rcanand · January 31, 2026 01:12
diff --git a/ai-apps-explorer.html b/ai-apps-explorer.html

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 </head>
 <body>
 <div class="layout">
  <div class="sidebar">
    <h1>AI Apps Explorer</h1>
    <div>
      <input type="text" class="search-box" id="searchBox" placeholder="Search apps by name...">
    </div>
    <div class="sort-row">
      <select id="sortSelect">
        <option value="cat_count_desc">Category Count (High → Low)</option>
        <option value="cat_count_asc">Category Count (Low → High)</option>
        <option value="name_asc">Name (A → Z)</option>
        <option value="name_desc">Name (Z → A)</option>
      </select>
    </div>
    <div id="filterCategories" class="filter-section">
      <div class="section-header"><h2>Categories</h2><span class="section-toggle" onclick="toggleSection(this)">collapse</span></div>
      <div class="filter-group" id="catFilters"></div>
    </div>
    <div id="filterFormFactors" class="filter-section">
      <div class="section-header"><h2>Form Factors</h2><span class="section-toggle" onclick="toggleSection(this)">collapse</span></div>
      <input type="text" class="filter-search" id="ffSearch" placeholder="Search form factors...">
      <div class="filter-group" id="ffFilters"></div>
    </div>
    <div id="filterLicenses" class="filter-section">
      <div class="section-header"><h2>License</h2><span class="section-toggle" onclick="toggleSection(this)">collapse</span></div>
      <input type="text" class="filter-search" id="licSearch" placeholder="Search licenses...">
      <div class="filter-group" id="licFilters"></div>
    </div>
    <div id="filterDeployments" class="filter-section">
      <div class="section-header"><h2>Deployment</h2><span class="section-toggle" onclick="toggleSection(this)">collapse</span></div>
      <input type="text" class="filter-search" id="depSearch" placeholder="Search deployments...">
      <div class="filter-group" id="depFilters"></div>
    </div>
    <button class="clear-btn" onclick="clearAll()">Clear All Filters</button>
  </div>
  <div class="main">
    <div class="stats" id="stats"></div>
    <div class="table-wrap">
      <table>
        <thead>
          <tr>
            <th onclick="toggleSort('name')">App Name</th>
            <th>Form Factors</th>
            <th>License</th>
            <th>Deployment</th>
            <th>Description</th>
            <th>Domain</th>
            <th onclick="toggleSort('cat_count')">Cat #</th>
            <th>Categories</th>
          </tr>
        </thead>
        <tbody id="tbody"></tbody>
      </table>
      <div class="no-results" id="noResults" style="display:none;">No apps match your filters.</div>
    </div>
    <div class="prompt-section">
      <h2>Prompt Output</h2>
      <div class="prompt-text" id="promptText"></div>
      <button class="copy-btn" onclick="copyPrompt()">Copy</button>
    </div>
  </div>
 </div>
 <script>
 const CSV_DATA = `app_name,form_factors,license,deployment,description,domain,cat_ai_code_editors,cat_ai_coding_cli_agents,cat_ai_ide_extensions,cat_ai_code_generation_web,cat_ai_general_assistants,cat_ai_deep_research,cat_ai_search_engines,cat_ai_browsers,cat_ai_browser_extensions,cat_ai_computer_use,cat_ai_browser_automation,cat_local_llm_runners,cat_ai_writing_productivity,cat_ai_note_taking_knowledge,cat_domain_specific_research,cat_ai_workflow_automation,cat_ai_terminals_shells
 10Web,Web,Proprietary,Cloud,AI-powered WordPress website creation and optimization. Managed hosting on Google Cloud (99.9% uptime). Elementor drag-and-drop editor.,,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 360 Search,"Web, Mobile",Proprietary,Cloud,Chinese search engine with AI features; growing market share (~8%); part of Qihoo 360 ecosystem,,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Ace (General Agents),Desktop,Proprietary,Hybrid,AI desktop automation agent; trained on 1M+ tasks; simulates human mouse/keyboard; works across software applications without APIs,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Activepieces,"Web app, Self-hosted",Open Source (MIT),Hybrid,"Open-source Zapier alternative with 450+ integrations, AI-first no-code automation",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 actlike.me,Web app,Proprietary,Cloud,Browser automation using AI to perform web tasks via plain language instructions.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Adalo,Web,Proprietary,Cloud,"No-code builder for native mobile apps (iOS, Android, PWA). AI-assisted building for layouts and workflows from prompts.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Adept AI,"Web app, API",Proprietary,Cloud,Enterprise AI agent for computer use — translates user intent into actions across software applications; partnered with Amazon,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Adept AI ACT-1 / ACT-2,Desktop (private beta),Proprietary,Hybrid,Action Transformer for computer control; pixel-level UI understanding; Fuyu-8B based; $415M raised; human-in-the-loop,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Adobe Firefly,"Web, Desktop (Creative Cloud)",Proprietary,Cloud,"AI for text-to-image, generative fill, and vector creation (commercially safe)",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 AFFiNE,"Desktop, Web, Mobile",Open Source,Hybrid (local + cloud),"Notion + Miro fusion; documents, whiteboards, databases in one privacy-first workspace with AI",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Afforai,Web app,Proprietary,Cloud,"AI Research Assistant with 3 modes: Document Retrieval, Semantic Scholar, and Google Mode",Academic / Scientific,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Agent Conductor,CLI,Open Source,Local,"CLI-first multi-agent tmux orchestrator; supervisor/worker delegation, inbox messaging, approval gates, REST API",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Agent Deck,TUI,Open Source,Local,"Terminal session manager for AI coding agents; smart status detection, session forking, MCP management",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Agent S / S2 / S3 (Simular AI),Desktop (cross-platform),Open Source,Local / Hybrid,State-of-the-art open framework for autonomous computer use; S3 surpasses human-level on OSWorld (72.6%); ICLR 2025 Best Paper,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 AgentGPT,Web app,Open Source,Cloud,Autonomous AI agents running in browser; configure and deploy agents for web tasks.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0
 AgenticSeek,Python tool,Open Source,Local,"100% local voice-enabled AI assistant for web browsing, coding, task planning; no APIs or cloud dependency.",,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Agenty ScrapingAI,Python library,Open Source,Hybrid,"Build web scraping agents using AI to auto-extract data, screenshots, PDFs without selectors.",,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 AI Anywhere for ChatGPT,"Chrome, Firefox",Proprietary,Cloud,"Quick access to ChatGPT, GitHub Copilot, Claude, Gemini, DeepSeek, Mistral, Perplexity, Grok via keyboard shortcut. No data collection.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 AI Assistant Multi-Provider,Firefox,Proprietary,Cloud,"Multi-provider AI chatbot with file upload support accessing OpenAI, Anthropic, Google, and DeepSeek APIs.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 AI Blaze,"Web, Browser Extension",Proprietary,Cloud,Free AI writing assistant generating content and improving writing on any website,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 AI Blaze (Text Blaze),Chrome,Proprietary,Cloud,"Personal AI writing copilot for answering questions, writing automation, summarization, and text expansion. Free tier available.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 AI Chat Plugin (Eclipse),Eclipse plugin,Open Source,Hybrid,"AI chat inside Eclipse; compatible with OpenAI, Ollama, Gemini, Qwen, DeepSeek.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 AI Email Safari Extension,Safari,Proprietary,Cloud,"Free Safari extension for composing, refining, and automating emails using Claude, Gemini, and GPT-4.1.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 AI Screenwriter,Web,Proprietary,Cloud,AI screenplay/script generator supporting 8+ languages with post-generation editing,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 AI Shell (Builder.io),"CLI (cross-platform, npm)",Open Source,Cloud (OpenAI),"Converts natural language to shell commands. Chat mode, command revision, explanation of generated commands.",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 AI Toolbox,Firefox,Proprietary,Cloud,"Access all major AIs (ChatGPT, Gemini, DeepSeek, Grok, Copilot, Claude, Llama, Qwen, Mistral, Perplexity, Poe) organized for productivity. No data collected.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 AI Translate,Chrome,Proprietary,Cloud,Chrome extension providing instant automatic translations powered by ChatGPT translation model for web content.,,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 AI-Based Reading Assistant,Chrome,Proprietary,Cloud,"Reading optimization extension with smart summarization, AI explanations for complex terms, and inline concept lookup. 5.0 stars.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 AI-Researcher (HKUDS),CLI,Open Source,Hybrid,NeurIPS 2025; end-to-end research automation from concept to publication; hierarchical writing agent.,,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 ai-terminal,Shell assistant,Open Source,Cloud,Intelligent terminal assistant with command recommendations based on history and context.,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Ai2 Asta,Web app,Proprietary,Cloud,Scholarly research assistant by Allen Institute using 108M+ abstracts and 12M+ full-text papers,Academic / Scientific,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Ai2 ScholarQA,Web app,Proprietary,Cloud,AI-powered question-answering system for scholarly literature by Allen Institute for AI,Academic / Scientific,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 AiCure (H.Code),Mobile app,Proprietary,Cloud,"AI computer vision for patient engagement; reduced early termination to 7.8% across 28 trials, 4K+ patients",Clinical Trials,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Aide (CodeStory),Desktop,Open Source (VS Code fork),Hybrid,"AI-native editor with combined chat + edit flow, proactive agents for linter errors, go-to-definitions integration.",,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Aider,"CLI, CLI tool, CLI (Python), CLI (cross-platform)",Open Source (Apache 2.0) / Open Source (Apache-2.0) / Open Source,Local (you provide API keys) / Hybrid / Hybrid (BYOK) / Hybrid (local + cloud LLMs) / Hybrid (cloud APIs or local via Ollama),"Terminal-based AI pair programmer. Git-native, multi-file edits, proper commit creation. Supports GPT-4, Claude, local models via Ollama.",,1,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,1
 aider.el,Emacs package,Open Source,Hybrid (BYOK),"Emacs UI for Aider; AI pair-programming, TDD, refactoring workflows.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Aidermacs,Emacs package,Open Source,Hybrid (BYOK),"Emacs-native Aider integration; ediff interface, multiple terminal backends (comint, vterm).",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 AIlice,Desktop (CLI),Open Source,Local,Fully autonomous general-purpose agent (JARVIS-like); IACT architecture; decomposes complex tasks into dynamic agents,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 AImReply,Web,Proprietary,Cloud,AI email writing tool supporting 17 languages and 12 tones,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 AIPPT,Web,Proprietary,Cloud,AI-powered presentation maker,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 AIPRM,Chrome,Proprietary,Cloud,"Extension adding curated prompt templates to ChatGPT for SEO, marketing, copywriting, and other professional use cases.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 AirLLM,Library (Python),Open Source,Local-only,Streams 70B+ model layers through limited VRAM; enables large model inference on consumer GPUs,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Airtop,"Web app, API",Proprietary,Cloud,Browser-as-a-service for AI agents with credit-based usage plans,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 AiTranslator,"Chrome, Firefox",Open Source,Hybrid,"Open-source translation extension supporting multiple AI providers (OpenAI, Claude, Gemini, DeepSeek, OpenRouter). API keys stored locally.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 aiXcoder,IDE Extension (multiple editors),Proprietary,Local / Cloud,AI coding assistant supporting local and cloud modes for multiple editors.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Akkio,Web app,Proprietary,Cloud,"No-code ML platform for non-technical teams to train, deploy, and integrate AI models into workflows",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Alacritty,Desktop app (cross-platform),Open Source,Local-only,"Minimal, fast, GPU-accelerated Rust terminal. No AI features.",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Albato,Web app,Proprietary,Cloud,"No-code iPaaS for SMBs with 800+ apps, AI-powered text rewriting/summarization, white-label embeddable integrations",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Alexa+ (Amazon),"Web (alexa.com), Echo devices, iOS, Android",Proprietary,Cloud,"Next-gen Alexa with generative AI; launched web interface at CES 2026; calendar, shopping, smart home; Early Access",,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 Algolia,"API, Enterprise SaaS",Proprietary,Cloud,Conversational search with RAG; enterprise-grade; real-time indexing; supports building conversational solutions,,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Aline,Web app,Proprietary,Cloud,"AI contract lifecycle management: analysis, drafting, redlining, approvals, signatures",Legal / CLM,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Almanac,Web,Proprietary,Cloud,"Workplace documentation with GitHub-like versioning, upvoting, and forking",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Almightty,Desktop app,Proprietary,Cloud,"AI terminal emulator with natural language commands, intelligent error analysis, claims 90% debugging time reduction.",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 AlphaFold (DeepMind),"Web app, Server, API",Open Source (academic),Cloud,Nobel Prize-winning AI for protein 3D structure prediction; 200M+ structures; used by 3M+ researchers,Protein Structure / Drug Discovery,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 AlphaSense,"Web, Web app",Proprietary,Cloud,Market intelligence platform; NLP semantic search across 500M+ premium documents; financial analysis and competitive intel.,Financial / Market Intelligence,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0
 ALwrity,Web (self-hosted),Open Source,Hybrid,"Free open-source AI writing tool for marketing content, blogs, social media",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Amazon Nova Act,"Web (browser), AWS SDK / API",Proprietary,Cloud,"Foundation model purpose-built for web browser actions; part of Nova family; handles shopping, checkout, multi-step web tasks",,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0
 Amazon Q / Fig autocomplete,Shell plugin (macOS),Open Source (spec database),Cloud (AWS),"IDE-style autocomplete dropdown + inline ghost text. Originally Fig, acquired by Amazon, now part of Q Developer / Kiro CLI.",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Amazon Q Developer (formerly CodeWhisperer),"IDE Extension + CLI, VS Code extension, JetBrains plugin, Eclipse plugin, Visual Studio extension, CLI",Proprietary,Cloud,"Amazon's AI assistant with deep AWS integration, security scanning agents, command completion. Free for individuals; Pro $19/user/mo.",,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Amazon Q Developer CLI,CLI,Proprietary,Cloud,"CLI with command completion, translation using generative AI, and agentic chat. macOS/Linux/Windows(WSL).",,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Amazon Q Developer CLI (now Kiro CLI),CLI (cross-platform),Open Source,Cloud (AWS),"AI command autocompletion, inline ghost text suggestions, natural language chat (\`q chat\`), code generation. Rebranded to Kiro CLI Nov 2025.",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Amazon Rufus,"Amazon app (iOS, Android), Web",Proprietary,Cloud,"AI shopping assistant; 250M+ shoppers; trained on Amazon catalog/reviews; product search, comparison, recommendations",,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 Amazon Translate,API,Proprietary,Cloud,"API-driven translation service for support tickets, product descriptions, user reviews at scale",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Amp (by Sourcegraph),"VS Code extension, JetBrains plugin, Neovim plugin, CLI",Proprietary,Cloud,"Frontier coding agent for teams; no token constraints, advanced model support (Claude Opus, Gemini, GPT). Spun out as independent company from Sourcegraph.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Amp (Sourcegraph),"CLI + VS Code, CLI + IDE",Proprietary,Cloud / Cloud (multiple models),"Next-gen coding agent from Sourcegraph; deep codebase understanding, shared threads/context for teams",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Amplenote,"Web, Mobile",Proprietary,Cloud,"Combines notes, tasks, calendar with AI; backlinking, encryption, free core features",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Amplified AI,Web app,Proprietary,Cloud,ML model reading entire patent documents for conceptual similarity matching,Patent / IP,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Anara,"Web, Web app",Proprietary,Cloud,"Searches PubMed, arXiv, JSTOR; delivers comprehensive scientific responses with organized citations.",Academic / Scientific,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,0,0
 Anara (formerly Unriddle AI),Chrome,Proprietary,Cloud,Specialized AI research workspace for analyzing complex scientific PDFs and searching major scholarly databases.,,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Andi Search,Web,Proprietary,Cloud,"AI search engine that answers like a ""smart friend""; explains complex topics; 87% accuracy on SearchBench; visual, conversational UI",,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0
 Android Studio Bot (Gemini),Built into Android Studio,Proprietary,Cloud,AI bot specifically for Android development within Android Studio.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Anima,Web + Figma plugin,Proprietary,Cloud,"Design-aware AI platform. Generates production-ready apps from Figma, URLs, or prompts.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Anomali,"Web app, Platform",Proprietary,Cloud,Multi-source threat intel aggregation via Macula AI engine; hundreds of feed providers,Cybersecurity / Threat Intel,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 AnswerThis,"Web, Web app",Proprietary,Cloud,"AI research assistant for literature reviews; generates 2,000+ word structured reviews with line-by-line citations.",Academic / Medical,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,0,0
 Anthropic Claude Computer Use,API / Desktop (via integrations),Proprietary,Hybrid,"Claude controls desktop via screenshots + mouse/keyboard; works with any desktop app, terminal, file system; available through API",,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Anthropic Computer Use (Claude),API,Proprietary,Cloud,Gives Claude ability to control computers via screen vision and virtual keyboard/mouse; includes browser control.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 AnythingLLM,"Desktop (Win/Mac/Linux) + Web, Desktop, Self-hosted",Open Source (MIT) / Open Source,"Hybrid (local-first, optional cloud) / Local-only / Hybrid","All-in-one: chat, RAG, agents, vector DB; connects to Ollama, LM Studio, or standalone",,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0
 Anytype,"Desktop, Mobile",Open Source,Local-first (P2P sync),"Notion-Obsidian hybrid with graph view, databases, real-time collaboration; local and encrypted",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Anyword,Web,Proprietary,Cloud,"AI writing assistant with SEO focus, engagement scoring, buyer persona support",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 AnyWrite Type AI,Mobile (iOS),Proprietary,Cloud,"ChatGPT-powered AI keyboard with grammar, rewrite, tone themes, translation in 100+ languages",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Apache Airflow,Self-hosted web app,Open Source,Local / Hybrid,"Python-based workflow authoring, scheduling, and monitoring with web UI",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Apertus,Chrome,Open Source,Local-only,Free and open-source self-hosted AI assistant alternative to Merlin AI.,,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Aphrodite Engine,Server (Python),Open Source,Local / Self-hosted,"Builds on vLLM + TensorRT-LLM + Flash Attention; supports NVIDIA (Pascal+), AMD, Intel GPUs/CPUs",,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Apify AI Web Agent,Cloud platform,Proprietary,Cloud,Browse web and extract data using natural language instructions; combines Apify platform with OpenAI API.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 AppAgent / AppAgentX (Tencent),Mobile (Android),Open Source,Local,LLM multimodal agent for smartphone apps; tap/swipe; RAG-based knowledge base; AppAgentX (March 2025) with evolving mechanism,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 AppFlowy,Desktop,Open Source,Local-first,Open-source Notion alternative with ChatGPT integration,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Apple Ferret-UI / Ferret-UI 2,Mobile / Multi-platform (research),Open Source (research),Local,"Multimodal LLM for UI understanding; referring, grounding, reasoning on screens; supports iPhone, Android, iPad, Web, AppleTV",,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Apple Notes,"macOS, iOS, iPadOS",Proprietary,Hybrid (iCloud),"Built-in Apple app with Apple Intelligence for text rewriting, image generation, live transcripts",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Apple Notes (with Apple Intelligence),"Desktop (Mac), Mobile (iOS)",Proprietary,Hybrid (on-device + cloud),"Built-in notes app with AI rewriting, transcription, markdown support via Apple Intelligence",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Appsmith,Web,Open Source,Cloud / Self-hosted,"Open-source low-code platform. Drag-and-drop widgets, prompt-based widget creation. Connects to any LLM, database, SaaS, REST/GraphQL API. Git version control.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Appy Pie,Web,Proprietary,Cloud,AI-powered no-code app + website builder. Prompt-based builder launched Jan 2026 open beta. TestFlight for immediate testing. From $16/app/month.,,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Appy Pie Automate,Web app,Proprietary,Cloud,User-friendly no-code platform for connecting apps and automating workflows without coding,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 AQBioSim (SandboxAQ),Platform,Proprietary,Cloud,Large quantitative models for drug discovery at UCSF; reducing R&D costs by billions,Drug Discovery,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Arc Browser (with Arc Max),"Desktop (macOS, Windows)",Proprietary,Cloud,"AI bundle (Arc Max): 5-second previews, ChatGPT integration, Ask on Page, tidy tabs/downloads; uses GPT-3.5 + Anthropic models; free; now in maintenance mode as team focuses on Dia",,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
 Arc Search,Mobile (iOS/Android),Proprietary,Cloud,"Mobile-first AI browser/search by The Browser Company; ""Browse for Me"" creates personalized summary pages; built-in ad/cookie blockers",,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Aria (Opera),"Desktop (Opera browser), Mobile (Opera)",Proprietary,Cloud,Built into Opera/Opera GX browser; web search integration; voice conversation support; free,,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 Article Forge,Web,Proprietary,Cloud,AI long-form editor specializing in 1500+ word articles with customizable length,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Asana,"Web app, Mobile app",Proprietary,Cloud,"Project management with AI agents, no-code builder, multi-stage workflow automation",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 AskCodi,"IDE Extension (VS Code, JetBrains, PyCharm)",Proprietary,Cloud,AI extension for multiple editors with code generation and explanation.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 AskUI Vision Agents,Desktop (cross-platform),Proprietary,Hybrid,"Vision agent combining CV, OCR, LLMs; OS-level operation; platform-agnostic (Windows, macOS, Linux, web, mobile)",,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 AssistGUI,Desktop,Open Source (research),Local,LLM-based assistant for desktop productivity software; monitors screen and executes mouse/keyboard commands,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Auggie CLI (Augment Code),CLI + VS Code + JetBrains,Proprietary,Cloud,"Agentic CLI by Augment; Context Engine processes 400K+ files, reusable slash commands, safe edits",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Augment Code,"IDE Extension (VS Code, JetBrains, Vim/Neovim), VS Code extension, JetBrains plugin, CLI (Auggie)",Proprietary,Hybrid / Cloud,"Enterprise AI platform with Context Engine for deep codebase understanding; 200K context tokens, persistent memory. $252M raised.",,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 AutoBrowse,Python library,Open Source,Hybrid,Autonomous AI agent performing web browsing tasks simulating human behavior.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Autocomplete.sh,"Shell plugin (bash, zsh)",Open Source,"Hybrid (various LLMs, local support)","AI-powered command-line suggestions using environment, history, and command help. Supports multiple LLMs.",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 AutoGen (Microsoft),"Library, Library (Python)",Open Source,Hybrid / Local / Hybrid,Async agent collaboration framework; research and prototyping with iterative refinement.,,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0
 AutoGLM / Open-AutoGLM,Mobile (Android) + Web,Open Source (partially),Hybrid,ChatGLM family agent for GUI control; 55.2% on VAB-WebArena-Lite; 96.2% on OpenTable; phone agent framework,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 AutoGPT,CLI + Server + Marketplace,Open Source,Hybrid,"Autonomous agent platform; goal decomposition, code execution with GPT-4, Forge toolkit, continuous operation",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Autohand Code CLI,CLI,Proprietary,Cloud,"Ultra-fast terminal coding agent; session sharing, git auto-init, thinking level support",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Automa,"Chrome extension, Web app",Open Source / Proprietary,Local / Cloud,"Browser extension for automation tasks, form filling, scraping; customizable workflows with triggers.",,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0
 Automation Anywhere,"Enterprise platform, Web app",Proprietary,Cloud,Leading enterprise RPA platform for front and back office automation.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0
 Automatisch,Self-hosted web app,Open Source,Local / Self-hosted,Self-hosted Zapier clone with webhook triggers and simple app syncing,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 avante.nvim,Neovim plugin,Open Source,Hybrid (BYOK),"Cursor-like AI experience in Neovim; code suggestions, apply recommendations. 14K+ GitHub stars. Supports Claude, OpenAI, Gemini, Copilot.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Avoma,Web,Proprietary,Cloud,"End-to-end meeting assistant with AI + manual notes, CRM sync; ""A Very Organized Meeting Assistant""",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Axiom.ai,"Browser extension + Desktop app, Chrome extension / web, Browser extension (Chrome)",Proprietary,Hybrid / Cloud,No-code browser RPA; record & replay; desktop/cloud/VPS runners; privacy-focused; Y Combinator backed,,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0
 B12,Web,Proprietary,Cloud,AI website builder (referenced as Relume alternative).,,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 BabyAGI,Library (Python),Open Source,Local / Cloud,"Task-driven autonomous agent using GPT-4, Pinecone, and LangChain; ""functionz"" framework for modular execution",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Backyard AI (formerly Faraday),Desktop (Mac/Win) + Mobile,Proprietary (free),"Hybrid (local-first, optional cloud)",Character-based AI chat; one-click install; built-in model manager; 100% local data storage,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Baidu AI Search (ERNIE),"Web, Mobile",Proprietary,Cloud,China's largest search engine with major AI overhaul; ERNIE 4.5 + ERNIE X1 models; conversational search; 1000+ char queries; ~47% China share,,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Baidu ERNIE (Ernie Bot),"Web, iOS, Android",Open Source (since Jun 2025),Cloud,Baidu's chatbot; 23M MAU; fully open-sourced; Ernie 5.0 model; strong Chinese language understanding; 730M Baidu monthly users,,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 BamSEC (AlphaSense),Web app,Proprietary,Cloud,Streamlined access to SEC filings and earnings transcripts; 100K+ monthly users,Financial / SEC Filings,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Bardeen,"Chrome extension, Browser extension (Chrome)",Proprietary,Cloud,AI-powered Chrome extension auto-generating custom browser automations from natural language; 200K+ users.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0
 Base44,Web,Proprietary,Cloud,"All-in-one app builder from plain English — UI, backend, database, auth, hosting, SEO. Acquired by Wix for ~$80M in June 2025.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Bear,"macOS, iOS",Proprietary,Hybrid (iCloud),Beautiful markdown note-taking focused on simplicity; no native AI but supports extensions,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Beautiful.ai,Web,Proprietary,Cloud,AI-powered slide design with automated layout rules preserving brand consistency,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 big-AGI,Web UI (self-hosted),Open Source (MIT),Hybrid,"AI suite with personas, AGI functions; supports local backends",,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Bind AI IDE,Web,Proprietary,Cloud,"Supports 72+ languages and many AI models (GPT-5, Claude Sonnet 4.5). AI-driven scaffolding and repo-scale code generation.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Bit.ai,Web,Proprietary,Cloud,Collaborative document platform with 300+ AI prompts for research organization,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Bito AI,"VS Code extension, JetBrains plugin, Chrome extension",Proprietary,Cloud,"AI code review agent + chat + completions; Wingman coding agent, custom prompt templates, vector DB codebase understanding.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Blackbox AI,"IDE Extension (VS Code), VS Code extension (3.96M installs), JetBrains plugin, standalone IDE, browser",Proprietary,Cloud,"Full-stack AI assistant; code completion, chat, image-to-code, Beast Mode agents. 12M+ developers.",,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Blackbox AI CLI,CLI,Proprietary,Cloud,"Multi-agent CLI with Judge to select best implementation; code generation, autocompletion, context search",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Blank Space,Browser-based,Open Source,Hybrid,Self-hostable app builder.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Blink.new,Web,Proprietary,Cloud,"AI agent sets up entire backend (database, auth, APIs, deployment). Build websites, SaaS, mobile apps by chatting with AI.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Blinky,IDE Extension (VS Code),Open Source,Hybrid,VS Code debugging agent.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Bloomberg Terminal,Desktop app,Proprietary,Cloud,Legacy market data platform with AI investments; real-time business and market information,Financial / Market Data,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Bloomfire,Web,Proprietary,Cloud,AI knowledge platform with self-healing knowledge base that flags outdated content,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Bluedot,"Web, Browser Extension",Proprietary,Cloud,"Reliable, secure meeting note-taker designed for minimal meeting flow disruption",,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0
 Bolt.diy,Browser-based,Open Source,Hybrid,Open source multi-LLM alternative to Bolt.new.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Bolt.new,Web,Proprietary,Cloud,"StackBlitz-powered full-stack app builder from prompts. Supports multiple stacks, Figma/GitHub import. Raised $105M. Free tier with 300K tokens/day.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Bolt.new (StackBlitz),Browser-based,Proprietary,Cloud,"AI-first browser dev environment using WebContainers. Full-stack apps from prompts. Supports Vue, Svelte, React, etc.",,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Boltic,Web app,Proprietary,Cloud,"AI-powered workflow automation with drag-and-drop triggers, logic, AI nodes, 100+ integrations, MCP support",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Bonitasoft,"Web app, Self-hosted",Open Source,Hybrid,"French open-source BPM for citizen and professional developers; used by Vodafone, Cisco",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Botpress,"Platform / SDK, Web app, Self-hosted",Open Source + Commercial / Open Source,Cloud / Self-hosted / Hybrid,"Conversational AI platform with drag-and-drop flowcharts, 50+ integrations; used by Kia, EA, Shell",,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0
 BrainyAI,"Chrome, Chromium-based",Open Source,Cloud,"Free and open-source browser sidebar plugin as an alternative to Sider, Monica, and Merlin. Aggregates multiple AI services.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Brandwatch,Web app,Proprietary,Cloud,Consumer intelligence across 100M+ sources; Ask Iris conversational AI interface,Market Research / Social Listening,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 BrandWell,Web,Proprietary,Cloud,"AI platform combining research, writing, optimization, and linking into one workflow",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Brave (with Leo),"Desktop (macOS, Windows, Linux), Mobile (Android, iOS)",Open Source,Hybrid,"Built-in Leo AI assistant; summarize pages/videos, translate, generate content; Automatic mode selects best model; BYOM (Bring Your Own Model) via Ollama for local inference; no account required; free tier + $14.99/mo Premium",,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
 Brave Leo,"Desktop (Brave browser), Mobile (Brave)",Proprietary,Cloud,Built into Brave browser; privacy-first; no data retention; document analysis; supports multiple models,,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 Brave Leo AI,Brave (built-in),Proprietary,Hybrid,"Built-in AI assistant in Brave browser for summarization, writing, translation, and Q&A without requiring a separate extension.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Brave Search (Leo AI),"Browser, Web",Proprietary,Cloud,Privacy-first AI search integrated in Brave browser; no data retention; document analysis.,,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 Brave Search (Leo),"Web, Brave Browser",Proprietary (index),Cloud,"Privacy-first AI search with independent index; Leo AI assistant uses Qwen, Meta, Claude, DeepSeek models; ad-free",,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Briefy AI,"Chrome, Safari",Proprietary,Cloud,"AI summarizer turning complex texts into structured summaries with key insights, tables, mindmaps, and multilingual support.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Bright Data Agent Browser,Cloud API,Proprietary,Cloud,"AI-ready browser for scalable, block-free agent execution; anti-blocking focus.",,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 BroPilot,Visual Studio extension,Open Source,Local,Connects Visual Studio to local LLM backends.,,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Browse AI,"Web, Web (SaaS), Web app",Proprietary,Cloud,AI web scraper & monitor; no-code robots; scheduled extraction; 500K+ users; 7000+ integrations,Market Research / Web Scraping,0,0,0,0,0,1,0,0,0,1,1,0,0,0,1,1,0
 Browser Copilot (Abstracta),Chrome,Open Source,Hybrid,Open-source framework for building and using AI assistants for web applications with auto-activation for specific sites.,,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Browser MCP,MCP server,Open Source,Local,"Connects AI applications (Claude, Cursor, VS Code, Windsurf) to browser for local automation via MCP protocol.",,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Browser Use,"Framework (Python), Library (Python)",Open Source,Local / Local / Cloud,Open-source bridge between LLMs and browsers; supports multiple models; surpasses Operator on WebVoyager benchmarks,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0
 Browser-Use,"Python library, CLI",Open Source,Hybrid (BYOK),"Open-source library making websites accessible for AI agents; 89% WebVoyager benchmark score, handles auth/cookies/persistence, integrates with Claude Code.",,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Browser-Use Web UI,Web UI (self-hosted),Open Source,Hybrid,Web interface for running Browser-Use AI agents in-browser.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Browserbase,Cloud API / SDK,Proprietary,Cloud,"Serverless browser infrastructure for AI agents; 91% faster, 10x cheaper for computer use. Includes Stagehand framework.",,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 BrowserCopilot AI (browsercopilot.ai),Chrome,Proprietary,Cloud,"AI copilot understanding web context for reading, writing, summarization, and document analysis (images, PDFs, spreadsheets). No data stored on servers.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Browserless,Cloud API,Proprietary,Cloud,Managed headless browser infrastructure for automation.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 BrowserOS,"Desktop (macOS, Windows, Linux)",Open Source,Hybrid,"Chromium fork with built-in AI agents; automate tasks via natural language; supports OpenAI, Claude, Gemini, local models via Ollama/LMStudio; BYOK; YC-backed; 25K+ downloads",,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
 BrowserPilot,CLI / Self-hosted,Open Source,Hybrid,Vision-powered agentic browser for scraping and automation; navigates any website using AI vision; handles anti-bot/CAPTCHAs; outputs PDF/CSV/JSON; alternative to Perplexity Comet + director.ai + Firecrawl,,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
 Bubble,Web,Proprietary,Cloud,"Full-stack visual no-code platform. AI generates initial app, then switch to visual editor. Responsive web apps without code.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Buffer (AI Assistant),"Web, Mobile",Proprietary,Cloud,"Social media scheduler with AI for rephrasing, expanding, hashtag optimization",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Builder.io Fusion,VS Code extension,Proprietary,Cloud,Visual code editing with AI; generates reviewable PRs using design tokens and components.,,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Builder.io Visual Copilot,Web + Figma plugin,Proprietary,Cloud,"AI Figma-to-code tool. Generates React, Vue, Angular, Svelte, Next.js, React Native, Flutter, Swift, Kotlin. Reuses existing components and design systems.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Buildlin (Buildin),Web,Proprietary,Cloud,"All-in-one note app with bi-directional linking, AI, and paid content support for creators",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Butterfish,"Shell wrapper (bash, zsh)",Open Source (MIT),Cloud (OpenAI or compatible),"Adds AI prompting to shell. Capital letter to prompt, Tab for autosuggestions, Goal Mode for autonomous execution. Shell history as context.",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Bytebot,Desktop (Linux containers),Open Source,Local / Cloud,Self-hosted AI desktop agent; containerized Linux desktop; natural language commands; each desktop in isolated Docker container; ~9.6k stars,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Callidus AI,Web app,Proprietary,Cloud,"AI for small-mid law firms: research, drafting, discovery review, contract analysis; $149/user/month",Legal,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Camunda,"Web app, Self-hosted",Open Source,Hybrid,BPMN 2.0 process automation platform; $100M ARR; developer-first with predictive AI,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Candle,Library (Rust),Open Source (MIT/Apache-2.0),Local-only,HuggingFace's minimalist Rust ML framework; compiles to small binary; WebAssembly support; LLM + vision + audio models,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Canva AI (Magic Studio),"Web, Desktop, Mobile",Proprietary,Cloud,"AI-assisted design platform with text-to-image, content generation, and templates",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Canva Magic Design,"Web, Desktop, Mobile",Proprietary,Cloud,AI-assisted design and presentation tool for beginners with extensive templates,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Capacities,"Web, Desktop",Proprietary,Cloud,"Object-based note-taking with AI assistant for organizing, tagging, and conversational interaction",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Capacity,Browser-based,Proprietary,Cloud,Natural language to web app platform.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Cassidy AI,Web app,Proprietary,Cloud,"Context-powered AI agent platform connecting to entire tech stack, SOC 2 Type II, 10,000+ companies",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Celonis,Web app,Proprietary,Cloud,"Process mining and execution management with AgentC agentic AI, 15M+ daily automations",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 CerebrasCoder,Web,Open Source,Cloud,"Open-source AI platform transforming prompts into functional apps. Uses Llama 3.3-70B at ~2,148 tokens/second.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Chai,"Web, iOS, Android",Proprietary,Cloud,User-created AI characters with public leaderboard; less-filtered chat; competitive creative space; Premium from $13.99/month,,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 Character.AI,"Web, iOS, Android",Proprietary,Cloud,"Chat with AI personalities (historical, fictional, custom); 66M downloads; $115M revenue; 22M MAU; popular with 18-35 age group",,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 Chatbot UI,Web UI (self-hosted),Open Source (MIT),Hybrid,Popular Next.js-based chat interface for OpenAI-compatible APIs,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Chatbox AI,Desktop + Mobile + Web,Proprietary (free tier),Hybrid,Cross-platform AI client; supports local models via Ollama and cloud APIs,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 ChatGLM / Z.ai (Zhipu AI),"Web, iOS, Android",Open Source,Cloud,Tsinghua-originated; GLM-4.5/4.6 models; rebranded to Z.ai internationally (2025); IPO on HKEX Jan 2026,,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 ChatGPT,"Web, Desktop, Mobile",Proprietary,Cloud,"OpenAI's flagship AI chatbot for writing, brainstorming, research, code, and content generation",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 ChatGPT (OpenAI),"Web, iOS, Android, Desktop (macOS/Windows)",Proprietary,Cloud,"Market leader; GPT-4o/GPT-5 powered; multimodal (text, image, voice, video); 800M+ WAUs; 1B+ downloads; features include search, tasks, shopping, apps platform",,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 ChatGPT / ChatGPT Canvas,Web + Desktop,Proprietary,Cloud,OpenAI's conversational AI with Canvas for interactive code editing and development.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 ChatGPT Atlas,Browser feature (macOS app),Proprietary,Cloud,ChatGPT browser integration with agent mode for autonomous browsing; $20/month Plus.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 ChatGPT Atlas (OpenAI),Desktop (macOS; Windows expected early 2026),Proprietary,Cloud,"Chromium-based browser with native ChatGPT integration; Agent mode navigates web, fills forms, books reservations; browser memories feature; free tier + Plus ($20/mo) for Agent Mode",,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
 ChatGPT Deep Research (OpenAI),"Web, Mobile App",Proprietary,Cloud,"Autonomous research agent using o3/o4-mini; browses web 5-30 min, produces comprehensive reports with citations. Plus/Pro/Free tiers.",,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 ChatGPT Extension (Visual Studio),Visual Studio extension,Open Source,Cloud,"Integrates ChatGPT, Gemini, Claude, DeepSeek into Visual Studio IDE.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 ChatGPT Search (SearchGPT),"Web, Mobile (iOS/Android), Desktop",Proprietary,Cloud,OpenAI's web search integrated into ChatGPT; fine-tuned GPT-4o; real-time web results with citations; available to all ChatGPT tiers,,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 ChatGPT Writer,Chrome,Proprietary,Cloud,"AI writing extension for composing emails, messages, and long-form texts with appropriate diction and grammar using ChatGPT.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 ChatRTX (NVIDIA),Desktop (Windows),Proprietary (free),Local-only,NVIDIA's RAG chatbot for RTX GPUs; TensorRT-LLM powered; document/image/speech support,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Chatsonic (Writesonic),"Web, Chrome, Mobile",Proprietary,Cloud,"All-in-one conversational AI with real-time web access, creative text generation, visual creation, voice responses, and sharing features.",,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0
 Cheat Layer,"Web app, Browser extension",Proprietary,Cloud,AI automation using custom GPT-4 and Atlas-1 model with Semantic Targets for resilient automations,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Checksum AI,Web-based,Proprietary,Cloud,Autonomous QA automation.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 ChemCopilot,Web app,Proprietary,Cloud,AI tools for chemistry research and formulation in chemical industry,Chemistry / Formulation,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Cherry Studio,Desktop,Open Source,Hybrid,Listed in Ollama ecosystem; multi-provider chat UI,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Chorus (ZoomInfo),Web,Proprietary,Cloud,Enterprise conversation intelligence for sales coaching and customer success analysis,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 ChromoGen (MIT),Research tool,Open Source,Local / Cloud,Generative AI for 3D genome structure prediction; trained on 11M+ chromatin conformations,Genomics,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Cici AI (ByteDance),"Web, iOS, Android",Proprietary,Cloud,International version of Doubao; ByteDance's global-facing AI chat assistant,,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 Citrine Informatics,Web app,Proprietary,Cloud,AI-driven materials discovery and optimization; accelerates new material development,Materials Science,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Claude,"Web, Desktop, Mobile, API",Proprietary,Cloud,"Anthropic's AI assistant excelling at nuanced writing, long-context analysis, and coding",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Claude (Anthropic),"Web, iOS, Android, Desktop (macOS/Windows)",Proprietary,Cloud,"Constitutional AI approach; excels at nuanced writing, brainstorming, long-form reasoning; Claude 4.5 Sonnet/Opus models; strong agentic capabilities",,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 Claude Artifacts,Web,Proprietary,Cloud,"Generates clean, focused code artifacts within Claude chat. Produces maintainable, purpose-built applications.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Claude Code,"CLI + IDE Extension (VS Code, JetBrains), CLI, CLI tool, VS Code extension, CLI (macOS, Windows, Linux)",Proprietary,Hybrid / Cloud / Cloud (Anthropic API),"Anthropic's agentic coding tool. Terminal-based, understands full repos, runs shell commands, edits files. Strong reasoning for complex refactors.",,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Claude Deep Research (Anthropic),"Web, Mobile App, API",Proprietary,Cloud,200K token context window for document analysis; extended thinking for deep analysis and research synthesis.,,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 Claude Squad,CLI,Open Source,Local,"Manage multiple AI terminal agents (Claude Code, Aider, Codex, etc.) via tmux sessions + git worktrees",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Claude.ai (Artifacts),Web + Desktop,Proprietary,Cloud,Anthropic's conversational AI with Artifacts for code generation and execution.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 claudecode.nvim,Neovim plugin,Open Source,Cloud,Dedicated plugin for Claude Code (ACP) workflows in Neovim.,,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Clawdbot AI,"Desktop (Linux, Windows, Raspberry Pi)",Open Source (MIT),Local-only,Self-hosted AI agent; Markdown-based memory; multi-agent systems for coding/research/personal tasks,,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 Clearly Reader,Chrome,Proprietary,Hybrid,"AI reading assistant with one-click reader mode, article summarization, TTS, keyword highlighting, and real-time translation. 4.9 stars.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Clearscope,Web,Proprietary,Cloud,AI-powered content optimization platform for SEO-driven writing,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 CleverType AI Keyboard,"Mobile (iOS, Android)",Proprietary,Hybrid,"AI keyboard with grammar correction, tone adjustment, 40+ languages, phrase prediction",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 CLI Agent Orchestrator (CAO),CLI,Open Source (AWS Labs),Hybrid,"Hierarchical multi-agent system; isolated tmux sessions, MCP-based communication, supports Claude Code",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 CLI-AI (fmdz387),CLI (cross-platform),Open Source,"Cloud (Anthropic, OpenAI, OpenRouter)","Natural language to shell commands. Shell-aware, interactive, context-aware, risk assessment with color-coded safety levels.",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 ClickUp,"Web app, Desktop app, Mobile app",Proprietary,Cloud,"All-in-one productivity platform with AI Brain for task summaries, suggestions, Autopilot Agents",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 ClickUp (Brain),"Web, Desktop, Mobile",Proprietary,Cloud,"Project management with AI Brain connecting tasks, docs, people; AI-powered knowledge search",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 ClickUp Brain,"Web, Desktop, Mobile",Proprietary,Cloud,"AI summarization built into project management for tasks, reports, notes, and documents",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 ClickUp Extension,Chrome,Proprietary,Cloud,"Workspace extension for capturing screens, annotating, saving pages to docs, bookmarking sites as tasks, and tracking time in browser tabs.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Cline,"IDE Extension (VS Code), CLI + VS Code Extension, VS Code extension, JetBrains plugin, CLI, CLI + VS Code (cross-platform)",Open Source,Hybrid / Hybrid (BYOK) / Hybrid (multiple providers),"Autonomous coding agent. 4M+ installs. Model-agnostic (Claude, GPT, Gemini, DeepSeek, Ollama). File creation, diff-based editing.",,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Clio (Vincent AI + Manage AI),Web app,Proprietary,Cloud,Verifiable legal research (Vincent) + daily productivity AI (Manage AI); broadly accessible,Legal,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Cloudflare Moltworker,Self-hosted agent,Proprietary,Cloud,Self-hosted personal AI agent platform on Cloudflare infrastructure.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Clover Notes,"Web, Desktop",Proprietary,Cloud,"Creative workspace with notes, whiteboarding, todos, and daily planner",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 cmd-ai,CLI (cross-platform),Open Source,Cloud (multiple providers),"Translates English prompts to shell commands with safety filters, explanations, command logging, and autocompletion.",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Co-STORM (Stanford),"Web, CLI",Open Source,Hybrid,Human-AI collaborative extension of STORM for aligned knowledge curation.,,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 Co.dev,Browser-based,Proprietary,Cloud,Full-stack application platform.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 CoCounsel,Web app,Proprietary,Cloud,"Thomson Reuters / Casetext GenAI legal assistant for research, drafting, document review, and deposition prep",Legal,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Coda AI,"Web, Web app",Proprietary,Cloud,"Doc-meets-spreadsheet with AI for data processing, team collaboration, no-code apps",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0
 CodeAnt AI,GitHub integration,Proprietary,Cloud,Automated issue-to-PR creator.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Codeanywhere,Browser-based,Proprietary,Cloud,"AI-powered cloud IDE with VS Code-like interface, instant containerized environments, built-in AI assistance. SOC 2/ISO certified. From $12/mo.",,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Codebuff,CLI,Open Source,Cloud,"Context-aware terminal assistant by Manicode Inc.; coordinates specialized agents, knowledge files for conventions",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 codecompanion.nvim,Neovim plugin,Open Source,Hybrid (BYOK),"Pragmatic AI toolkit for Neovim; chat buffers, inline edits, agentic workflows, multi-provider.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 CodeComplete,IDE Extension,Proprietary,Local (self-hosted),Self-hosted code completion tool for enterprise.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 CodeConductor,Web,Proprietary,Cloud,"AI app generation with production features — compliance, monitoring, enterprise integrations. Positioned as Dyad alternative.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 CodeGate,"VS Code extension, CLI",Open Source,Local,Protects and encrypts developer interactions with AI coding tools; privacy layer for AI assistants.,,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 CodeGeeX,"IDE Extension (9+ editors), VS Code extension, JetBrains plugin",Open Source,Hybrid (self-hostable) / Hybrid / Local,"13B-parameter multilingual code generation model; code completion, translation, explanation. Chinese AI research origin.",,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 codeium.el,Emacs package,Open Source,Cloud,Free ultrafast Copilot alternative for Emacs; works with company-mode or corfu.,,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 CodeParrot,"IDE Extension (VS Code), VS Code extension",Proprietary,Cloud,"AI code generation from Figma designs, integrates with existing codebases.",,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 CodeRabbit,"GitHub/GitLab integration, VS Code extension",Proprietary / Proprietary (free for OSS),Cloud,"AI-first PR reviewer; line-by-line suggestions, real-time chat on reviews, learns from repo history. Free in VS Code.",,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 CodeReviewBot,GitHub integration,Open Source,Cloud,Automated AI feedback on pull requests.,,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 CodeSandbox,Web,Proprietary,Cloud,Cloud dev environments using microVM sandboxes. AI playground. Real-time collaboration. Free tier with 400 monthly VM credits.,,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Codespell.ai,Eclipse plugin,Proprietary,Cloud,AI-powered code assistance directly in Eclipse editor.,,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 CodeSquire,Browser extension,Proprietary,Cloud,Chrome extension for Colab/BigQuery/JupyterLab AI assistance.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Codev (co.dev),Web,Proprietary,Cloud,Converts text descriptions into full-stack Next.js apps instantly.,,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 CodeWP,Browser-based,Proprietary,Cloud,WordPress-focused AI development assistant.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Codex CLI,"CLI, CLI (macOS, Windows, Linux)",Open Source (Apache-2.0) / Open Source (Rust),Hybrid / Cloud (OpenAI API),"OpenAI's terminal coding agent with full-screen TUI, code review, web search, MCP support, session management. Powered by codex-1/GPT-5-Codex.",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 CodexSublime,Sublime Text package (upcoming),Open Source,Hybrid,"Successor to OpenAI Completion plugin; adds Anthropic, Gemini, tools, MCP support for Sublime Text.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Codiga,"VS Code extension, JetBrains plugin, CI/CD",Proprietary,Cloud,"Customizable static analysis; code quality, security, style issues with real-time IDE feedback and custom rules.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Cody CLI (Sourcegraph),CLI + VS Code,Proprietary (was open),Cloud,"Enterprise code assistant; multi-LLM support, code search powered by Sourcegraph's indexing",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 CogAgent,Model (research),Open Source,Local,Visual Language Model for GUI agents (CVPR 2024); screenshot-to-action capabilities,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Cogno,Desktop app (cross-platform),Open Source,Local-only (self-learning),"Terminal emulator with self-learning autocomplete, supports multiple shells.",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Cogram,Web,Proprietary,Cloud,AI meeting assistant for technical/consulting teams with auto-generated notes and action items,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Competely,Web,Proprietary,Cloud,"Instant competitive analysis; marketing strategies, product features, pricing, SWOT. Saves 30-60 hrs/month.",,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 Compose AI,"Chrome, Browser Extension (Chrome)",Proprietary,Cloud,"AI-powered auto-completion and text generation tool reducing typing time by up to 40%, with smart replies and on-demand rewriting for emails and web forms.",,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0
 Computer-Agent (SuitedAces),Desktop app (Tauri/React/Rust),Open Source,Local,"Local AI agent controlling computer via terminal, browser, mouse & keyboard; background mode; Chrome DevTools Protocol",,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 ConfiChat,Web UI,Open Source,Local-only,Confidential chat UI for Ollama,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Confluence (Atlassian Intelligence),"Web, Desktop",Proprietary,Cloud,"Collaborative workspace with AI for writing, summarizing, automating tasks across large knowledge bases",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Connected Papers,Web,Proprietary (Freemium),Cloud,Visual citation graph from seed paper; co-citation + bibliographic coupling (not AI-based).,,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 Consensus,"Web, Web app",Proprietary,Cloud,"AI academic search engine for peer-reviewed literature; features ""Consensus Meter"" showing agreement across studies",Academic / Scientific,0,0,0,0,0,1,1,0,0,0,0,0,1,0,1,0,0
 ContentBot,"Chrome, Web",Proprietary,Cloud,"AI content generation extension for long-form content, blog topics, intros, outlines, and ad copy.",,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0
 ContentBox.AI,Web,Proprietary,Cloud,AI content generation with strong NLP-based editing and browser extensions,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 ContentDetector.AI,Web,Proprietary,Cloud,"Free AI detector for ChatGPT, Gemini, Claude-generated content",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 ContentStudio,Web,Proprietary,Cloud,AI social media management with content discovery and cross-platform publishing,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 ContextMinds,Web,Proprietary,Cloud,"AI-powered visual context-charting for brainstorming, research, and organizing complex ideas",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Contify,Web app,Proprietary,Cloud,"Market intelligence from 500K+ sources for BFSI, pharma, IT, consulting",Competitive Intelligence,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Continue,"IDE Extension (VS Code, JetBrains), VS Code extension, JetBrains plugin, CLI, CLI + IDE (VS Code",Open Source (Apache 2.0) / Open Source,Hybrid / Hybrid / Local / Hybrid (multiple providers),"Open-source AI code assistant; plug in any LLM (Ollama, GPT-4, Claude, Mistral, etc.). Chat, completions, inline edits. 20K+ GitHub stars.",,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Continue.dev,Chrome,Open Source,Hybrid,"Open-source AI coding assistant, listed as the most popular open-source alternative to Monica.im.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Convergence AI Proxy,Web app,Partially open (Proxy Lite),Cloud,Large Meta Learning Model-based agent; adapts via continuous learning; multi-step web automation; acquired by Salesforce (May 2025),,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Copilot (GitHub),"Web, VS Code, CLI",Proprietary,Cloud,"AI coding assistant with chat interface; GPT-4o powered; code completion, chat, PR reviews (primarily coding-focused but has general chat)",,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 Copilot for Chrome (chromecopilot.ai),Chrome,Proprietary,Cloud,"AI-enhanced productivity extension with personal tutoring using ChatGPT/Claude/Gemini, voice integration, and image generation.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Copilot Workspace (GitHub),Web,Proprietary,Cloud,GitHub's AI-powered workspace for planning and implementing changes to repos from issues/PRs.,,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 copilot.lua,Neovim plugin,Open Source,Cloud,Enhanced Lua replacement for copilot.vim; full API for GitHub Copilot interaction.,,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Copilot4Eclipse,Eclipse plugin,Open Source,Cloud,Community plugin integrating GitHub Copilot's AI into Eclipse IDE.,,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Copilotly,Chrome,Proprietary,Cloud,"Personal AI copilot for writing faster, searching efficiently, and focusing on priorities. 4.8 Chrome Web Store rating.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Copy.ai,"Web, Web app",Proprietary,Cloud,"AI copywriting for marketing/sales teams with 30+ email templates, brand voice training, automation",,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,1,0
 Copyleaks,"Web, API",Proprietary,Cloud,AI detection across 30+ languages and leading LLMs with 99%+ claimed accuracy,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Copymatic,Web,Proprietary,Cloud,"AI copywriting for blogs, websites, ads, social media with SEO and creative storytelling",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Cortex.cpp,CLI + Library,Open Source (Apache-2.0),Local-only,"Jan's engine; multi-backend (llama.cpp, TensorRT-LLM, ONNX); OpenAI-compatible API; offline installer",,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Cosine CLI (Genie),CLI + Cloud Platform,Proprietary,Hybrid,"Autonomous SW engineer powered by Genie 2; runs in local env, cloud sync, multi-agent decomposition, SOC 2",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Coveo,"Web, Enterprise SaaS",Proprietary,Cloud,AI search with recommendation engines; personalized results; digital experience optimization for retail and enterprise,,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Cradle,Desktop (game environments),Open Source (research),Local,General Computer Control research; Red Dead Redemption II case study; foundation agents for arbitrary computer environments,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Craft,"macOS, iOS",Proprietary,Cloud (iCloud),Beautiful document creation with linking and publishing; native Apple apps; AI writing assistance,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Crawl4AI,Python library,Open Source,Hybrid,AI-ready web crawler and scraper for real-time data extraction; optimized for AI agents.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Crayon,"Web, Web app",Proprietary,Cloud,"Competitive intelligence; automates tracking of competitors' website changes, products, marketing, reviews.",Competitive Intelligence,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0
 CREAO AI,Web,Proprietary,Cloud,AI-native full-stack builder for early-stage founders. Whole stack from day one without multiple SaaS subscriptions.,,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Create.xyz,Web,Proprietary,Cloud,"Transforms natural language into full-stack web apps. Can clone products by dropping a link. Has pre-built API connections (MovieDB, HackerNews, etc.).",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 CrewAI,"Library, Library (Python), Web app",Open Source,Hybrid,"Role-based multi-agent framework (Researcher, Developer roles); orchestrated agent collaboration.",,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0
 CrowdStrike Threat AI,"Web app, Platform",Proprietary,Cloud,Industry's first agentic threat intel: Malware Analysis Agent + Hunt Agent,Cybersecurity / Threat Intel,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Crush (Charm),CLI (cross-platform),Open Source,Hybrid (bring your own API),"CLI coding agent by Charm. Installable via Homebrew, Go, NPM. Supports multiple AI backends.",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Crystal,Desktop,Open Source,Local,Environment for managing parallel Claude Code sessions.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Cua Platform (trycua),"Desktop (macOS, Linux, Windows)",Open Source (MIT),Local,"Infrastructure for computer-use agents; sandboxes (Docker, QEMU, Apple Virtualization); SDKs; benchmarks; ~10.3k GitHub stars",,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Cua.ai,Platform / API,Proprietary,Cloud,Dedicated Computer Use Agent platform for browser and desktop automation.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Cursor,"Desktop (macOS, Windows, Linux), Standalone IDE (VS Code fork), Desktop (Electron)",Proprietary,Hybrid (local editor + cloud AI) / Cloud / Hybrid,"AI-native IDE rebuilt around AI with inline completions, multi-file editing, agent mode, Bugbot PR reviews. Most adopted AI coding tool among individual devs.",,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Cursor Bugbot,GitHub integration (Cursor add-on),Proprietary,Cloud,AI PR review add-on for Cursor; unlimited reviews on up to 200 PRs/month. $40/month.,,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Cursor CLI,CLI + IDE,Proprietary,Cloud,"AI IDE's CLI interface; Plan mode, agent modes, cloud handoff, deep repo indexing",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Cyble,"Web app, Platform",Proprietary,Cloud,Blaze AI predicts threats months in advance; real-time monitoring,Cybersecurity / Threat Intel,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Cypress,JavaScript framework,Open Source,Local,"Front-end testing framework running directly in browser; developer-friendly, no WebDriver needed.",,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Cypris,Web app,Proprietary,Cloud,"Enterprise R&D platform: 500M+ patents, scientific papers, market sources via semantic search",Patent / R&D Intelligence,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 daily.dev,Chrome,Proprietary,Cloud,"Turns new tab into a personalized feed of tech news, articles, and discussions from 1,300+ developer-focused sources.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Daloopa,"Web app, Excel add-in",Proprietary,Cloud,AI copilot for financial modeling; fundamental data from SEC filings directly into Excel,Financial Modeling,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Data to Policy Navigator,Web platform,Proprietary,Cloud,"AI tools for data-informed policy: computer vision, NLP, predictive analytics for policymakers",Policy Research,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 DataSnipper,Excel add-in,Proprietary,Cloud,"Intelligent automation in Excel: data extraction, evidence matching, audit documentation",Financial / Audit,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 DeepChem,Library,Open Source,Local / Cloud,Premier open-source library for building and training custom chemistry AI models,Chemistry / Drug Discovery,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 DeepCode,IDE Extension,Proprietary,Cloud,ML-based code analysis for bug and vulnerability detection.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 DeepL,"Web, Desktop, Mobile, API",Proprietary,Cloud,"Gold standard for translation accuracy, especially European languages; free tier available",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 DeepL for Chrome,"Chrome, Edge",Proprietary,Cloud,Browser extension for DeepL translation and writing improvement. Pro subscriptions unlock full-page translation and unlimited characters.,,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 DeepSeek,"Web, iOS, Android, Mobile, API",Open Source (models) / Open Source (models) / Proprietary (service),Cloud,Chinese AI; R1 reasoning model; strong coding; ultra-low API pricing ($0.07-$0.14/M input tokens); free consumer tier; 113M downloads; censors China-sensitive topics,,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0
 DeepSource,"VS Code extension, GitHub/GitLab integration",Proprietary (free for OSS),Cloud,AI-powered static analysis and code review; auto-fix suggestions.,,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 DeepTranslate,"Chrome, Chromium-based",Proprietary,Cloud,Free AI bilingual web translation extension supporting 140+ languages for simultaneous dual-language viewing of any website.,,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 DeepUnit,CLI,Proprietary,Hybrid,Comprehensive unit test generator.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Definio AI,Chrome,Proprietary,Cloud,"Sidebar extension giving access to Claude Opus, Sonnet, Haiku, GPT-5, GPT-4.1, and Gemini 2.5 Pro AI models in one interface.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Dendron,Desktop (VSCode),Open Source,Local-first,"VSCode-based markdown note-taking with hierarchical structure, graph view; developer-oriented",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Descript,"Desktop, Web",Proprietary,Cloud,Video/audio editing via text editing with auto-generated transcripts,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Deta Surf,"Desktop (macOS, Windows, Linux)",Open Source,Hybrid,"AI notebook-browser hybrid; AI chat across tabs/PDFs/videos; visual AI screen selection; Surflets (AI-generated widgets); model-agnostic (Claude, GPT-4o, local); local-first data (SFFS); free beta",,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
 Devin,"Web-based, CLI + Web, Web-based IDE, Slack integration, Web",Proprietary,Cloud,"Cognition AI's autonomous AI software engineer. Plans, codes, tests, deploys. Sandboxed compute environment with shell, editor, browser. From $20/mo.",,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Devon,CLI,Open Source,Hybrid,"Open-source SWE agent; multi-file editing, Git integration, inspired by Devin",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 DevOpsGPT,CLI,Open Source,Hybrid,DevOps automation solution using AI.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 DevPod,CLI + Desktop,Open Source,Local / Cloud,Infrastructure-independent dev environments with AI integration.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Devv,Web,Proprietary,Cloud,Developer-focused AI search engine; referenced in multi-search tools,,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Dia (The Browser Company),Desktop browser,Proprietary,Local / Hybrid,AI-native browser from Arc team; minimalist design; AI-centered interactions; successor to Arc browser,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Dia Browser,Standalone browser,Proprietary,Cloud,"AI browser from The Browser Company; chat with tabs, write in own voice, privacy-controlled.",,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Dia Browser (The Browser Company),"Desktop (macOS, Windows), Mobile (planned 2026)",Proprietary,Cloud,"AI-first browser from Arc's creators; URL bar doubles as AI chatbot; chat with tabs, draft content, summarize files; acquired by Atlassian for $610M; Chromium-based",,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
 Dicloak RPA,Desktop app,Proprietary,Cloud,AI browser automation RPA workflow tool.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Diffblue,CLI/IDE,Proprietary,Local / Cloud,Java unit test generator.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Dify,"Web (Self-hosted), Cloud, Web app, Self-hosted",Open Source,Hybrid,"Agentic workflow builder with RAG pipelines, multi-LLM support, drag-and-drop visual editor",,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0
 Displayr AI,Web app,Proprietary,Cloud,AI-powered text analytics for theme discovery and response classification,Market Research / Analytics,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 DLESyM (UW),Research tool,Open Source,Cloud / Local,"AI model simulating 1,000 years of climate in one day; dual neural networks for atmosphere + ocean",Climate Modeling,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Do Browser,"Chrome, Chrome extension",Proprietary,Cloud,"AI-powered extension understanding natural language commands to take browser actions via address bar, keyboard shortcut, or voice.",,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0
 Docker Model Runner,CLI (Docker),Open Source,Local-only,Docker's built-in LLM runner; llama.cpp-based; OpenAI-compatible API; integrated into Docker Desktop,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Document360,Web,Proprietary,Cloud,"AI-powered knowledge base for self-service documentation, product teams, and support",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Dora AI,Web,Proprietary,Cloud,Generates and customizes 3D websites with AI in one prompt. No-code editor. Creates original layouts (not templates). Currently in beta.,,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Dorik AI,Web,Proprietary,Cloud,AI website builder with text/image generation capabilities.,,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Doubao (ByteDance),"Web, iOS, Android, Mobile",Proprietary,Cloud,"China's most popular AI chatbot; 13M+ users; integrated with Douyin/TikTok, Toutiao, Feishu; aggressive pricing; entertainment + productivity",,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0
 Double AI,VS Code extension,Proprietary,Cloud,"Multi-model AI assistant; access DeepSeek R1, OpenAI o1, Claude Sonnet, GPT-4o etc. in one extension with diff-style review.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Dreamflow,Web,Proprietary,Cloud,"By FlutterFlow team. Build production-ready mobile apps with AI. Deploys to iOS, Android & Web.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Droid (Factory),"CLI + IDE, CLI + IDE + Web + Slack",Proprietary,Cloud,"AI coding agent, #1 on Terminal-bench (58.75%). Specialized droids for code, knowledge, review. Free trial available.",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 DrugCLIP,Framework,Open Source,Cloud / Local,AI scanning millions of compounds against protein targets 10M times faster than virtual screening,Drug Discovery,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 DuckDuckGo (Search Assist / Duck.ai),"Web, Browser, Mobile",Proprietary,Cloud,Privacy-focused search with AI-generated answers; Search Assist scans web for brief cited answers; Duck.ai chat supports multiple LLMs,,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 DuckDuckGo AI Chat (Duck.ai),Web (via DuckDuckGo),Proprietary (aggregator),Cloud,"Privacy-focused AI chat; supports Claude 3 Haiku, Llama 4, Mistral Small 3, GPT-4o mini; free; no data retention",,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 Dust.tt,Web app,Open Source,Cloud / Hybrid,"Custom AI agent platform for organizations with data-augmented agents, SOC 2/HIPAA/GDPR compliance",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Dyad,Desktop (Electron),Open Source (Apache-2.0),Local,"Local, open-source AI app builder. Uses any AI model (Gemini, OpenRouter, Ollama). Git-based version control. Supabase integration.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 E2B Open Computer Use,Desktop (Linux sandbox),Open Source,Cloud,"Secure cloud Linux desktop powered by E2B Desktop Sandbox; supports 10+ LLMs including OS-Atlas, ShowUI; easy model swapping",,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 EarlyAI,VS Code extension,Proprietary,Cloud,"AI-powered unit test agent; auto-generates and maintains validated tests for JS/TS/Python, tracks coverage.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 EasyCode,IDE Extension (VS Code),Proprietary,Cloud,VS Code extension powered by GPT-4 for code assistance.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Eclipse Inline Completion,Eclipse plugin,Open Source,Hybrid / Local,"AI-driven inline completion for Eclipse; local model support (Ollama, LM Studio).",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Eclipse Theia,Desktop + Browser,Open Source,Hybrid,"Extensible IDE with modular architecture, dual deployment (browser and desktop), AI-native design with customizable AI agents. Vendor-neutral.",,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Ecosia,"Desktop, Mobile",Proprietary,Cloud,"Eco-friendly browser with AI Search (generative AI conversational answers), AI Overviews (quick summaries with citations), AI Chat; uses smaller energy-efficient models backed by renewable energy; GDPR-compliant; free",,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
 Ecosia AI,"Web, Browser, Mobile",Proprietary,Cloud,Eco-friendly search with AI summaries and conversational chat; ad revenue funds tree planting; AI Overviews at top of results,,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 eesel AI Blog Writer,Web,Proprietary,Cloud,"AI blog post generator producing SEO-optimized, publish-ready posts from a single keyword",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Eightify,Browser Extension,Proprietary,Cloud,AI YouTube video summarizer interpreting content in 40+ languages,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 ElevenLabs,"Web, API",Proprietary,Cloud,"AI voice generation for narration, tutorials, and dynamic voice-based content",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Elicit,"Web, Web app",Proprietary,Cloud,"AI for systematic reviews; searches 138M+ papers, analyzes 20K data points, generates research briefs with sentence-level citations. 2M+ researchers.",Academic / Scientific,0,0,0,0,1,1,1,0,0,0,0,0,1,1,1,0,0
 Emacs + AI plugins,Desktop,Open Source,Local / Hybrid,"Extensible editor with AI packages (Copilot.el, gptel, etc.).",,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Emdash,Desktop App (TUI-like),Open Source (YC W26),Hybrid,"Agentic Development Environment; run 18+ CLI agents in parallel, Git worktree isolation, Kanban, diff view",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Emergent,Web,Proprietary,Cloud,"Generates real, exportable codebases. Teams can self-host, extend, or migrate — no platform lock-in.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Emigo,Emacs package,Open Source,Hybrid (BYOK),"Agentic Emacs-native AI assistant; tool use, LiteLLM multi-provider support. By creators of EAF and lsp-bridge.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Enclave AI,macOS / iOS,Proprietary (paid),Local-only,Privacy-first offline AI assistant for Apple platforms; curated model recommendations,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Epsilon,Web app,Proprietary,Cloud,AI search engine scanning 200M+ papers to find evidence relevant to questions with inline references,Academic / Scientific,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 EVA AI,"iOS, Android",Proprietary,Cloud,Romantic storytelling game; virtual love/friendship with AI chatbot; free tier + subscription,,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 Everlaw,Web app,Proprietary,Cloud,eDiscovery platform with AI capabilities for document review and legal analysis,Legal / eDiscovery,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Evernote,"Web, Desktop, Mobile",Proprietary,Cloud,"Legacy note-taking app with AI-powered search across PDFs/photos/handwriting, task and event integration",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Exa (formerly Metaphor),"API, Web",Proprietary,Cloud,Embeddings-based semantic search API for LLMs; link prediction transformer model; real-time content indexing; Y Combinator S21,,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Exa AI,"API, Web",Proprietary,Cloud,Real-time AI search engine and web search API for AI agents/RAG; deep research capabilities; structured data retrieval.,,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 ExLlamaV2,Library (Python),Open Source (MIT),Local-only,Fast inference on consumer GPUs; custom EXL2 quantization format; optimized GPTQ kernels,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Exo,CLI / Library,Open Source (GPL-3.0),Local (distributed P2P),Distributed inference across consumer devices; auto-discovery; supports phones/SBCs/Macs/PCs,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Extension AI,Safari,Proprietary,Cloud,"Safari extension bringing ChatGPT capabilities for questions, fact-checking, summaries, ELI5 explanations, translation. 11 languages supported.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Fabric,CLI (Go),Open Source (MIT),Hybrid (local + cloud LLMs),Modular AI prompt framework; crowdsourced patterns; supports Ollama locally,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Fabric AI,"Web, Desktop, iOS, Android",Proprietary,Cloud,"Personal AI workspace for notes, files, voice memos; AI understands all your content with source citations",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Factory,Web-based,Proprietary,Cloud,Code generation agent platform (enterprise).,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 FactSet,"Web app, Desktop",Proprietary,Cloud,"Financial data and software: research, analytics, trading, risk management",Financial / Analytics,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Fathom,"Web, Desktop",Proprietary,Cloud,"AI meeting assistant with highlights, action items, Perfect Recall search across all meetings",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 FauxPilot,"Server + IDE Extension, Self-hosted server (VS Code compatible via Copilot protocol)",Open Source,Local (self-hosted) / Local / Self-hosted,Open source Copilot alternative using NVIDIA Triton. Note: project appears to be no longer actively maintained.,,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Fello AI,macOS / iOS,Proprietary,Hybrid,All-in-one AI for Mac/iPhone/iPad; PDF summarization; local + cloud,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Fellou,"Desktop (macOS, Windows, Linux), Standalone browser, Desktop app (Browser)",Proprietary,Cloud / Hybrid / Local / Cloud,"Agentic browser with deep action workflows, agentic memory, cross-platform execution, shadow workspace; Eko 2.0 engine; scheduled automation; 1M+ users; free tier available",,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,1,0
 Fellou (ASI X Inc.),Desktop browser,Proprietary,Hybrid,First agentic browser; deep action across web + desktop; Computer Use for system-level control; Eko Framework for developers,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Fellow,"Web, Desktop",Proprietary,Cloud,"Full meeting lifecycle management — agendas, recording, transcription, action tracking; NYT Wirecutter pick",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Felo AI,"Web, Mobile App, Mobile",Proprietary,Cloud,"Multilingual AI search from Tokyo; academic paper search, cross-language translation, mind maps, slides.",,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0
 FinalBit (NolanAI),Web,Proprietary,Cloud,"All-in-one AI filmmaking platform covering scriptwriting, coverage, scheduling, budgeting",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 FinanceGPT,Web app,Proprietary,Cloud,"GenAI + quantitative methods for financial modeling, real-time analysis, automated auditing",Financial / Investment,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Fine,"Web-based, Web",Proprietary,Cloud,"AI Agents that fix their own code — runs code, identifies errors, offers fixes. Unlimited LLM access (OpenAI o1, Claude 3.5 Sonnet).",,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 FinRobot,Framework,Open Source,Local / Cloud,Open-source AI agent platform for financial analysis; Perception + Brain + Action modules,Financial Analysis,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Fintool,Web app,Proprietary,Cloud,AI for financial professionals processing SEC filings and earnings transcripts,Financial / SEC Filings,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Firebase Studio (Google),Web,Proprietary,Cloud,"Google's AI-powered dev environment. App Prototyping agent creates apps from natural language, mockups, drawings, or screenshots. 3 free workspaces during preview.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Firecrawl,API / SDK,Open Source,Cloud / Self-hosted,Web scraping and crawling API turning websites into LLM-ready data; alternative to Browserbase.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Fireflies AI,Chrome,Proprietary,Cloud,"AI meeting assistant that records and transcribes Google Meet, Zoom, and Teams calls with automatic summaries and action items. Also summarizes articles and emails.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Fireflies.ai,"Web, Mobile",Proprietary,Cloud,"Auto-records, transcribes, summarizes, and analyzes team conversations across video platforms",,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0
 Firefox (Mozilla),"Desktop (macOS, Windows, Linux), Mobile",Open Source,Cloud,"AI chatbot sidebar (choice of Claude, ChatGPT, etc.); Shake to Summarize; Perplexity as search option; AI Window and AI Mode planned for 2026; AI kill switch coming Q1 2026; all AI features opt-in",,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
 fish-ai,Fish shell plugin,Open Source,Cloud (LLM-powered),"AI completions in Fish shell. Ctrl+Space for fix suggestions after command failures. Configurable completion count, history-aware.",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Flatlogic,Web,Proprietary,Cloud,"Generates production-ready web apps (frontend, backend, database, auth, roles) from plain English. Users own source code. Targets SaaS, CRM, ERP.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Flowise,"Web app, Self-hosted",Open Source,Hybrid,Low-code LangChain visual builder for AI agents and chatbots; Y Combinator S23; acquired by Workday,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Flowrite,"Web, Browser Extension",Proprietary,Cloud,AI turning short instructions into complete ready-to-send emails,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 FlutterFlow,Web,Proprietary,Cloud,"Visual no-code builder for cross-platform apps (iOS, Android, web). By former Google engineers. AI-assisted generation from prompts.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Foam,Desktop (VSCode),Open Source,Local-first,VSCode extension for personal knowledge management inspired by Roam Research,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Formsflow.ai,"Web app, Self-hosted",Open Source,Hybrid,"Open-source workflow management with AI for form management, automation, and decision-making",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Framer AI (Wireframer),Web,Proprietary,Cloud,Chat-based builder creating wireframes and stunning layouts. Sophisticated animation system. Best for startups and visual creators. Free for 1 site.,,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Frase,Web,Proprietary,Cloud,"AI writing + SEO optimization scanning top Google results for topics, keywords, article length",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 FreedomGPT,Desktop (Mac/Win) + Mobile,Open Source (base) / Proprietary (bundle),Hybrid,Electron-based local chat; evolved into AI mega-bundle with cloud services,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Freepik AI Suite,Web,Proprietary,Cloud,"AI image generation, video editing, and upscaling for designers and marketers",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Friday AI,Web,Proprietary,Cloud,AI email writing assistant analyzing context and suggesting precise phrases,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 "FutureHouse Platform (Crow, Falcon, Phoenix)","Web, API",Open Source,Cloud,"Scientific agents: Crow (general literature), Falcon (deep lit reviews), Phoenix (protein/chemistry). Superhuman lit search.",,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 Galileo AI,Browser-based,Proprietary,Cloud,Text-to-UI design platform.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Gamma,Web,Proprietary,Cloud,AI presentation/document/website generator with responsive cards and narrative flow,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Gatsbi,Web,Proprietary,Cloud,"Auto-drafts paper manuscripts with citations, figures, equations, system diagrams, experimental designs.",,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 Gboard (with Gemini),"Mobile (iOS, Android)",Proprietary,Hybrid,"Google keyboard with deep Gemini AI integration, visual context understanding, voice typing",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Gemini,"Web, Mobile, integrated in Google Workspace",Proprietary,Cloud,"Google's multimodal AI integrated across Docs, Gmail, Drive for writing and productivity",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Gemini CLI,"CLI, CLI tool, CLI (cross-platform)",Proprietary / Open Source (Apache-2.0) / Open Source / Open Source (Apache 2.0),"Hybrid / Cloud (free tier) / Cloud / Cloud (Google API, free tier)","Google's terminal AI agent with Gemini 2.5 Pro, 1M token context, ReAct architecture. Free tier: 60 req/min, 1000 req/day.",,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Gemini Code Assist,"VS Code extension, JetBrains plugin, Android Studio, CLI (Gemini CLI)",Proprietary,Cloud,"Google's AI coding assistant; LLM-powered help, 6000 free completions/day, tight Google Cloud integration.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Gemini in Chrome,Chrome (built-in),Proprietary,Cloud,"Google's built-in AI assistant using tab context for key takeaways, concept clarification, answers, and auto-browse task completion. Available for AI Pro/Ultra subscribers.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 gen.nvim,Neovim plugin,Open Source,Local,Generate text using LLMs with custom prompts; Ollama-focused. 1.5K stars.,,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Generative Alpha,Web app,Proprietary,Cloud,AI converting raw data into insights using predictive models on private data,Financial / Predictive,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 GenSpark,"Web, Desktop (macOS, Windows)",Proprietary,Cloud / Hybrid,"AI browser with Super Agent, autopilot mode, Mixture-of-Agents architecture; 169 on-device AI models (first browser with free on-device AI); MCP Store with 700+ tool integrations; free tier + $25/mo Plus",,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0
 Ghostty,"Desktop app (macOS, Linux)",Open Source,Local-only,Fast Zig-based terminal. No AI features but lightweight and modern.,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Gimme Summary AI,"Chrome, Brave, Edge (Chromium-based)",Proprietary,Cloud,Free Chrome extension summarizing web articles using ChatGPT AI. 100% free and privacy-friendly.,,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Ginger Software,"Web, Desktop, Mobile, Browser Extension",Proprietary,Cloud,"Grammar correction with built-in translation, sentence rephrasing, and text reader",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 GitHub Copilot,"IDE Extension (VS Code, JetBrains, Neovim, etc.), VS Code extension, JetBrains plugin, Neovim plugin, Vim plugin, Xcode extension, Eclipse plugin, Visual Studio extension, Azure Data Studio, IDE extension + Web",Proprietary (Chat is open-source MIT) / Proprietary,Cloud,"Industry-standard AI pair programmer; inline completions, chat, PR reviews, agent mode. Trained on billions of lines of code. Free for students/OSS maintainers.",,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 GitHub Copilot Chat,"VS Code extension (merging with Copilot), JetBrains plugin",Proprietary,Cloud,"Chat interface companion to Copilot for in-editor Q&A, explanations, and code generation. Becoming the unified Copilot extension by early 2026.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 GitHub Copilot CLI,"CLI, CLI (cross-platform)",Proprietary,Cloud / Cloud (OpenAI GPT-4o),"Natural language to shell commands, command explanation. Included with Copilot Pro/Business/Enterprise.",,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Gito,"GitHub Actions, CLI",Open Source,Hybrid,AI reviewer compatible with any LLM; integrates with Jira/Linear.,,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 GitWit,Browser-based,Proprietary,Cloud,Web editor for React applications.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Glarity Summary,"Chrome, Chromium-based",Proprietary,Cloud,"Displays ChatGPT summary alongside Google search results and YouTube videos. Supports PubMed, GitHub, Bing, Google Patents, and any page.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Glasp,"Web, Browser Extension",Proprietary,Cloud,"Social web/PDF highlighter; build AI clone from highlights; export to Obsidian, Notion, Roam",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Glasp (YouTube Summary),Chrome,Proprietary,Cloud,Web highlighter and knowledge management tool with AI-powered YouTube video and article summarization using ChatGPT/Claude. Free highlighting; limited free summaries.,,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Glean,"Web, Enterprise SaaS",Proprietary,Cloud,Work AI platform connecting all internal knowledge sources; NLP + LLM powered; centralized business knowledge management,,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0
 Glide,"GitHub integration, Web",Proprietary,Cloud,Turns spreadsheets (Google Sheets/Airtable) into web/mobile apps. AI features for text/image generation and transcription.,,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Glimpse,Web app,Proprietary,Cloud,"AI trend discovery analyzing search, social, reviews, e-commerce; 12-month forecast at 95% claimed accuracy",Market Research / Trend Discovery,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Globe Explorer,Web,Proprietary,Cloud,"Visual AI search that creates structured Wikipedia-like pages for any topic; free, no registration required",,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Glowbom,Browser-based,Proprietary,Cloud,Multi-platform app exporter.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Gmelius,Web (Gmail integration),Proprietary,Cloud,AI-powered Gmail productivity suite with contextual email assistance,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 GoCodeo,IDE Extension (VS Code),Proprietary,Cloud,Full-stack app builder with deployment capabilities from within VS Code.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Gong,Web,Proprietary,Cloud,"Revenue intelligence platform; captures sales conversations, delivers AI insights, CRM integration",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 GoodBarber,Web,Proprietary,Cloud,No-code mobile app builder. iOS and Android. Specializes in e-commerce apps. Templates for online stores.,,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Google A2UI (Agent-to-UI),Framework / Protocol,Open Source,Hybrid,Interoperable cross-platform UI generation for agents; integrating into Gemini Enterprise,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Google AMIE,Research prototype,Proprietary,Cloud,Articulate Medical Intelligence Explorer; diagnostic reasoning outperforming unassisted clinicians (59.1% vs 33.6%),Medical / Diagnostic,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Google Antigravity,"Desktop, Standalone IDE (VS Code fork)",Proprietary,Hybrid / Cloud,"Google's agent-first IDE; Editor + Manager views, multi-agent orchestration, Artifacts for verification. Fork of VS Code, built by acquired Windsurf team.",,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Google Chrome (with Gemini),"Desktop (macOS, Windows, ChromeOS), Mobile",Chromium (open source base) / Proprietary,Cloud,"Gemini side panel; Auto Browse agentic mode for multi-step tasks; multi-tab context; Personal Intelligence (Gmail, Photos, Calendar); Nano Banana image generation; Universal Commerce Protocol; AI Pro/Ultra subscribers (US)",,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
 Google Disco,"Desktop (macOS only, waitlist)",Proprietary,Cloud,Google Labs experiment; generates custom interactive web apps (GenTabs) from open tabs using Gemini 3; dual-pane interface with chat + browser; no URL bar,,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
 Google Firebase Studio (formerly Project IDX),Browser-based,Proprietary,Cloud,"Google's cloud-based AI IDE. Gemini-powered coding assistance, App Prototyping agent, Firebase integration. Based on VS Code.",,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Google Gemini,"Web, iOS, Android",Proprietary,Cloud,"Google's AI assistant; Gemini 2.5 Pro/3 models; 2M token context; 178M downloads; 29M MAU; deep Google ecosystem integration (Gmail, Calendar, Maps, Docs)",,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 Google Gemini / AI Mode,"Web, Mobile, embedded in Google Search",Proprietary,Cloud,Google's AI search combining Gemini models with Google Search data; AI Overviews and AI Mode for deeper conversational queries; ~650M MAU,,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Google Gemini Code Assist,IDE Extension (VS Code) + Cloud,Proprietary,Cloud,Google's AI coding assistant. Deep Google Cloud integration. Free tier; Enterprise $19/user/mo.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Google Gemini Computer Use,API (ADK),Proprietary,Cloud,Gemini 2.5 computer use models for browser agent control; outperforms major providers in accuracy/speed/cost.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Google Gemini Deep Research,"Web, Mobile App",Proprietary,Cloud,"Gemini 3-powered research mode; creates editable research plan, browses web, synthesizes structured reports. Gemini Advanced ($19.99/mo).",,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 Google Keep,"Web, Mobile",Proprietary,Cloud (Google),Simple note-taking with basic AI features via Google ecosystem,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Google NotebookLM,Web,Proprietary,Cloud,"Google Gemini-powered research tool; turns readings, slides, recordings into summaries, quizzes, flashcards, audio overviews",,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0
 Google NotebookLM Deep Research,Web,Proprietary,Cloud,"Deep Research + Fast Research modes; browses web, generates source-grounded reports directly into notebooks. Gemini 3 powered.",,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 Google Project Mariner,"Chrome extension / Cloud VM, Web app (Google Labs)",Proprietary,Cloud,Gemini 2.x-powered agent; runs on virtual machines; handles complex web workflows; 83.5% on WebVoyager,,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0
 Google Threat Intelligence,"Web app, Platform",Proprietary,Cloud,Gemini-powered; combines Mandiant frontline intel + VirusTotal threat database,Cybersecurity / Threat Intel,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Google Translate (Gemini),"Web, Mobile",Proprietary,Cloud,"Upgraded with Gemini AI models for smarter, more natural translations; live speech-to-speech beta",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Google Vertex AI Agent Builder,"Web app, API",Proprietary,Cloud,"Enterprise agent platform with Agent Development Kit (ADK), production agents in <100 lines Python",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Goose (Block/Square),"CLI + Desktop App, CLI (cross-platform)",Open Source (Apache-2.0) / Open Source,"Hybrid / Hybrid (local-first, optional cloud)","On-machine AI agent for building projects, debugging, orchestrating workflows. Emphasizes transparency and local execution.",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Goose (by Block),"CLI, desktop app (Electron)",Open Source (Apache-2.0),Hybrid / Local,"Extensible AI agent framework; install/execute/edit/test with any LLM, MCP integration, built in Rust.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Gopher MCP,MCP server,Proprietary,Cloud,On-demand MCP servers and gateways with enterprise security; alternative to Playwright/Puppeteer MCP.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 gp.nvim,Neovim plugin,Open Source,Hybrid (BYOK),"GPT prompt plugin; ChatGPT sessions, supports Claude, Ollama, OpenAI. 1.3K stars.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 GPT Breeze,Chrome,Proprietary,Hybrid,"BYOM (Bring Your Own Model) extension for $15 one-time purchase, allowing direct API provider payment at cost. Privacy-focused.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 GPT Engineer / Pythagora,CLI + Web,Open Source (GPT Pilot) / Proprietary (Pythagora platform),Hybrid,"From idea to production-ready app via prompts. Builds specs, frontend, backend iteratively. 32K+ GitHub stars for GPT Pilot.",,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 GPT Researcher,"CLI, Web UI, API, MCP Server",Open Source,Hybrid,Autonomous research agent; planner + execution agents; multi-LLM; ~2 min/$0.005 per report. Top scores in DeepResearchGym.,,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 GPT-Engineer,CLI,Open Source,Hybrid,"Prompt-to-codebase generator; interactive clarification, precursor to Lovable.dev",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 GPT4All,"Desktop (macOS, Windows, Linux), Desktop (Win/Mac/Linux)",Open Source / Open Source (MIT),"Local-only / Hybrid (local-first, optional remote)",Desktop app for offline LLMs; 250K+ MAU; 65K GitHub stars; privacy-focused; runs fully offline after download,,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0
 gptel,Emacs package,Open Source,Hybrid (BYOK),"ChatGPT/LLM integration for Emacs; interactive and programmatic use, multi-provider.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 GPTinf,Web,Proprietary,Cloud,AI paraphraser producing human-like rewrites with keyword maintenance and AI detector testing,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 gptme,CLI,Open Source,Hybrid,"One of the earliest agent CLIs (Spring 2023); local code execution, shell/Python tools, Playwright browsing, vision",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 GPTPlus,Chrome,Proprietary,Cloud,"Sidebar extension featuring GPT-4/3.5 for writing, translation, code analysis, templates, and custom queries.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 GPTWebHelper,Safari,Proprietary,Cloud,Safari extension bringing ChatGPT to any webpage without switching windows or copy/pasting text.,,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 GPTZero,Web,Proprietary,Cloud,Consistent AI text detector with 100% accuracy on most LLMs and 99% on human text,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 GrammarCheck.ai,Web,Proprietary,Cloud,Free AI grammar checker for eliminating basic and advanced grammatical errors,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Grammarly,"Chrome, Firefox, Edge, Safari, Web, Desktop, Mobile, Browser Extension",Proprietary,Cloud,"AI writing assistant checking grammar, spelling, punctuation, and tone, with sentence rewriting, plagiarism detection, and style suggestions across all web forms.",,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0
 Grammarly Paraphraser,Web,Proprietary,Cloud,"AI rewriting in 6 preset styles across English, Spanish, French, German, Portuguese, Italian",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Grammit,"Desktop, Mobile",Proprietary,Local-only,Privacy-first AI grammar checker using on-device LLM — never sends data to external servers,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Granola,"Desktop (Mac), Desktop (macOS)",Proprietary,Cloud / Hybrid,"Minimal AI notepad for meetings; transcribes from device audio, no meeting bot needed; SOC 2 compliant",,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0
 Greptile,GitHub/GitLab integration,Proprietary,Cloud,PR review bot with codebase understanding.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Grit,Web + GitHub integration,Proprietary,Cloud,GitHub-integrated maintenance automation agent.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Grok (xAI),"Web, iOS, Android (standalone + X platform), X/Twitter integration",Proprietary (models partially open-weight) / Proprietary,Cloud,Elon Musk's xAI; real-time info from X platform; conversational/witty tone; launched standalone app Jan 2025; 38M MAU by Dec 2025,,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0
 Grok CLI,CLI (cross-platform),Open Source (MIT),"Cloud (xAI API, OpenAI-compatible)","Community-built terminal agent using xAI's Grok models. File operations, bash integration, MCP tools, 1M token context.",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Grok Deep Search (xAI),"Web, Mobile App",Proprietary,Cloud,"RAG-style deep search; ~10x faster than ChatGPT Deep Research, searches ~3x more webpages.",,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 Groq Code CLI,CLI,Open Source,Cloud,"Lightweight CLI powered by Groq's LPU chip; ultra-fast inference, customizable blueprint for custom agents",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Gru.ai,Web-based,Proprietary,Cloud,AI developer for technical problem-solving.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Gumloop,Web app,Proprietary,Cloud,Drag-and-drop AI automation framework for operations teams across multiple teams,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Guru,"Web, Browser Extension, Slack",Proprietary,Cloud,AI-powered search delivering trusted answers with citations for team knowledge,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 H2O LLM Studio,Web UI,Open Source (Apache-2.0),Local / Self-hosted,No-code GUI for fine-tuning LLMs (up to 20B params) on commodity hardware,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 H2oGPT,"Web (self-hosted), Web UI + Server",Open Source / Open Source (Apache-2.0),Local-only / Local / Self-hosted,"H2O.ai's private GPT; document Q&A (PDF, DOCX, CSV, etc.); supports Ollama, llama.cpp, Mixtral",,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0
 Hailuo (MiniMax),"Web, Mobile",Proprietary,Cloud,MiniMax's AI productivity assistant; text-to-video capabilities; prompt optimization; 27M+ international video views,,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Hailuo AI (MiniMax),"Web, iOS, Android",Proprietary,Cloud,Text-to-video generation + chat; Hailuo-02 model; strong creative/storyboarding capabilities,,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 Harbor,CLI + Docker,Open Source (MIT),Local-only,"One-command local LLM stack; orchestrates backends (Ollama, vLLM, llama.cpp) + frontends (Open WebUI) + services (SearXNG, ComfyUI)",,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 HARPA AI,"Chrome, Chromium-based, Chrome extension, Browser extension (Chrome)",Proprietary,Hybrid / Cloud,"Hybrid AI agent combining ChatGPT/Claude/Gemini with web automation for writing, email, SEO, price tracking, data extraction, and web monitoring. GDPR-compliant, stores no user data.",,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,1,0
 Harvey,Web app,Proprietary,Cloud,Domain-specific AI for law firms; used by significant portion of AmLaw100; tuned for legal/regulatory/tax,Legal,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Harvey AI,Web,Proprietary,Cloud,"Legal AI assistant; legal research, document drafting, contract analysis, due diligence. $5B valuation.",,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 Hebbia,"Web, Web app",Proprietary,Cloud,"AI analyst for finance/legal; Matrix architecture processes thousands of documents; due diligence, contract analysis. $700M valuation.",Financial / Document Analysis,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0
 Hemingway Editor,"Web, Desktop",Proprietary,Local-only (desktop) / Cloud (web),Readability-focused editor that enforces clarity and simplification at sentence level,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Heptabase,"Desktop, Web",Proprietary,Cloud,"Visual knowledge management with whiteboards, card-based notes, AI assistant; great for research",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Heyday,Browser Extension,Proprietary,Cloud,AI memory assistant that resurfaces previously encountered content when it becomes relevant again,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 HeyGen,Web,Proprietary,Cloud,AI avatar video creation with strong multi-language support,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 HIX AI,Chrome,Proprietary,Cloud,All-in-one browser extension with 120+ dedicated AI writing tools and quick lookup toolbar powered by GPT models.,,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Hocoos,Web,Proprietary,Cloud,Question-driven AI website builder — no prompts needed. Includes AI logo maker. Free plan with hosting. Paid from $15/month.,,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Hootsuite (OwlyWriter AI),"Web, Mobile",Proprietary,Cloud,"Social media management with AI caption generation, content repurposing, social listening",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Hoppy Copy,Web,Proprietary,Cloud,"AI email content generator with 50+ templates, newsletter tools, spam check, competitor monitoring",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Hostinger AI Website Builder,Web,Proprietary,Cloud,"AI generates complete websites in minutes. Built-in hosting, SSL, basic SEO. Starts under $3/month.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Hostinger Horizons,Web,Proprietary,Cloud,AI-powered web app builder for entrepreneurs/creators. No coding needed. Guided steps for building web apps.,,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 how2,CLI (npm),Open Source,Hybrid (AI server + StackOverflow),Natural language unix command lookup. Like \`man\` but in plain English. AI completion + StackOverflow search fallback.,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 HubSpot AI,Web,Proprietary,Cloud,"AI email drafts, subject lines, blog summarization for social media within HubSpot Content Hub",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Hudson Labs,Web app,Proprietary,Cloud,"AI-powered fundamental research, forensic analysis, and Co-Analyst for asset managers",Financial / Investment,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Hugging Face Open Deep Research (smolagents),"CLI, Web (HF Spaces)",Open Source,Hybrid,Open reproduction of OpenAI Deep Research using smolagents; text browser + search; GAIA benchmark.,,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 HuggingChat (Hugging Face),Web,Open Source,Cloud,"Free open-source chatbot; multiple model options (Llama, Mistral, DeepSeek, Mixtral); no account required",,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 HuggingFace Chat UI,Web UI (self-hosted),Open Source (Apache-2.0),Hybrid,HuggingFace's official chat UI; connects to any OpenAI-compatible API; powers HuggingChat,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 HuggingFace TGI (Text Generation Inference),Server (Rust/Python/gRPC),Open Source (Apache-2.0),Local / Self-hosted,Powers HuggingChat and HF Inference API; high-throughput; production-ready,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Huginn,Self-hosted web app,Open Source (MIT),Local / Self-hosted,"Ruby-based event-driven agent system for monitoring, notifications, and personal task automation",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Hyper,Desktop app (cross-platform),Open Source,Local-only,Electron-based terminal. Community fork hyper-ai adds AI capabilities. No native AI features.,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Hyperbrowser,Cloud API,Proprietary,Cloud,Cloud-based headless browser infrastructure for AI agents.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Hypernotes (Zenkit),"Web, Mobile",Proprietary,Cloud,"Semantic network of thoughts with task management, offline support, and mobile apps",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 HyperWrite,"Web, Browser Extension",Proprietary,Cloud,Personal AI writing assistant that learns your style and provides tailored suggestions,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 iAsk AI,Web,Proprietary,Cloud,Source-based AI search; Concise/Average/Detailed depth; academic/forum/wiki source filtering; Ask5 multi-model.,,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 iAsk.AI,Web,Proprietary,Cloud,Free AI search engine for source-based factual answers; no data storage; instant cited responses,,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 IBM CLAI,CLI framework,Open Source,Hybrid,"IBM's CLI AI framework with ""Fixit"" skill for command correction and man page explorer using tldr. Research project.",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 IBM Geospatial Studio,Platform,Proprietary,Cloud,NASA-IBM collaboration on AI Foundation Models for Weather and Climate,Climate / Environmental,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 IBM RXN,"Web app, API",Proprietary,Cloud,Cloud-based tool for planning synthetic routes; trained on millions of chemical reactions,Chemistry,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 IBM watsonx Code Assistant,"VS Code extension, Eclipse plugin",Proprietary,Cloud,IBM's enterprise AI coding companion; contextually aware code assistance.,,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 IBM watsonx Code Assistant for Z,IDE Extension,Proprietary,Cloud,Mainframe modernization tool for enterprise COBOL/Z development.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 IFTTT,"Web app, Mobile app",Proprietary,Cloud,"Consumer-friendly automation connecting apps and smart devices with AI prompts for workouts, groceries, news",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Immersive Translate,"Chrome, Edge, Firefox, Safari, Mobile",Proprietary,Cloud,"Bilingual translation extension integrating 20+ AI translation engines (OpenAI, DeepL, DeepSeek, Gemini) for webpages, PDFs, ePub, subtitles, and manga. 10M+ users.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Import.io,Cloud platform,Proprietary,Cloud,Enterprise web data extraction platform.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Inciteful,Web,Free,Cloud,Paper discovery + literature connector; builds citation networks from multiple seed papers; aids interdisciplinary research.,,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 Inshellisense (Microsoft),"Shell plugin (bash, zsh, fish, PowerShell, etc.)",Open Source,Local-only,IDE-style autocomplete for 600+ CLI tools. Uses Fig's autocomplete spec database. Not AI/LLM-powered but intelligent completion.,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Insight AI,Web app,Proprietary,Cloud,"AI research assistant for scientific summaries, hypotheses, experimental designs; integrates 36M+ PubMed articles",Medical / Biomedical,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Insilico Medicine,Web app,Proprietary,Cloud,AI-designed therapeutics in human trials; ISM001-055 positive Phase IIa results,Drug Discovery,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Integrately,Web app,Proprietary,Cloud,No-code automation platform for connecting apps (continues operating independently),,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 IntelliCode,"VS Code extension (deprecated), Visual Studio (retained)",Proprietary,Cloud,Microsoft's AI-assisted completions based on open-source best practices. Being deprecated in VS Code in favor of Copilot.,,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 InternVL3,Model,Open Source,Local,Multimodal model evaluated on computer use benchmarks; GUI-specific evaluations,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 IPRally,Web app,Proprietary,Cloud,"Smart Search accepting text, images, PDFs, Office docs; upcoming IPRally Agent",Patent / IP,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 IQVIA AI Assistant,Web app,Proprietary,Cloud,GenAI for healthcare data-driven decision-making; 2024 Innovation Award winner,Medical / Pharma,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Iris AI,Web app,Proprietary,Cloud,Advanced systematic review and visual mapping for deep research analysis,Academic / Scientific,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 iTerm2,Desktop app (macOS),Open Source,Local-only,Feature-rich macOS terminal. AI Shell integration supported. No native AI.,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Jace AI (Zeta Labs),Web app,Proprietary,Cloud,Autonomous web agent by ex-Meta engineers; AWA-1 web-interaction model; multi-step processes; backed by Daniel Gross & Nat Friedman,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Jamie,"Web, Desktop",Proprietary,Cloud,"AI meeting notes across any platform including offline, no bot needed, privacy-first",,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0
 Jan,"Desktop (Win/Mac/Linux), Desktop",Open Source (AGPL-3.0) / Open Source,"Hybrid (local-first, optional cloud APIs) / Local-only / Hybrid",Offline ChatGPT alternative with clean UI; powered by Cortex.cpp engine; MCP support,,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0
 Jan.ai,"Desktop (macOS, Windows, Linux)",Open Source,Local-only,Privacy-first ChatGPT alternative; beautiful UI; log viewer; OpenAI-compatible API; imports models from other tools,,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 Jasper,Web,Proprietary,Cloud,"Content-focused AI for marketers; blogs, ads, emails, social media; brand tone matching; ~20% of Fortune 500 use it; $55M revenue (2024)",,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 Jasper AI,"Chrome, Edge, Web, Web app",Proprietary,Cloud,"AI content creation platform with 50+ templates for marketing, copywriting, and content workflows, with tone adjustment including celebrity impressions.",,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,1,0
 Jenni AI,"Web, Chrome, Web app",Proprietary,Cloud,"AI academic writing assistant; in-text citations from latest research, 2,600+ citation styles, Zotero/Mendeley import.",Academic Writing,0,0,0,0,0,1,0,0,1,0,0,0,0,0,1,0,0
 JetBrains AI Assistant,"JetBrains plugin (all IDEs), VS Code preview",Proprietary,Cloud / Hybrid,"Native JetBrains AI; refactoring, debugging, test generation, BYOK support for OpenAI/Anthropic/local models.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 JetBrains Fleet,Desktop,Proprietary,Hybrid,Lightweight editor from JetBrains that scales to full IDE features. AI assistant integrated. Free during public preview.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 "JetBrains IDEs (IntelliJ, WebStorm, PyCharm, etc.)",Desktop,Proprietary,Hybrid,AI Assistant deeply integrated into JetBrains' type-safe IDEs. Uses IDE's internal symbol map for safe refactors. From $16.90/mo + $10/mo AI.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 JetBrains Qodana,"JetBrains plugin, CI/CD",Proprietary,Cloud / Self-hosted,"Automated code refactoring, security analysis, technical debt management for JetBrains IDEs.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Jetwriter AI,"Chrome, Desktop, Mobile, Browser Extension",Proprietary,Cloud,"AI writing extension for emails, grammar correction, translation, and research, with context-aware replies for Gmail, LinkedIn, and Freshdesk.",,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0
 Jina AI DeepSearch / node-DeepResearch,"API, CLI, Web",Open Source,Hybrid,Search-read-reason loop until answer found; state machine architecture; OpenAI API compatible. Free 10M tokens.,,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 Jitera,"Eclipse plugin, web-based",Proprietary,Cloud,"AI-powered programming context system; code generation, testing, debugging acceleration.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Joplin,"Desktop, Mobile",Open Source,Local-first (optional E2E sync),Privacy-focused markdown notes with notebooks/tags; no native AI but extensible via plugins,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 JotMe,"Web, Desktop, Mobile, Browser Extension",Proprietary,Cloud,Real-time AI translation supporting 77+ languages with human interpreter integration,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Julius AI,Web app,Proprietary,Cloud,AI statistical analysis for portfolio optimization and technical indicator analysis,Financial / Data Analysis,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Junie,JetBrains plugin,Proprietary,Cloud,JetBrains' autonomous AI coding agent; handles tasks autonomously or collaboratively from chat interface.,,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Jupyter AI,IDE Extension (Jupyter),Open Source,Hybrid,AI assistant specifically for Jupyter notebooks. Data-science focused.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Kagi,"Web, Browser extensions",Proprietary,Cloud,"Premium ad-free search engine; supports OpenAI, Anthropic, Google, Grok, Mistral models; subscription-based ($5-25/mo)",,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Keenious,"Web app, Word plugin",Proprietary,Cloud,AI tool that scans text and recommends relevant journal articles; available as Word plugin,Academic / Scientific,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Kestra,"Web app, Self-hosted",Open Source (Apache 2.0),Hybrid,YAML-declarative workflow orchestration with modern UI for scalable enterprise use,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Khoj AI,"Web, Desktop, Mobile, WhatsApp, Obsidian, Emacs",Open Source,Hybrid (self-host or cloud),"Personal AI second brain; search docs, chat with knowledge base, custom agents, automation; supports multiple LLMs",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Kilo Code,"IDE Extension (VS Code), VS Code extension, JetBrains plugin, CLI",Open Source / Open Source (Apache-2.0),Hybrid / Hybrid (BYOK),"Open-source AI coding agent; structured modes, tighter context handling, full transparency.",,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Kilo Code CLI,CLI + VS Code + JetBrains + Mobile,Open Source,Hybrid,"Model-agnostic (500+ models), parallel mode, multi-mode (Architect/Coder/Debugger), sync across interfaces",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Kimi (Moonshot AI),"Web, iOS, Android, Mobile",Proprietary,Cloud,200K+ character input; 13M+ users; popular with students/professionals for long documents; Kimi K2.5 with video generation (Jan 2026),,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0
 Kimi CLI (MoonshotAI),CLI (cross-platform),Open Source,Cloud (Moonshot API),"Terminal AI agent with shell mode (Ctrl-X toggle), can read/edit code, execute commands, search web, plan autonomously.",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Kimi Code CLI (MoonshotAI),CLI,Open Source,Cloud,"Terminal agent by Moonshot; shell mode (Ctrl-X), Agent Client Protocol (ACP), plan-and-adjust workflow",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Kindroid,"Web, iOS, Android",Proprietary,Cloud,Custom AI character companion; advanced memory; real-time voice calls; encrypted messages; less restrictive filters,,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 Kiro,Desktop,Proprietary,Hybrid (AWS-backed),"AWS/Amazon AI IDE. Spec-driven development (SDD), agentic AI, Hooks for file-change triggers. Built on Code OSS. Claude Sonnet models.",,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Kiro (AWS),"Standalone IDE (VS Code fork), Desktop",Proprietary,Cloud,"Agentic IDE from AWS. Starts with structured requirements/spec, design doc, and task plan before coding. Built for traceability and governance.",,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Kiro CLI,CLI + IDE,Proprietary,Cloud,"AWS-backed spec-driven development; background agents on file-save events, conversation-to-code-to-deployment",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Kissflow,Web app,Proprietary,Cloud,"Low-code enterprise platform for workflow automation, app building, and governance",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Kitty,Desktop app (cross-platform),Open Source,Local-only,"GPU-based terminal with graphics, ligatures, tabs/panes. No native AI but extensible via kittens.",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Kleap,Web,Proprietary,Cloud,Mobile-first AI website builder. Creates mobile websites for businesses in seconds. E-commerce support from $12/month.,,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Klue,"Web, Web app",Proprietary,Cloud,Sales-focused competitive landscape analysis; competitive intelligence for sales enablement.,Competitive Intelligence,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0
 Knack,Web,Proprietary,Cloud,No-code database and app-building platform with AI features.,,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Knowmax,Web,Proprietary,Cloud,"AI knowledge management with smart search, content creation, multilingual translation, decision trees",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Koala AI (KoalaWriter),Web,Proprietary,Cloud,SEO-focused AI article engine using live SERP data for blog post generation,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 KoboldAI,Web UI (self-hosted),Open Source (AGPL-3.0),Local / Self-hosted,Smart context handling; flexible text editing; adventure/story mode; predecessor to KoboldCpp,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 KoboldCpp,Single executable + Web UI,Open Source (AGPL-3.0),Local-only,"Builds on llama.cpp; adds built-in KoboldAI Lite UI; supports text, image gen, TTS, STT; zero install",,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Komandi,Desktop app,Proprietary,Cloud,"AI-powered terminal command manager. Create, store, and execute CLI command snippets via natural language prompts.",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Kombai,Browser-based,Proprietary,Cloud,Figma-to-code generator.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Kome AI,"Chrome, Edge, Opera, Brave, Arc",Proprietary,Cloud,"One-click summarizer for articles, news, YouTube videos, and websites with AI-powered bookmark management for content repurposing.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Komo AI,Web,Proprietary,Cloud,"Privacy-focused AI search with Chat (idea generation), Explore (trending topics), Search modes; supports DeepSeek R1, Llama 4, GPT-4.1, Claude 4.5, Gemini 2.5 Pro",,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0
 Kompas AI,"Web, iOS App",Proprietary,Cloud,"Purpose-built iterative deep research and report generation; ""Research Further"" for multi-stage investigation; PDF/doc export.",,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 Kortex,"Web, Desktop",Proprietary,Cloud,"AI-powered second brain for writing, social posts, and content creation",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Kosmik,"Desktop, Web",Proprietary,Cloud,"AI-first research and ideation canvas with built-in browser, auto-tagging, persistent search stacks",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Krisp,"Desktop, Mobile",Proprietary,Hybrid (on-device processing),Noise cancellation + AI transcription/summarization; 96% accuracy; enterprise-grade privacy,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 KTransformers,Library (Python),Open Source,Local-only,CPU-optimized heterogeneous inference; excels at MoE models; CPU/GPU offloading,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 KUDO,Web,Proprietary,Cloud,Live AI speech translation and real-time captions for events with client glossary management,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 KushoAI,Web-based,Proprietary,Cloud,API testing agent.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 LangChain / LangGraph,"Library, Library (Python/JS)",Open Source,Hybrid / Local / Hybrid,Framework for building LLM agents with RAG; LangGraph adds graph-based multi-agent orchestration.,,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0
 LangChain Open Deep Research,CLI,Open Source,Hybrid,"Configurable open source deep research agent; works across model providers, search tools, MCP servers.",,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 LangFlow,"Web app, Self-hosted",Open Source,Hybrid,Visual no-code builder for LangChain-based workflows with drag-and-drop interface,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Langformers,Library (Python),Open Source,Hybrid,Three-line Python to chat with HuggingFace/Ollama models; ChatGPT-style web UI,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 LangFuse,Web UI (self-hosted),Open Source (MIT),Local / Self-hosted,"LLM observability, metrics, evals, prompt management; complements local LLM setups",,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Language Reactor,Chrome,Proprietary,Cloud,"Language learning extension that enhances Netflix, YouTube, and other media with dual subtitles and AI-powered vocabulary tools.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 LanguageTool,"Web, Desktop, Browser Extension",Open Source (core),Hybrid (has offline mode),Grammar and style checker supporting 30+ languages with privacy-friendly offline option,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 LASER AI,Web app,Proprietary,Cloud,"AI-supported evidence synthesis workspace; ISO 27001, SOC 2, FedRAMP compliant",Systematic Review,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Latenode,Web app,Proprietary,Cloud,"No-code/low-code hybrid automation platform with built-in AI credits, custom JS nodes, headless browser",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Lattics,"Desktop (macOS, Windows)",Proprietary,Local-first,"Brain-like writing tool for academic research with cards library, graph views, auto-bibliography",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 LaVague,Web (Selenium/Playwright),Open Source,Local / Hybrid,Large Action Model framework for web agents; Selenium/Playwright drivers; Chrome extension; customizable LLM backend,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Le Chat (Mistral AI),"Web, iOS, Android",Proprietary (some models open-weight),Cloud,"European AI assistant; GDPR-compliant; 1000 words/sec streaming; web search, OCR, deep research, image generation; Pro at $14.99/month; 1.3M downloads",,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 Leap AI,Web app,Proprietary,Cloud,"No-code workflow automation connecting AI models (text, image, audio, video) with 300+ integrations",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Leap.new,Browser-based,Proprietary,Cloud,App builder with real backend services.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 LEGALFLY,Web app,Proprietary,Cloud,"AI-native workspace for legal research, contracting, and compliance; used by SAP, Lufthansa, AXA",Legal,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Legora,Web app,Proprietary,Cloud,Collaborative AI workspace for lawyers; ISO 42001 and ISO 27001 certified,Legal,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Lepton Search,Web (self-hostable),Open Source,Hybrid,Conversational AI search in <500 lines of code; uses Mixtral-8x7b; inspired by Perplexity/Phind; 4.7K GitHub stars,,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Levity AI,Web app,Proprietary,Cloud,"No-code AI for classifying unstructured data (emails, images, text); pivoted to logistics focus",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Lex,Web,Proprietary,Cloud,"Minimalist AI writing app with focus/dark modes; type ""+++"" for AI sentence completion",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Lex Machina,Web app,Proprietary,Cloud,"Predictive analytics for litigation: case outcomes, judicial behavior, legal strategies",Legal / Litigation Analytics,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Lexis+ AI,Web app,Proprietary,Cloud,"LexisNexis AI with Brief Analysis tool, citation validation, and Judicial Analytics for ruling patterns",Legal,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 LibreChat,Web UI (self-hosted),Open Source (MIT),Hybrid,Fully customizable; compatible with any AI provider; unified interface,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Lightpanda,Headless browser (Zig),Open Source,Local,"Headless browser designed for AI/automation; 9x less memory than Chrome, 11x faster execution.",,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Lindy,"No-code platform, Web, Web app",Proprietary,Cloud,"AI meeting assistant with transcription, summaries, custom recipe prompts; supports GPT-5/Claude/Gemini",,0,0,0,0,0,0,0,0,0,0,1,0,1,1,0,1,0
 Lindy Build,Web,Proprietary,Cloud,"Describe app in plain English, generates full-stack app with QA/debugging. 4,000+ integrations with Notion, Airtable, Google Sheets, etc.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Liner,"Web, Mobile (iOS/Android), Browser extension",Proprietary,Cloud,"AI search for students/researchers; 10M+ users; 460M+ papers; citation recommender; supports GPT-5, Gemini, Claude",,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 LiteLLM,Server (Python),Open Source (MIT),Hybrid (proxy for any LLM API),Proxy that unifies multiple inference APIs into single OpenAI-compatible endpoint,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Litmaps,Web,Proprietary (Freemium) / Proprietary,Cloud,Citation mapping with optional AI semantic search; time-based citation networks; interdisciplinary gap identification.,,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0
 llama.cpp,Library + CLI,Open Source (MIT),Local-only,C++ inference for LLaMA-family models; CPU-optimized with GPU offloading; GGUF format; underlies most local LLM tools,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 llama.vim,Vim/Neovim plugin,Open Source,Local / Hybrid,"LLM-assisted code/text completion; 1.8K stars, works with local models.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 LlamaCoder,Browser-based,Open Source,Hybrid,Open-source model-based code generation.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Llamafile,Single executable,Open Source (Apache-2.0),Local-only,Mozilla-backed; packages model + engine into one cross-platform executable; zero install,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 LlamaGPT,Web (self-hosted),Open Source,Local-only,Self-hosted private ChatGPT; Docker-based; requires CUDA GPU for best performance,,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 llm (Simon Willison),CLI (Python),Open Source (Apache-2.0),Hybrid (local via plugins + cloud),CLI tool and Python library for LLMs; llm-mlx plugin for Apple Silicon; extensible,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 LLM Hub,Android,Open Source,Local-only,Local AI assistant on Android,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 LLMChat.co,Web,Open Source,Hybrid,"Open-source research platform; Web Search, Pro Search, Deep Research; BYOK; local chat history.",,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 LLMFarm,iOS / macOS,Open Source,Local-only,Run llama.cpp/GGML models offline on Apple devices; Swift-based,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 LLmHub Open Computer Use,Desktop (cross-platform),Open Source,Hybrid,Autonomous virtual computer agents at scale; browser automation + terminal + desktop interaction; production-ready,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 llmware,Library (Python),Open Source (Apache-2.0),Local / Self-hosted,Enterprise RAG pipelines with small specialized models; runs on laptops,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 LM Studio,"Desktop (macOS, Windows, Linux), Desktop (Win/Mac/Linux)",Proprietary (free),"Local-only / Hybrid (local-first, optional cloud)",Polished GUI for local LLMs; run multiple models simultaneously; model comparison; non-technical friendly,,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0
 LM Studio + IDE plugins,Desktop + IDE Extension,Proprietary (free),Local,Local LLM runner with UI. Can serve as backend for various AI coding tools.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 LobeChat,Web UI (self-hosted),Open Source (MIT),Hybrid,"Modern ChatGPT-like UI; MCP, plugins, agent marketplace; multi-modal; supports Ollama locally",,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 LobeHub (LobeChat),"Web (self-hosted), Desktop",Open Source,Local / Hybrid,Agent platform; multi-agent collaboration; self-hosted with local DB or PostgreSQL; plugin ecosystem,,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 Local++,iOS / Android,Open Source,Hybrid (local + Routstr cloud),On-device LLMs + anonymous cloud inference,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 LocalAI,"Server (Docker/binary), Self-hosted (Docker/CLI)",Open Source (MIT) / Open Source,Local-only,"Drop-in OpenAI API replacement; text, image, audio; distributed inference; MCP integration",,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0
 Locally AI,iOS,Proprietary,Local-only,Local AI chat app for iPhone,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Locofy.ai,Web + Figma/XD plugin,Proprietary,Cloud,"Converts Figma and Adobe XD designs into production-ready frontend code (Next.js, Gatsby, Flutter).",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Logically (formerly Afforai),Web,Proprietary,Cloud,"All-in-one research workspace; literature discovery, annotation, citation, collaboration; multi-language search.",,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 Logseq,"Desktop, Mobile",Open Source,Local-first (optional sync),"Open-source outliner with graph-based thinking, bi-directional links; AI via plugins",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Lollms-WebUI,Web UI (self-hosted),Open Source,Hybrid,Lord of Large Language and Multimodal Systems; listed in Ollama's official ecosystem,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Lovable,Web,Proprietary,Cloud,"Generates full-stack apps (React, TypeScript, Supabase) from natural language prompts. Raised $330M in Dec 2025. 500K+ users generating 25K apps daily.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Lovable (formerly GPT Engineer),Browser-based,Proprietary,Cloud,Full-stack app builder from prompts. React/TypeScript + Supabase. $20M ARR in 2 months. 20x faster development claim.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 LTX Studio,Web,Proprietary,Cloud,Script-to-screen AI filmmaking tool with storyboards and cinematic sequences,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Lufe.ai,Chrome,Proprietary,Hybrid,"AI translator supporting 100+ languages with free machine translation and paid AI translation, focused on bilingual reading experience.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Lumen5,Web,Proprietary,Cloud,AI converting written content into animated video for social media,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Luminance,Web app,Proprietary,Cloud,AI-powered contract analysis and review platform,Legal / Contracts,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 macai,macOS (native),Open Source,Hybrid,Native macOS AI chat for any AI provider,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Mage,Browser-based,Proprietary,Cloud,Wasp/React/Node.js app generator.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Magic Patterns,Browser-based,Proprietary,Cloud,Multi-system UI designer from prompts.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Magical,"Chrome, Browser extension",Proprietary,Cloud,Chrome extension automating repetitive tasks through AI-driven autofill and text expansion for routine data entry and messaging workflows.,,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0
 MagicPatterns,Web,Proprietary,Cloud,"Prompt-to-UI tool for teams. Works with existing design systems using your own design tokens, spacing, and components.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 MagicSlides,Web (Google Slides add-on),Proprietary,Cloud,AI slide generator for Google Slides from topics or text,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Magictool AI,"Chrome, Firefox",Proprietary,Cloud,"All-in-one AI assistant with 20+ tools including writing, grammar checking, paraphrasing, translation, image generation, YouTube summarization, and PDF chat.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Maid,Android / Win / Mac / Linux,Open Source (MIT),Hybrid (local GGUF + Ollama + OpenAI),Cross-platform Flutter app; SillyTavern character card support; HuggingFace model downloads,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Mailmeteor AI,Web,Proprietary,Cloud,"Free AI email writer for professional, personal, and marketing emails",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Make (formerly Integromat),Web app,Proprietary,Cloud,"Visual no-code automation platform with 3,000+ app integrations, drag-and-drop canvas, agentic workflows",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Manus,Web-based,Proprietary,Cloud,"General-purpose autonomous AI agent for end-to-end software development. Research, code, manage full lifecycle.",,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Manus AI,Web app / Mobile app,Proprietary,Cloud,General-purpose autonomous agent; wrapper around Claude 3.5/3.7 + Qwen; virtual computing environment; acquired by Meta (Dec 2025),,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Manus Browser Operator,Web app,Proprietary,Cloud,Browser automation agent available to all Manus users; Chrome/Edge recommended.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Marblism,"Browser-based, Web",Proprietary,Cloud,"Generates full-stack apps (Next.js + NestJS) from a single prompt — database schemas, backend APIs, frontend pages. Stripe integration included.",,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 MarketMuse,Web,Proprietary,Cloud,AI content strategy and optimization platform for topical authority,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 MarsCode,"Standalone IDE, browser-based",Proprietary,Cloud,"AI-powered IDE with code completion, explanation, debugging; natural language interaction, plugin development support.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 MatSciBERT,Model,Open Source,Local / Cloud,Specialized BERT model trained on materials science literature,Materials Science,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Matter AI,GitHub integration,Open Source,Cloud,Team-customizable code reviewer.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 MaxAI.me,Chrome,Proprietary,Cloud,"On-page AI tool powered by ChatGPT, Claude, Bard, and Bing AI for use anywhere online with summarization and writing features.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Maxthon,"Desktop (Windows, macOS), Mobile",Proprietary,Cloud,"Built-in AIChat sidebar; partnership with uuGPT.com for conversational AI engine; AI-powered summarizers, translators, intelligent prompts planned; Web3-ready architecture; cross-platform sync",,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
 Medidata AI,Web app,Proprietary,Cloud,"Purpose-built AI for clinical trials: protocol optimization, site activation, data management; 36K+ trials, 11M+ participants",Clinical Trials,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 MeetGeek,"Web, Mobile, Browser Extension",Proprietary,Cloud,"AI meeting assistant with detailed insights: talk time, themes, sentiment, productivity score",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Meku.dev,Web,Proprietary,Cloud,AI web app builder generating full React + Tailwind code that users fully own.,,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Melies,Web,Proprietary,Cloud,AI screenwriting tool with step-by-step process from brainstorming to final script,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Melty,Desktop,Open Source (VS Code fork),Hybrid,"Chat-first code editor with change previews, multi-file editing, and AI commit writing.",,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Mem,"Web, Mobile",Proprietary,Cloud,AI thought partner turning brain dumps into organized notes with meeting transcription,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Mem AI,"Web, Desktop, Mobile",Proprietary,Cloud,"AI thought partner that auto-organizes notes, offers contextual search and chat with your notes",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Mentat,CLI,Proprietary / Open Source,Hybrid,"Terminal AI coding assistant; multi-file editing, project-wide context, SWE-bench Lite 38%",,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Mentat AI,CLI tool,Open Source (BYOK),Hybrid,"Open-source AI coding agent; operates from terminal, understands project context.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Merlin AI,"Chrome, Edge, Firefox, Chromium-based",Proprietary,Cloud,"26-in-1 AI browser extension with 70+ tools for research, summarization, translation, writing, coding, and diagramming, powered by ChatGPT, Claude, Gemini, Mistral.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Meta AI,"Web, iOS, Android, WhatsApp, Instagram, Messenger, embedded in Facebook/Instagram/WhatsApp/Messenger",Open Source (Llama models) / Proprietary,Cloud,Meta's standalone AI app (launched Apr 2025); powered by Llama 4; integrated across Meta's social platforms,,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0
 MetaGPT,CLI,Open Source,Hybrid,"Multi-agent framework; GPTs play PM/architect/engineer roles, full SDLC simulation from one-line requirements",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Metaso,Web,Proprietary,Cloud,"AI search aggregator; structured answers (mind maps, outlines); focused on students and researchers",,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 Metaso (秘塔),"Web, Mobile",Proprietary,Cloud,AI search aggregator for students/researchers; structured mind map and academic outline format; ad-free productivity focus,,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Meticulous.ai,Web-based,Proprietary,Cloud,Self-maintaining E2E tests.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Micro Agent (by Builder.io),CLI,Proprietary,Hybrid,Code writing agent by Builder.io.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Microsoft 365 Copilot Extension,"Chrome, Edge",Proprietary,Cloud,"Browser extension delivering personalized Copilot results from work-related apps (Azure DevOps, Jira, Confluence, ServiceNow, GitHub, Salesforce).",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Microsoft AI Shell,"CLI (Windows Terminal, iTerm2)",Open Source,Cloud (Azure OpenAI GPT-4o),Interactive chat interface in terminal. Includes Azure OpenAI agent and Copilot in Azure agent.,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Microsoft AutoGen,Framework (Python),Open Source,Local / Hybrid,Multi-agent framework; user proxy agents; group chat manager; AutoGen Studio low-code tool,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Microsoft Copilot,"Web, iOS, Android, Desktop (Windows), Desktop (Windows/Office), Mobile",Proprietary,Cloud,"Built into Microsoft 365 (Word, Excel, Teams, Outlook, PowerPoint); Bing search integration; GDPR/HIPAA compliance features",,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0
 Microsoft Copilot (Bing AI),"Web, Mobile, embedded in Edge/Windows/Office",Proprietary,Cloud,"AI-powered search in Bing using OpenAI models; Copilot Voice, Vision, Think Deeper reasoning; ~33M MAU",,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Microsoft Copilot Deep Research,"Web, Desktop App",Proprietary,Cloud,"Deep Research via Azure AI Foundry Agent Service; enterprise integration, structured auditable reports.",,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 Microsoft Copilot Studio (Computer Use),Windows desktop / Web,Proprietary,Hybrid,Computer use in public preview; agents automate tasks on desktop and browser apps using virtual mouse/keyboard; enterprise-focused,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Microsoft Copilot Studio Computer Use,Enterprise platform,Proprietary,Cloud,"Agent interacts with Windows computers — buttons, menus, text entry; CUA-powered, Windows-focused.",,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Microsoft Edge (with Copilot),"Desktop (Windows, macOS), Mobile",Chromium (open source base) / Proprietary,Cloud,Copilot sidebar with multi-tab context; Copilot Actions (browser control via text); Copilot Journeys (browsing history memory); Copilot Mode for immersive task-oriented experience; enterprise features GA expected Feb 2026,,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
 Microsoft Edge Copilot,Edge (built-in),Proprietary,Cloud,"Built-in AI assistant in Edge for shopping, answering questions, summarizing information, and content discovery with side-by-side view.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Microsoft Fara-7B,Windows desktop,Open Source (MIT),Local / Hybrid,7B-parameter on-device agentic model for computer use; pixel-in/action-out; runs on Copilot+ PCs; built on Qwen-2.5-VL-7B,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Microsoft IntelliCode,IDE Extension (Visual Studio),Proprietary,Hybrid,AI-assisted code recommendations in Visual Studio. Included with Visual Studio subscriptions. Best for .NET.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Microsoft OneNote (Copilot),"Web, Desktop, Mobile",Proprietary,Cloud (OneDrive),"Full-featured note-taking with Microsoft Copilot AI for summarization, outlining, text generation",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Microsoft Power Automate,"Enterprise platform, Web app, Desktop app",Proprietary,Cloud / Cloud / Hybrid,"33M+ monthly active users, AI Copilot for natural language automation, deep Microsoft ecosystem integration",,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0
 Microsoft SwiftKey,"Mobile (iOS, Android)",Proprietary,Hybrid,"AI predictive keyboard with Copilot integration, personalized predictions",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Microsoft UFO / UFO³,Windows desktop,Open Source,Local,UI-Focused agent for Windows OS; dual-agent framework (HostAgent + AppAgent); GPT-Vision powered; Galaxy multi-device orchestration,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Milanote,"Web, Mobile",Proprietary,Cloud,"Visual boards for creatives — moodboards, project planning, drag-and-drop with notes, images, links",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Mindbreeze,Enterprise appliance/cloud,Proprietary,Hybrid,Enterprise search with applied AI and knowledge management; appliance and cloud services; based in Chicago/Linz,,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 MindStudio,"Web (No-code builder), Web app",Proprietary,Cloud,"Visual builder for custom research agents; 200+ AI models; market research, lit tracking, data analysis pipelines.",,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0
 Mini-Kode,CLI (TUI),Open Source,Hybrid,"Educational AI coding agent; React/Ink terminal UI, MCP integration, multi-LLM (OpenAI/GLM/DeepSeek)",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Minimal LLM UI,Web UI (self-hosted),Open Source (MIT),Local-only (Ollama),Minimalistic React/Next.js UI for Ollama; offline-capable,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Miro AI,"Web, Desktop, Mobile",Proprietary,Cloud,"Collaborative infinite canvas with AI image generation, diagramming, brainstorming at massive scale",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Mistral Vibe,CLI,Open Source,Cloud,"Minimal CLI coding agent by Mistral AI; shell commands, grep, todo list, subagent delegation, config.toml",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 mistral.rs,Server + CLI + Library,Open Source (MIT),Local-only,Rust-native inference on Candle framework; web UI; auto-detects HuggingFace models; MCP client support,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 MITHRIL,iOS,Proprietary,Local-only,Local LLM app for iOS,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 MLC-LLM (MLCEngine),Server + Mobile + Browser,Open Source (Apache-2.0),Local-only,Universal deployment via ML compilation (Apache TVM); runs on Linux/Mac/Win/iOS/Android/WebBrowser,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 MLX / mlx-lm,Library + CLI (Mac only),Open Source (MIT),Local-only,Apple's ML framework optimized for Apple Silicon; unified memory; quantization; Swift/C++/Python bindings,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Mocha,"Browser-based, Web",Proprietary,Cloud,"No-code AI builder for non-technical founders. Built-in database, hosting, auth requiring zero configuration. Solves the ""Technical Cliff"" deployment problem.",,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Mojeek,Web,Proprietary,Cloud,UK-based independent search with own crawler/index (not borrowed from Google/Bing); no cookies or IP logging; rare truly independent engine,,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Monday.com,"Web app, Mobile app",Proprietary,Cloud,Workflow automation with visual customization and AI-powered recommendations,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Monica AI,"Chrome, Edge, Safari, Desktop, Mobile",Proprietary,Cloud,"All-in-one AI assistant integrating GPT-4/5, Claude, Gemini, DeepSeek for chat, PDF analysis, summarization, writing, image/video generation, and translation. 10M+ users.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Morningstar Direct,Web app,Proprietary,Cloud,Investment research platform with AI-enhanced analytics,Financial / Investment,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Morphic,Web (self-hostable),Open Source (Apache-2.0),Hybrid,"AI answer engine with generative UI; supports OpenAI, Anthropic, Groq, Ollama, Google AI models; builds its own interface per query",,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Motion,"Web, Mobile, Web app, Mobile app",Proprietary,Cloud,"AI-powered calendar, task, and project management that auto-schedules based on priorities and deadlines",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0
 msg Local AI: Chat,Desktop (Electron),Open Source,Local-only,Built on Faraday; pre-installed Mistral 7B models; 24 AI characters; GDPR-compliant,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Msty (Msty Studio),Desktop (Win/Mac/Linux),Proprietary (free tier),Hybrid (local + cloud providers),One-click setup; RAG stacks; MLX support on Mac; featured by Apple for M5 launch,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 MuleSoft,Web app,Proprietary,Cloud / Hybrid,Salesforce-owned API integration platform with intelligent agent routing for enterprise automation,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Multi AI Sidebar,"Chrome, Firefox",Proprietary,Cloud,"Wrapper for AI apps (ChatGPT, Bing AI, Copilot, Gemini) in a single sidebar panel with low resource consumption.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 MultiOn,"Browser extension + API, API / SDK",Proprietary,Cloud,Autonomous web agent; natural language commands; CAPTCHA solving; parallel agents; integrates with CrewAI and LangChain,,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0
 Mutable,Browser-based,Proprietary,Cloud,Web-based IDE integrated with chatbot and GitHub.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 MyMemo,Web,Proprietary,Cloud,AI knowledge base that understands uploads; chat with MemoAI to query your stored knowledge,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 MyMind,"Web, Mobile, Browser Extension",Proprietary,Cloud,Visual AI-powered second brain for creatives; auto-tags and organizes saved content without manual effort,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 n8n,"Web app, Self-hosted",Source-available (fair-code),Hybrid,"AI workflow automation with 600+ templates, code fallback (JS/Python), self-hosted AI starter kit with Ollama",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 n8n (AI Web Scraper),Self-hosted / cloud workflow,Open Source,Hybrid,Workflow automation platform with AI agent web scraping templates.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Nanobrowser,"Chrome, Browser extension",Open Source,Hybrid,"Open-source Chrome extension for AI-powered web automation with multi-agent workflows using your own LLM API keys. Supports OpenAI, Anthropic, Gemini, Ollama. Privacy-focused, runs locally.",,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0
 Napkin,Web,Proprietary,Cloud,AI tool for turning text into visual diagrams and infographics,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Napkin AI,Web,Proprietary,Cloud,"Text-to-visual generation — turns text into diagrams, infographics, mind maps instantly",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Narrato,Web,Proprietary,Cloud,"AI content platform combining planning, briefs, writing, and optimization",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 NaturalReader,Chrome,Proprietary,Cloud,AI text-to-speech extension with smart reader that avoids reading headers/footers/citations. 150+ voices across 20+ languages.,,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Naver,"Web, Mobile",Proprietary,Cloud,"South Korea's dominant search engine (~39M MAU); integrates local news, shopping, maps, community; AI features being added",,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Naver Whale,"Desktop, Mobile",Proprietary,Cloud,Built-in Papago neural machine translation; AI search in address bar; shopping agent and AI Tab (conversational search) planned for 2025-2026; currently Korea-focused with global launch delayed,,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
 neocodeium,Neovim plugin,Open Source,Cloud,Free AI completion plugin for Neovim using Codeium.,,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Neovim + AI plugins,Desktop (terminal),Open Source,Local / Hybrid,"AI via plugins: Copilot.vim, Codeium.nvim, ChatGPT.nvim, etc.",,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 NeuralGCM (Google),Framework,Open Source,Cloud / Local,Hybrid AI-physics atmospheric model for global precipitation; open-sourced,Climate Modeling,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 NeuronWriter,Web,Proprietary,Cloud,AI content optimization tool with NLP and SERP analysis,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Next.js Ollama LLM UI,Web UI (self-hosted),Open Source,Local-only (Ollama),Full-featured Next.js web interface for Ollama,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 NextChat (ChatGPT-Next-Web),Web UI + Desktop,Open Source (MIT),Hybrid,Cross-platform ChatGPT UI; supports local backends,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Nily AI,Chrome,Proprietary,Cloud,"Sidebar with 20+ AI assistants (ChatGPT-4o, Gemini 1.5 Pro, Llama 3.1, Claude 3.5 Sonnet) plus OCR, translation, and summarization. Free OCR with no limits.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Ninja AI Deep Research,Web,Proprietary,Cloud,"Autonomous multi-step agent with backtracking, reflection, verification; tailored research plans from hundreds of sources.",,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 NLPatent,Web app,Proprietary,Cloud,Proprietary LLM trained on patent documents; natural language and whole-filing input,Patent / IP,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 NOAA Project EAGLE,Platform,Proprietary,Cloud,AI weather models fine-tuned on GraphCast; 9% of traditional computing resources,Weather / Climate,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Node-RED,Self-hosted web app,Open Source (OpenJS),Local / Hybrid,Flow-based low-code automation on Node.js; runs on Raspberry Pi to cloud VMs,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Nomi AI,"Web, iOS, Android",Proprietary,Cloud,Emotionally intelligent companion; infinite memory; multiple personas per account; strong personality maintenance; ~$13.33/month,,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 NoteGPT,"Web, Mobile, Browser Extension",Proprietary,Cloud,"All-in-one AI learning assistant; summarizes YouTube videos, PDFs, articles; note library management",,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0
 Notejoy,"Web, Desktop, Mobile",Proprietary,Cloud,"Team collaboration notes with fast search, real-time editing, threaded discussions; limited AI",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Notion AI,"Web, Desktop, Mobile, Web app, Desktop app, Mobile app",Proprietary,Cloud,"AI assistant integrated into notes/docs workspace for task creation, summarization, brainstorming",,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,1,0
 Notta,"Web, Mobile, Desktop",Proprietary,Cloud,"98%+ accuracy real-time transcription in 58 languages; works with Zoom, Meet, Teams",,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0
 NPC Shell (npcsh),Shell replacement (cross-platform),Open Source,"Hybrid (LiteLLM: Ollama, OpenAI, Anthropic, etc.)","Drop-in bash/zsh replacement with ReAct-style agentic shell. Multi-agent profiles (NPCs), tool capabilities (Jinxs).",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Nuclino (Sidekick AI),"Web, Desktop, Mobile",Proprietary,Cloud,"Lightweight wiki/knowledge base with AI assistant for writing, summarizing, and image generation",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 NVIDIA BioNeMo,"Framework, API",Open Source,Cloud / Hybrid,"ML framework for DNA, RNA, protein modeling; $1B Eli Lilly partnership",Drug Discovery / Genomics,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Nxcode,"Browser-based + IDE, Web",Proprietary,Cloud,"Chat-based website builder creating wireframes first, then applying design. No-code AI builder.",,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 O-mega.ai,Web platform,Proprietary,Cloud,"AI agent platform; specialized personas (Outreach Specialist, Research Analyst, etc.); continuous operation + dashboard",,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Obsidian,"Desktop, Mobile",Proprietary (free for personal),Local-first (optional sync),"Markdown-based knowledge base with graph view; AI via community plugins (e.g. Copilot, Smart Connections)",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Octave,Web,Proprietary,Cloud,AI-powered tool for outbound sales with context-aware messaging and insights,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Octimine (Dennemeyer),Web app,Proprietary,Cloud,Boolean + AI semantic search across 150M+ patents,Patent / IP,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 OctoMind,Web-based,Proprietary,Cloud,Auto-maintenance test generator.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Octoparse,Desktop app / cloud,Proprietary,Cloud,No-code web scraping with pre-made templates and custom features.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 OECD AI Policy Observatory,Web platform,Open (free),Cloud,Database of 800+ AI policy initiatives from 69 countries; government-supplied data,AI Policy / Governance,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Ollama,"Desktop (macOS, Windows, Linux), CLI, CLI + Desktop (Win/Mac/Linux), CLI + server (cross-platform)",Open Source / Open Source (MIT),Local-only,Developer-focused local LLM runner; CLI interface; OpenAI-compatible API; extensive model library; CUDA/Metal/ROCm support,,0,0,0,0,1,0,0,0,0,0,0,1,1,0,0,0,1
 Ollama + IDE plugins,CLI + IDE Extension,Open Source,Local,"Local LLM runner. Pairs with Continue, Cline, Aider, etc. for fully local AI coding.",,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Ollamazing,Chrome,Open Source,Local-only,"Free open-source extension connecting to Ollama for running AI models locally (llama3.3, gemma, phi4, qwen, mistral, codellama, deepseek-r1). Complete privacy, no subscription.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 OmniParser (Microsoft),Library / Pipeline,Open Source,Local,Pure vision-based UI screen parsing; YOLO + Florence2; 20%+ improvement over GPT-4V on widget recognition,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 OneCompiler,Browser-based,Proprietary,Cloud,Online compiler supporting 70+ languages with AI assistance.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 OneLLM,iOS,Proprietary (free),Hybrid (local + cloud),"Dual AI engine; offline OCR, voice-to-text; Ollama Connect for remote LLMs",,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Opal (Google),Web,Proprietary,Cloud,"Google Labs experimental tool. Build AI mini-apps using natural language. Integrates with Google ecosystem (Sheets, Docs, Calendar, Drive). Available in 160+ countries.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Open Interpreter,"CLI, Desktop (CLI), CLI (Python)",Open Source / Open Source (AGPL-3.0),Hybrid / Local / Hybrid (local via Ollama/LM Studio + cloud),"Natural-language interface to computer; runs Python, JS, Shell locally; no restrictions on runtime/file size; full system access",,0,1,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0
 Open Interpreter 01 / 01-App,Desktop + Hardware,Open Source,Local,Voice-based AI assistant for computer control; inspired by Rabbit R1 and Star Trek; desktop + mobile + ESP32 chips,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Open Operator,"Web app, self-hosted",Open Source,Hybrid,Free open-source alternative to OpenAI Operator; built by Browserbase.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Open Operator (OpenHands),Desktop,Open Source,Hybrid,Open-source resources for computer use agents; built on OSWorld scalable real computer environment,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Open WebUI,"Web (self-hosted), Web UI (self-hosted)",Open Source / Open Source (MIT),Local / Hybrid / Local-only / Hybrid / Hybrid (local backends + optional cloud),"Most popular Ollama frontend; ChatGPT-like; RAG, voice, image gen, Python functions, enterprise auth",,0,0,0,0,1,1,0,0,0,0,0,1,0,0,0,0,0
 OpenAgents,"Web app, Library",Open Source,Hybrid,"AI agent networks for open collaboration with Data Agent, Plugins Agent (200+ tools), and Web Agent",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 OpenAI AgentKit / Agent Builder,"Web app, API",Proprietary,Cloud,"Visual canvas for creating/versioning multi-agent workflows, Connector Registry, ChatKit embedding",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 OpenAI Agents SDK,Library (Python),Open Source,Cloud,Lightweight multi-agent workflow framework from OpenAI,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 OpenAI Codex,"CLI + IDE Extension (VS Code, JetBrains), VS Code extension (works in Cursor/forks too), CLI",Proprietary,Cloud / Cloud / Hybrid,"OpenAI's coding assistant. Context-aware completions, multi-file edits, deep code reasoning. Works in background for multi-step tasks.",,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 OpenAI Completion (Sublime Text),Sublime Text package,Open Source,Hybrid,"Sublime Text AI assistant; chat mode, OpenAI-compatible APIs, Ollama support, inline Phantoms.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 OpenAI Operator,Web app,Proprietary,Cloud,"AI agent using Computer-Using Agent (CUA) model for autonomous web tasks; 58.1% WebArena, 87% WebVoyager success.",,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 OpenAI Operator (CUA),Web app (cloud browser),Proprietary,Cloud,"GPT-4o-powered Computer-Using Agent; interacts with GUIs via screenshots; browser-only automation in sandboxed cloud environment; integrated into ChatGPT as ""ChatGPT agent"" (July 2025)",,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 OpenCode,"CLI + Desktop + IDE Extension, CLI + TUI, CLI/TUI (cross-platform)",Open Source,Hybrid / Hybrid (75+ LLM providers),"Claude Code-level capabilities without vendor lock-in. 70K+ GitHub stars, 500+ contributors, 650K+ monthly users. Any model.",,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 OpenDevin (now OpenHands),"CLI, web UI",Open Source,Hybrid / Local,"Open-source reimplementation of Devin; end-to-end SWE tasks from natural language, runs locally.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 OpenEvidence,Web app,Proprietary,Cloud,Clinical decision-support platform for verified health professionals; evidence-based answers,Clinical / Medical,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 OpenHands (formerly OpenDevin),"CLI + GUI + SDK, CLI + Web UI",Open Source (MIT),Hybrid,"Platform for AI software developer agents. 67K+ GitHub stars. Modifies code, runs commands, browses web. Solves 50%+ of SWE-bench issues.",,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 OpenLLM (BentoML),Server (Python),Open Source (Apache-2.0),Local / Cloud,Run any open-source LLM as OpenAI-compatible API; model repository; fine-tuning support,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Opera (with Opera AI / Aria),"Desktop (macOS, Windows, Linux), Mobile",Proprietary,Cloud,"Integrated AI (formerly Aria, rebranded Opera AI late 2025); real-time web access, page context mode, compose mode, image generation, YouTube analysis, AI tab management, translation; free for all Opera/Opera GX users",,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
 Opera AI (Aria),Embedded in Opera/Opera GX/Opera Air/Opera Mini,Proprietary,Cloud,"Browser-integrated AI with live web search; rebuilt architecture replacing first-gen Aria; 100M+ Opera Mini users; free, accountless",,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Opera Neon,Desktop,Proprietary,Cloud,"Agentic AI browser with Chat (search/answers), Do (autonomous task execution via Browser Operator), and Make (generates websites/games/reports); Cards system for reusable prompts; $19.90/mo; LLM-agnostic (GPT-5.1, Gemini 3 Pro, etc.)",,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
 Oreate AI,Web,Proprietary,Cloud,Context-aware paraphrasing with built-in citation assistance for academic writing,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 org-ai,Emacs package,Open Source,Cloud / Hybrid,"AI for Emacs org-mode; text generation (ChatGPT), image generation (DALL-E/Stable Diffusion), speech I/O.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Originality.ai,Web,Proprietary,Cloud,AI content detector + plagiarism checker + readability + fact checker with 100% AI detection rate,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Orion (Kagi),Desktop (macOS),Proprietary,Local-only,"Zero-telemetry, zero-ad browser; explicitly excludes AI from browser core for security/privacy; supports Chrome + Firefox extensions; positions against agentic browser risks",,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
 OS-Copilot / FRIDAY,Desktop (cross-platform),Open Source,Local,Framework for generalist OS agents; FRIDAY agent outperforms previous methods by 35% on GAIA; self-improving via accumulated skills,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Otio,Web,Proprietary,Cloud,"AI research assistant; generates notes, source-grounded Q&A chat, assists writing papers",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Otter.ai,"Web, Mobile",Proprietary,Cloud,"AI meeting transcription, summarization, key points extraction with Slack/Salesforce integration",,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0
 Owler,Web,Proprietary,Cloud,"AI-aggregated competitive intelligence; funding, acquisitions, leadership changes, market positioning.",,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 Pabbly Connect,Web app,Proprietary,Cloud,"Budget-friendly automation SaaS with flat-rate pricing, 1,000+ app connectors, no per-step charges",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Page Assist,"Chrome, Brave, Edge (Chromium-based)",Open Source,Local-only,Open-source sidebar and web UI for local AI models. All data stored locally in browser. No personal data collected.,,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Page Summarizer,Chrome,Open Source,Cloud,Open-source browser extension to summarize pages using OpenAI API.,,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Pairaphrase,Web,Proprietary,Cloud,Secure enterprise document translation platform,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Pangram,Web,Proprietary,Cloud,AI content detection tool proven unbiased against non-native speakers,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Paperguide,"Web, Web app",Proprietary,Cloud,"All-in-one AI research assistant combining semantic search, automated literature review, and AI-powered writing",Academic / Scientific,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,0,0
 Paperpal,"Web, Web app",Proprietary,Cloud,"Comprehensive AI academic writing tool: grammar checker, paraphraser, plagiarism checker, citation generator",Academic Writing,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0
 Parabola,Web app,Proprietary,Cloud,No-code data workflow automation with drag-and-drop visual builder for batch operations,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Paradot,"Web, iOS, Android",Proprietary,Cloud,"AI ""Being"" in parallel digital universe; granular customization (personality, demographics, outfits, voice); memory editing tools",,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 ParagraphAI Keyboard,"Mobile (iOS, Android)",Proprietary,Cloud,AI keyboard generating personalized messages and emails across all apps,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Paraphraser.io,Web,Proprietary,Cloud,"AI rewriting with various tones, free version, built-in grammar and plagiarism tools",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 parrot.nvim,Neovim plugin,Open Source,Hybrid (BYOK),Multi-provider AI chat and completion for Neovim; Anthropic support.,,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 ParseHub,Desktop app / cloud,Proprietary,Cloud,"Web scraping for modern web (SPA, JavaScript, AJAX, cookies, sessions, redirects).",,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Patentext,Web app,Proprietary,Cloud,Patent drafting platform with Invention Graph for visual patent mapping,Patent / Drafting,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Patentfield,Web app,Proprietary,Cloud,Image search for patent drawings; 100+ searchable fields including prosecution histories,Patent / IP (Japan/US),0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 PatSeer,Web app,Proprietary,Cloud,Hybrid AI + Boolean search across 165M patents from 108 countries; PatAssist AI Co-pilot,Patent / IP,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 PearAI,"Desktop, Standalone IDE (VS Code fork)",Open Source (VS Code fork) / Open Source,Hybrid / Hybrid (BYOK),"Open-source AI code editor; PearAI Router auto-selects best models, integrates Continue + Aider + mem0 + Perplexity. YC-backed.",,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Perplexica,Web UI (self-hosted),Open Source,Local-only,Privacy-focused Perplexity clone; uses SearXNG + local LLM for anonymous web search,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Perplexity,"Web, Mobile",Proprietary,Cloud,AI-powered answer engine delivering research-backed writing with citations,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Perplexity AI,"Web, iOS, Android, Mobile (iOS/Android), API, Chrome, Chromium-based, Web app, Mobile app",Proprietary,Cloud,"AI-powered search engine extension providing instant answers with cited sources, integrating Gemini, Claude, Grok, and proprietary Sonar models.",General / Academic,0,0,0,0,1,0,1,0,1,0,0,0,0,0,1,0,0
 Perplexity Comet,"Desktop (macOS, Windows), Mobile (Android), Desktop browser + Android, Standalone browser",Proprietary / Proprietary (free),Cloud / Hybrid,"Chromium-based AI browser replacing traditional search with Perplexity's AI engine; agentic assistant navigates pages, fills forms, completes multi-step tasks autonomously; free (previously $200/mo)",,0,0,0,0,0,0,0,1,0,1,1,0,0,0,0,0,0
 Perplexity Companion,Chrome,Proprietary,Cloud,Chrome toolbar companion combining conversational AI with search for instant answers and web page summarization.,,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Perplexity Deep Research,"Web, Mobile App",Proprietary,Cloud,"Iteratively generates/refines research plan, searches hundreds of sources, exports PDF/doc. Highest accuracy in DeepResearchGym benchmarks.",,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 Perplexity Patents,Web app,Proprietary (free beta),Cloud,AI patent search beyond keyword matching; also searches academic papers and software repos,Patent / IP,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Petals,Library (Python),Open Source (MIT),Distributed (BitTorrent-style),Run 100B+ models across volunteer GPU network; fault-tolerant; supports Llama 3.1 405B,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Phia,Chrome,Proprietary,Cloud,Personal AI shopping assistant that automatically finds the best prices across retailers with a single click.,,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Phind,"Web, VS Code extension",Proprietary,Cloud,"AI search for developers; retrieves from forums, docs, technical blogs; formatted code snippets and terminal commands; multiple web searches per query",,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0,0,0
 Pi (badlogic),CLI,Open Source,Hybrid,"Minimal terminal coding harness; TypeScript extensions, skills, prompt templates, themes; read/write/edit/bash tools",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Pi (Inflection AI),"Web, iOS, Android, WhatsApp, Instagram, Messenger",Proprietary,Cloud,"Emotionally intelligent personal AI; calm, empathic tone; focus on active listening and companionship; free",,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 Pico,Browser-based,Proprietary,Cloud,Micro app generator with deployment.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Pieces,"Desktop + IDE Extension, VS Code extension, JetBrains plugin, Sublime Text plugin, Visual Studio, Obsidian, desktop app",Proprietary / Proprietary (free),Hybrid (on-device) / Hybrid / Local,"On-device AI assistant with Long-Term Memory (LTM); snippet management, multi-LLM support, MCP, local-first processing.",,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Pinokio,Desktop (Electron),Open Source,Local-only,"One-click AI app browser/launcher; manages installs of Ollama, Stable Diffusion, ComfyUI, etc.",,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Pipedream,Web app,Proprietary (free tier),Cloud,"Code-first (JS/TS/Python) serverless workflow platform with 3,000+ APIs, MCP server, and String AI agent builder",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Pitch,"Web, Desktop",Proprietary,Cloud,Collaborative presentation tool with AI-assisted content creation,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Pixee,GitHub integration,Proprietary,Cloud,Security and quality PR generator.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Pixeebot / Pixee,"GitHub integration, CLI",Proprietary,Cloud,"Finds security and code quality issues, creates merge-ready PRs with fixes.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Plandex,CLI,Open Source,Hybrid,"Terminal-based agent for large tasks; 2M token context, cumulative diff sandbox, full autonomy, multi-model",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 PlayCode,"Browser-based, Web",Proprietary,Cloud,"Browser-based code editor supporting 15+ AI models (Claude, GPT, Gemini, Grok). Full code ownership. Pro at $9.99/month.",,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Playwright,Multi-language library,Open Source,Local,Cross-browser web testing and automation framework; Microsoft-maintained.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Plus AI,Web (Google Slides add-on),Proprietary,Cloud,AI add-on for creating and editing presentations in Google Slides,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 PocketPal AI,iOS / Android,Open Source (MIT),Local-only,React Native app; runs GGUF models on-device; HuggingFace integration; offline,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Podwise,Web,Proprietary,Cloud,"AI podcast knowledge management; generates transcripts, summaries, structured notes from podcasts",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Poe,"Web-based, Chrome",Proprietary,Cloud,"Multi-model AI platform hosting Claude, GPT, image/audio models for conversational Q&A, content generation, and automated workflows.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Poe (Quora),"Web, iOS, Android",Proprietary (aggregator),Cloud,"Multi-model aggregator; access ChatGPT, Claude, Gemini, Llama, etc. from single interface; compute-point pricing; starts ~$5/month",,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 PolarNotes AI,"Web, Mobile",Proprietary,Cloud,AI note-taking optimized for exam prep and student workflows,,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0
 Polymet,Browser-based,Proprietary,Cloud,Design-to-code prototyper.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 PolyPal (Timekettle),Web,Proprietary,Cloud,AI live translation and subtitles in 43 languages and 95 accents for meetings and live streams,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Ponicode,IDE Extension,Proprietary,Cloud,Specializes in automated unit test generation and quality assurance.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Postman AI Agent Builder,Web app,Proprietary,Cloud,"Build multi-step agent workflows via visual canvas using 18,000+ APIs from Postman API Network",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Potpie,CLI + IDE,Open Source,Hybrid,Agent suite with pre-built agent options.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 PQAI (Project PQ),Web app,Open Source,Cloud,Open-source AI ecosystem for prior art search in patents and scholarly articles,Patent / IP,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Presearch,Web,Open Source (partially),Cloud (decentralized),Blockchain-based search with crypto token rewards; decentralized community-run nodes; staking-based advertising,,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Prezi AI,Web,Proprietary,Cloud,AI-enhanced non-linear presentation platform,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 PRISM (Triomics),Web app,Proprietary,Cloud,Mount Sinai AI platform powered by OncoLLM for systemwide oncology trial matching,Clinical Trials / Oncology,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Private LLM,iOS / iPadOS / macOS,"Proprietary (paid, one-time)",Local-only,Native C++/Metal/Swift; in-house quantization (OmniQuant/GPTQ); Siri/Shortcuts integration,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 PrivateGPT,Server + CLI,Open Source (Apache-2.0),Local-only,Document Q&A with local inference; RAG pipeline; nothing leaves your laptop,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 ProcessMaker,"Web app, Self-hosted",Open Source / Proprietary,Hybrid,BPA platform with advanced OCR and AI-driven data extraction for mission-critical workflows,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 ProWritingAid,"Web, Desktop",Proprietary,Cloud,"Deep editorial tool for authors with 25+ writing reports on grammar, readability, pacing, structure",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 PubMed.ai,Web app,Proprietary,Cloud,AI-assisted biomedical literature search; extracts and summarizes key information from medical papers,Medical / Biomedical,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Puppeteer,Node.js library,Open Source,Local,Industry-standard Node.js library for controlling headless Chrome/Chromium; Google-maintained.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 PyGPT,"Desktop (Windows, Mac, Linux), Desktop (Python)",Open Source / Open Source (MIT),Local / Hybrid (local + cloud),"Open-source desktop AI assistant; Chat, Vision, Agents, Image/Video gen, Voice control; includes Computer Use mode",,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0
 Pylon,Web,Proprietary,Cloud,B2B support platform with AI that detects knowledge gaps and drafts articles from tickets,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Qodo (formerly CodiumAI),"IDE Extension (VS Code, JetBrains) + PR tool",Proprietary,Cloud,"Quality-first AI platform. Excels at test generation. 15+ agentic workflows. Git-aware indexing, CI/CD integration.",,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Qodo Command,CLI + Web UI,Open Source (Alpha),Hybrid,"Terminal-first AI agent manager; custom agents, CI/CD integration, supports Claude/GPT-4/Mistral/local LLMs",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Qodo Gen (formerly CodiumAI),"VS Code extension, JetBrains plugin, CLI, CI integration",Proprietary (free tier),Cloud,"Quality-first AI platform; agentic code review, test generation, code integrity. Qodo Merge for PR reviews.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Qodo Merge AI,Chrome (GitHub integration),Proprietary,Cloud,"AI-driven pull request review tool integrating into GitHub for automated suggestions, contextual chat, and code quality improvements.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Qodo PR Agent (Qodo Merge),GitHub integration,Open Source,Cloud,Automated PR code review with AI.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Qualtrics,Web app,Proprietary,Cloud,AI analyzing 3.5B+ conversations/year in 20 languages; predicts customer needs,Market Research / CX,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Quantilope,Web app,Proprietary,Cloud,AI-powered consumer research platform with automated insights and real-time results,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Quark (Alibaba),"Mobile, Web",Proprietary,Cloud,"China's #1 AI app by MAU (~150M); powered by Alibaba's Qwen reasoning models; academic research, document drafting, image generation",,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 QuillBot,"Chrome, Firefox, Arc, Edge, Web, Browser Extension, Word/Docs plugin",Proprietary,Cloud,"AI writing assistant for paraphrasing, grammar checking, synonym finding, and text refinement. Lighter alternative to Grammarly with additional paraphrasing features.",,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0
 QuillBot Paraphraser,"Web, Browser Extension",Proprietary,Cloud,"9 predefined paraphrasing modes with Google Docs, Word, Chrome integration",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 QuillBot Summarizer,Web,Proprietary,Cloud,Free summarizer condensing long texts into bullet or paragraph format,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Qwen Code,CLI (cross-platform),Open Source,Hybrid (Qwen API free tier or OpenAI-compatible),Fork of Gemini CLI optimized for Qwen3-Coder. OAuth free tier with 2000 requests/day.,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Qwen-Agent,Framework (Python),Open Source,Local,"Agent framework built on Qwen>=3.0; Function Calling, MCP, Code Interpreter, RAG, Chrome extension",,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Qwen2.5-VL / Qwen3-VL,Model (3B/7B/72B),Open Source,Local,Alibaba vision-language models; direct computer use and phone use capabilities; dynamic tool direction,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 R Discovery,"Web, Mobile App, Web app",Proprietary,Cloud,"AI literature search tool with 250M+ research papers, 40M+ open access papers, 8M+ summaries",Academic / Scientific,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0
 Rabbit r1 / rabbitOS,Hardware device + Cloud,Proprietary,Cloud,AI-native device with Large Action Model (LAM); platform-agnostic web automation; learns app behaviors without custom APIs,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Radiant,"Web, Desktop",Proprietary,Cloud,"Second brain built around meetings — captures calls, creates structured summaries, drafts follow-ups",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Rapidpages,Browser-based,Open Source,Hybrid,Open source UI generator.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Ray Serve,Library (Python),Open Source (Apache-2.0),Local / Self-hosted,Scalable model serving; framework-agnostic; supports LLMs alongside other ML models,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Rayyan,Web app,Proprietary,Cloud,AI-powered systematic review platform; reduces screening time by up to 90%; collaborative features,Systematic Review,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Read AI,"Chrome, Web, Browser Extension",Proprietary,Cloud,"AI meeting assistant for Google Meet, Zoom, Teams with meeting reports, email summarization, and smart replies in Google Calendar/Gmail.",,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0
 Read Out: AI Reader,Chrome,Proprietary,Hybrid,Free multilingual AI text-to-speech extension with six voice models and adjustable AI voice quality.,,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Readwise (+ Reader),"Web, Mobile",Proprietary,Cloud,"Knowledge hub importing highlights from Kindle, podcasts, articles; AI assistant; exports to PKM tools",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Recall,"Chrome, Firefox, Web, Browser Extension",Proprietary,Cloud,"One-click AI summaries of articles, YouTube, podcasts, PDFs, and notes, organized into a self-organizing knowledge base with spaced repetition.",,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0
 Reclaim.ai,"Web, Web app",Proprietary,Cloud,"AI scheduling that defends calendar time for deep work, syncs with Google Calendar",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0
 Recorded Future,"Web app, Platform",Proprietary,Cloud,Intelligence cloud processing 900B+ data points daily with NLP/ML; natural language queries,Cybersecurity / Threat Intel,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 RECTIFIER (AIwithCare),Web app,Proprietary,Cloud,Mass General Brigham AI for EHR-based trial screening; doubled enrollment rate vs manual screening,Clinical Trials,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Recurse ML,Web-based,Proprietary,Cloud,AI code vulnerability finder.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Recursion (+ Exscientia),Web app,Proprietary,Cloud,End-to-end platform: phenomic screening + automated precision chemistry; merged 2024,Drug Discovery,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Refact AI,IDE Extension (VS Code),Open Source,Hybrid (self-hostable),Extension with codebase fine-tuning capabilities.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Refact.ai,"VS Code extension, JetBrains plugin, Neovim, self-hosted",Open Source,Hybrid / Local / Self-hosted,"Open-source AI agent; code completion, refactoring, RAG-powered, connects to GitHub/GitLab/databases/Docker. BYOK + on-prem. #1 on SWE-bench (free OSS).",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Reflect,"Web, Desktop, Mobile",Proprietary,Cloud,"Networked note-taking with AI for generating outlines, takeaways, and chatting with notes; end-to-end encrypted",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Relanote,Web,Proprietary,Cloud,"Zettelkasten/second brain tool with AI-powered graph exploration, Q&A, and notebook generation",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Relay.app,Web app,Proprietary,Cloud,"Lightweight AI agent builder with 1-click automation AI, human-in-the-loop, collaborative workflows",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Relevance AI,Web app,Proprietary,Cloud,"No-code platform for creating AI teammates; used by Canva, Autodesk, Rakuten",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Relume,Web,Proprietary,Cloud,"AI generates sitemaps, wireframes, style guides, and copy. Exports to Figma, Webflow, React. Best for agencies. $38/month.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 RemNote,"Web, Desktop, Mobile",Proprietary,Cloud,Note-taking + spaced repetition flashcards; AI summarization and question generation,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Reor,Desktop,Open Source,Local-only,"AI-powered Q&A with notes, automatic idea connections, semantic search, local writing assistant",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Replika,"Web, iOS, Android",Proprietary,Cloud,"Personal AI companion; emotional support, games, journaling; pandemic-era viral growth; Pro at $19.99/month or $299.99 lifetime",,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 Replit,Browser-based + Desktop,Proprietary,Cloud,"Full-stack AI development platform. Replit Agent builds entire apps from prompts. Built-in DB, auth, hosting, 30+ integrations.",,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Replit (Agent),Web,Proprietary,Cloud,"Cloud-based IDE with autonomous AI Agent 3 that writes, tests, and deploys apps end-to-end. Azure integration for enterprise.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Replit (Ghostwriter / Agent),"Browser-based IDE, mobile app",Proprietary,Cloud,"Browser-based IDE with AI completions (Ghostwriter), autonomous app builder (Replit Agent), instant deployment. 22.5M users.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Research Rabbit,Web,Free / Proprietary,Cloud,Citation network exploration; builds visual maps from seed papers; Zotero integration; Similar/Earlier/Later Works.,,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0
 ResearchRabbit,Web app,Proprietary (free),Cloud,"AI-powered literature discovery with citation mapping, author networks, and Zotero integration; completely free",Academic / Scientific,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Respell AI,Web app,Proprietary,Cloud,"No-code agentic workflow builder (""spells"") — **shut down March 2024, acquired by Salesforce**",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Retool,Web,Proprietary,Cloud,"Low-code platform for internal tools (admin panels, dashboards). AI app generation from prompts. 100+ pre-built UI components. AI Agents for workflows.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Rio,Desktop app (cross-platform),Open Source,Local-only,WebGPU-accelerated Rust terminal. Runs in desktop and browser. No native AI features.,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 RivalFlow AI,Web,Proprietary,Cloud,AI tool that optimizes existing content to outrank competitors by closing content gaps,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 RivalOut,Web app,Proprietary,Cloud,"Automated tracking of traffic, keywords, social, competitor discovery with real-time alerts",Competitive Intelligence,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Roam Research,Web,Proprietary,Cloud,Pioneer of networked thought / bi-directional linking; some AI features,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Robin AI,Web app,Proprietary,Cloud,"AI contract review with clause-level automation, fallback positions, and redline suggestions",Legal / Contracts,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 RobotReviewer,Web app,Open Source,Cloud,"ML system for evidence synthesis; auto-extracts PICO, study design, and risk of bias from RCTs",Systematic Review,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Rocket.new,Web,Proprietary,Cloud,"Full app lifecycle — ideation to deployment in a single workspace. Generates frontend, backend, and database setup automatically.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Rogo,Web app,Proprietary,Cloud,"AI agents for investment workflows: Excel models, investment memos, diligence materials, slide decks",Financial / Investment,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Roo Code,"IDE Extension (VS Code), VS Code Extension (+ CLI workflows), VS Code extension",Open Source,Hybrid (local-first) / Hybrid / Hybrid (BYOK),"Multi-file context-aware edits. 1M+ users. Privacy-first (code stays local). Specialized modes: architect, code, debug. No telemetry.",,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 RPA-Instruct,Desktop,Open Source,Local,RPA agents for desktops using human instruction + computer vision; works with VDI; reduces API dependency,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Rytr,"Web, Browser Extension",Proprietary,Cloud,"Affordable AI writing assistant with 30+ languages, 20+ tones, WordPress plugin",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 S&P Capital IQ Pro,Web app,Proprietary,Cloud,Qualitative insights + quantitative data for comprehensive financial research,Financial / Research,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Safari (Apple Intelligence),"Desktop (macOS), Mobile (iOS, iPadOS)",Proprietary,Hybrid (on-device + cloud),"AI summarization in Reader View; Highlights (contextual info surfacing); Intelligent Search with on-device Ajax model; AI search partners (OpenAI, Perplexity, Anthropic) planned; major AI overhaul planned for 2026 but paused",,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
 Saga,Web,Proprietary,Cloud,"AI-native workspace for notes, documents, and tasks",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Saga (WriteOnSaga),"Web, Mobile",Proprietary,Cloud,AI screenwriting and filmmaking app with TV Series Mode for episodic writing,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Samsung Bixby (AI-enhanced),Samsung Galaxy devices,Proprietary,Hybrid (on-device + cloud),"Revamped with Perplexity AI + DeepSeek integration for Galaxy S26 (2026); on-device for basic tasks, cloud for complex reasoning",,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 Samsung Internet,"Desktop (Windows beta), Mobile (Android)",Proprietary,Cloud,"Browsing Assist (AI summarization, translation) via Galaxy AI; cross-device handoff; ambient AI vision with AI agents planned; PC beta launched Oct 2025 (US/Korea, expanding globally)",,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
 Sanctum AI,Desktop (Mac/Win),Proprietary (free),Local-only,AES-256 encrypted; privacy-focused; supports GGUF models from HuggingFace,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Saner.AI,"Web, macOS, iOS, visionOS",Proprietary,Cloud,"ADHD-friendly AI personal assistant combining notes, email, calendar with AI search and synthesis",,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0
 SAP Signavio,Web app,Proprietary,Cloud,AI-powered process mining and transformation suite tightly integrated with SAP ERP,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Sapling,"Web, Browser Extension",Proprietary,Cloud,AI writing assistant for customer service teams claiming 60% more language error detection,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 ScaleCUA,Desktop (cross-platform),Open Source,Hybrid,"Cross-platform computer use agents operating on Windows, macOS, Ubuntu, Android",,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Scalenut,Web,Proprietary,Cloud,All-in-one AI content + SEO platform with Cruise Mode and keyword clustering,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 ScholarAI,"Web, ChatGPT Plugin, API",Proprietary,Cloud,"AI research assistant for students, developers, clinical teams; paper search and analysis.",,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0
 Scholarcy,Web,Proprietary,Cloud,"Academic summarization tool extracting methods, conclusions, citations into structured cards",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 ScholarGPT,ChatGPT GPT,Proprietary,Cloud,Top-ranking custom GPT for research; answers backed by peer-reviewed papers,Academic / Scientific,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Schrödinger,"Desktop, Web app",Proprietary,Cloud / Hybrid,"Physics-based simulations + ML for drug discovery, batteries, semiconductors, catalysis",Drug Discovery / Materials Science,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Scilit,Web,Free,Cloud,MDPI's literature monitoring tool; AI-enhanced search across scholarly articles.,,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 Scira,Web (self-hosted or hosted),Open Source,Hybrid,Open-source Perplexity alternative; self-hostable AI search; freemium hosted option,,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 SciSpace,"Web, Web app",Proprietary,Cloud,"AI Super Agent linking 150+ tools; search 280M papers, systematic reviews, manuscript drafting, journal matching.",Academic / Scientific,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,0,0
 Scite,"Web, Web app, API",Proprietary,Cloud,Smart Citations database analyzing 1.5B+ citations across 200M+ sources; classifies citations as supporting/contrasting/mentioning,Academic / Scientific,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0
 Scite AI,Web,Proprietary,Cloud,Citation analysis showing whether papers are supported/contradicted; Smart Citations for research credibility checking.,,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 ScrapeGraphAI,Python library,Open Source,Hybrid,"Convert any website into clean, structured data using AI prompts; graph-based extraction approach.",,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Scrapeless Browser,Cloud API,Proprietary,Cloud,Cloud-based Chromium-powered headless browser cluster; superior performance vs Browserbase.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 ScraperAPI,API,Proprietary,Cloud,Web scraping API handling proxies and headless browsers.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 ScrapingBee,API,Proprietary,Cloud,"Web scraping API handling JavaScript, headless Chrome, and Captcha bypass.",,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 ScreenAgent,Desktop,Open Source (IJCAI-24),Local,VLM agent interacting with real computer screens; planning + action + reflection stages; mouse and keyboard output,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Screenshot to Code (abi),Web,Open Source,Cloud / Local,"Converts screenshots/mockups/Figma into clean code (React, Vue, Angular). Uses GPT-4 Vision + DALL-E 3. 53K+ GitHub stars.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Scribbr Paraphraser,Web,Proprietary,Cloud,"Free AI paraphrasing for students and writers supporting Word, Google Docs, PDF uploads",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Scrintal,Web,Proprietary,Cloud,Visual card-based note-taking on infinite canvas; connects notes visually for researchers and students,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Seamless.AI,Chrome,Proprietary,Cloud,"AI extension for finding and connecting with sales leads, leveraging AI to streamline the prospecting process for sales professionals.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 SearchGPT,"Chrome, Edge",Proprietary,Cloud,AI search engine tool enhancing online search experience with productivity features for Chrome and Edge.,,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 SearXNG,Self-hosted web,Open Source (AGPL-3.0),Hybrid (self-hosted),Free metasearch engine aggregating 70+ search services; no tracking/profiling; successor to Searx; can integrate with LLMs via API,,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Second Brain (thesecondbrain.io),Web,Proprietary,Cloud,AI visual board and knowledge base platform for building a second brain,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Second.dev,Web-based,Proprietary,Cloud,Platform for adding full-stack features via AI.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 SeeClick,Model (research),Open Source,Local,GUI grounding model (ACL 2024); finetuned Qwen-VL; harnessing visual grounding for GUI agents,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Selenium,Multi-language framework,Open Source,Local,"Longest-established browser automation framework; wide language support, large community.",,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Self-Operating Computer,Python tool,Open Source,Hybrid,"Multimodal model that views screen and operates computer; connects to GPT-o1, Gemini Pro Vision, Claude 3. By OthersideAI.",,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Self-Operating Computer (OthersideAI/HyperWrite),"Desktop (Mac, Windows, Linux)",Open Source,Local,"Framework for multimodal models to operate a computer; supports GPT-4o, Gemini Pro Vision, Claude 3, LLaVa; pip-installable",,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Sema4.ai / Robocorp (RPA.Desktop),Desktop (Python library),Open Source,Local,Python RPA library for desktop automation; image template matching + OCR; open application interaction,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Semantic Scholar,"Web, Web app",Free (non-profit) / Proprietary (free to use) / Open Source (API),Cloud,AI-powered academic search engine by Allen Institute for AI; understands semantics of scientific literature,Academic / Scientific,0,0,0,0,0,1,0,0,0,0,0,0,1,0,1,0,0
 SGLang,Server (Python),Open Source (Apache-2.0),Local / Self-hosted,RadixAttention for prefix caching; faster than vLLM for many workloads; supports AMD/TPU/CPU,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Shell-GPT (sgpt),CLI,Open Source,Hybrid,Natural language to shell commands; query-based terminal productivity tool,,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 ShellGPT (sgpt),"CLI (cross-platform, pip)",Open Source,"Hybrid (OpenAI default, or local via Ollama)","Pipe terminal output to AI for analysis. Shell integration with hotkeys (bash, zsh). Generate commit messages, analyze logs.",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Shenma (Alibaba),Mobile,Proprietary,Cloud,"Mobile-native AI search by Alibaba; prioritizes instant answers, apps, shopping; bridges search and e-commerce (Tmall, JD)",,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Shopify Magic,Web,Proprietary,Cloud,"AI features within Shopify for product listings, checkout workflows, inventory management, marketing automation. Free for Shopify users.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 ShowUI,Desktop / Mobile,Open Source (CVPR 2025),Local,End-to-end Vision-Language-Action model for GUI Agent & Computer Use; supports Qwen2.5-VL fine-tuning,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 sidekick.nvim,Neovim plugin,Open Source,Hybrid (BYOK),"Neovim AI sidekick; 2.2K stars, supports Claude and OpenAI.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Sider AI,"Chrome, Edge, Safari, iOS, Android, Desktop",Proprietary,Cloud,"All-in-one AI sidebar assistant for reading, writing, summarization, and translation, supporting multiple LLMs (GPT, Claude, Gemini, Grok). 6M+ weekly users.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Sigma AI Browser (sigmabrowser.com),Desktop,Open Source,Local / Hybrid,"AI-first agentic browser; local AI agent logs into sites, clicks, types, completes multi-step tasks; runs offline by default; SigmaGPT assistant for content generation, summarization, translation; free; based in Estonia",,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
 SigmaOS,Desktop (macOS only; iOS/Windows planned),Proprietary,Cloud,"WebKit-based productivity browser with Airis AI companion; ""Look it up"" feature for AI-powered web research summaries; workspace organization; first WebKit browser supporting Chromium extensions; YC-backed; free tier + $20/mo Pro",,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
 SillyTavern,Web UI (self-hosted),Open Source (AGPL-3.0),Hybrid (local + cloud backends),"Power-user LLM frontend for roleplay; character cards; supports KoboldAI, Ollama, OpenAI, Claude",,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 SilverBullet,Web (self-hosted),Open Source,Local/Self-hosted,"Markdown note-taking with AI plug for LLM integration, RAG, vector search, AI agents",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Silvi,Web app,Proprietary,Cloud,"AI-assisted literature review with bulk screening, PDF data extraction, and automatic storage",Systematic Review,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Sim Studio,"Web app, Self-hosted",Open Source,Hybrid,"Open-source AI agent workflow builder with visual canvas, Copilot for node generation, 100+ app connections",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Similarweb,Web app,Proprietary,Cloud,AI visibility tracking; quantifies brand citations in AI responses vs competitors,Market Research / Digital Intelligence,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Simular AI,Platform / API,Open Source,Hybrid,"Open-source platform for creating intelligent browser agents; $30/month cloud option, 75% cost savings.",,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Siri / Apple Intelligence,"iOS, macOS, watchOS, HomePod",Proprietary,Hybrid (on-device + cloud),Apple's AI assistant; integrates ChatGPT and Gemini for complex tasks; on-device processing for simple tasks; major overhaul expected 2026,,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 Sixth AI,VS Code extension,Proprietary,Cloud,"All-in-one AI assistant; code completion, chat, codebase indexing, inline editing, multi-model support.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 SiYuan,"Desktop, Mobile",Open Source,Hybrid (local + sync),"Privacy-first PKM with block-level referencing, bi-directional links, markdown support",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Skyvern,"Python library, cloud platform, Web app, Self-hosted",Open Source + Commercial / Open Source,Hybrid,"Automates browser workflows using LLMs and computer vision; best on WRITE tasks (forms, logins, downloads); RPA replacement.",,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0
 Skyvern AI,Web (API + Cloud),Open Source,Cloud / Hybrid,Browser automation via LLMs + Computer Vision; no per-site custom code; 85.8% on WebVoyager; CAPTCHA solving; Y Combinator backed,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Slab,Web,Proprietary,Cloud,Pure knowledge base with unified search across all connected tools,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Slick Write,Web,Proprietary,Cloud,Free writing tool offering detailed style analysis and grammar checking,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Slite,"Web, Desktop, Mobile",Proprietary,Cloud,"AI-powered team knowledge base with smart search, wiki generator, auto-organization",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Smallpdf AI Summarizer,Web,Proprietary,Cloud,Free PDF summarizer supporting multiple file types and scanned PDFs,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Smartcat,Web,Proprietary,Cloud,"Collaborative translation platform combining AI, linguists, and project management",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Smartcat Auto Translate,Chrome,Proprietary,Cloud,Professional-grade AI translation extension supporting 280+ languages with brand voice and terminology consistency for global teams.,,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Smartli.ai,Web,Proprietary,Cloud,AI content platform with paraphrasing plus e-commerce SEO descriptions and social media ads,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Smol Developer,CLI,Open Source,Local / Cloud,"Minimal ""personal junior developer""; Markdown-driven whole-program synthesis, inter-file dependency resolution",,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 smolagents (Hugging Face),Library,Open Source,Hybrid,Barebones agent library; agents that think in code; foundation for Open Deep Research.,,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 Smooth Operator,Desktop app / web,Open Source,Hybrid,Free web-based and local operator controlling browser and entire computer.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 SmythOS,Web app,Proprietary,Cloud,"Enterprise AI agent platform with multi-agent collaboration, hosted vector DB, API deployment",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 SnapLogic,Web app,Proprietary,Cloud,"Unified agentic integration platform connecting data, apps, APIs, and AI in low-code environment",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Snipd,"Mobile (iOS, Android)",Proprietary,Cloud,"AI podcast app with smart highlights, chapters, transcripts; syncs to Readwise, Notion, Obsidian",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Snyk Code (DeepCode AI),"VS Code extension, JetBrains plugin, CLI, CI/CD",Proprietary,Cloud,AI-powered SAST; security vulnerability detection using symbolic execution + AI trained on real-world vulnerability data.,,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Social Champ,Web,Proprietary,Cloud,AI-powered social media scheduling and content management,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 SoftGen,"Browser-based, Web",Proprietary,Cloud,"AI creates dev roadmap from plain text, asks clarifying questions. Pay-per-use at 30-50% cheaper than competitors.",,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Softr,Web,Proprietary,Cloud,"Turns Airtable/Google Sheets into polished web apps (CRMs, portals, dashboards). AI tooling for text generation and layout. From $59/month.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Sogou (Tencent),"Web, Mobile",Proprietary,Cloud,"Tencent-linked search engine with Chinese-language semantic parsing; declining share (~3.6%); speech, visual text, translation features",,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Sonnet,Desktop (macOS),Proprietary,Cloud,"Mac-native meeting assistant with auto-topic sections, structured notes, concept maps",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 SOPHiA GENETICS,Web app,Proprietary,Cloud,NGS oncology test development; collaboration with MD Anderson Cancer Center,Genomics / Oncology,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Sourcegraph Cody,"IDE Extension (VS Code, JetBrains) + Web, VS Code extension, JetBrains plugin, CLI",Proprietary / Proprietary (client is open source),Cloud,"AI assistant leveraging Sourcegraph's code search engine; explains code, generates tests, refactors across large monorepos.",,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Sourcely,"Web, Web app",Proprietary,Cloud,"AI academic source finder; instantly finds, summarizes, cites relevant papers from input text.",Academic / Scientific,0,0,0,0,0,1,0,0,0,0,0,0,1,0,1,0,0
 Sourcery,"IDE Extension (VS Code, JetBrains)",Proprietary,Cloud,AI code reviewer focused on improving existing code. Python/JS linting with best practices. 30+ languages.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Sourcery AI,"VS Code extension, JetBrains plugin, GitHub/GitLab integration",Proprietary (free for public repos),Cloud,"AI code review; catches bugs across 30+ languages, adaptive learning from developer feedback, line-by-line suggestions.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Spacelift Intent,"CLI, Self-hosted",Open Source,Local / Self-hosted,Agentic AI for cloud infrastructure provisioning from natural language requests,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Speechify,Chrome,Proprietary,Cloud,"Voice AI productivity assistant with TTS, voice typing, AI notes, and AI podcasts. 1M+ downloads with lifelike voices and adjustable speed.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Spellbook,"Web, Word plugin",Proprietary,Cloud,"AI writing tool for transactional lawyers — drafts clauses, negotiation points, contract summaries",Legal / Contracts,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0
 Sprinklr,Web,Proprietary,Cloud,Enterprise social media management with AI-driven analytics and engagement,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Sprout Social,"Web, Mobile",Proprietary,Cloud,Enterprise social media management with AI listening and customer care automation,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 SQLAI.ai,Web-based,Proprietary,Cloud,SQL generation and optimization tool.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Squarespace AI (Blueprint AI),Web,Proprietary,Cloud,"Blueprint AI asks questions about style/business, generates tailored websites. Includes Beacon AI advisor, Design Intelligence, AI SEO.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Squibler,Web,Proprietary,Cloud,AI screenwriting/script generator transforming drafts into complete scripts with scenes,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Srcbook,Browser-based,Open Source,Hybrid,TypeScript-centric app platform.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 SS&C Blue Prism,"Web app, Desktop app",Proprietary,Cloud / Hybrid,"Enterprise RPA with strong governance for regulated industries; coined the term ""RPA""",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Stack AI,Web app,Proprietary,Cloud,"AI-native workflow and agent platform with enterprise compliance (SOC 2, HIPAA)",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 StackBlitz,Web,Proprietary,Cloud,Browser-based WebContainers with in-browser Node runtimes. Parent company of Bolt.new. Projects boot instantly.,,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Stagehand,JavaScript/TypeScript library,Open Source,Cloud (via Browserbase),"Framework for building controllable, testable browser agent flows; 3 APIs on top of Playwright. By Browserbase.",,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Standard Notes,"Web, Desktop, Mobile",Open Source,Hybrid (E2E encrypted sync),Fully encrypted notes platform; joined Proton AG; minimalist design; limited AI,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Stanford AI Index,Web report,Open (free),Cloud,Annual report tracking and visualizing data relating to AI; independent initiative at Stanford HAI,AI Policy / Research,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Steel,Headless browser API,Open Source,Cloud / Self-hosted,Open-source headless browser API for AI agents.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Stellar Cyber,"Web app, Platform",Proprietary,Cloud,"Open XDR platform auto-aggregating commercial, open-source, and government threat feeds",Cybersecurity / XDR,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Steve,Web app,Proprietary,Cloud,"Live automated intelligence; monitors competitor websites, pricing, messaging; Slack/Notion integration",Competitive Intelligence,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 STORM,Open source,Open Source,Cloud / Self-hosted,Stanford open-source research agent for generating Wikipedia-like articles from web research,Academic / Scientific,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 STORM (Stanford),"Web, CLI",Open Source,Hybrid,Generates Wikipedia-style articles; perspective-guided question asking + simulated conversation; 84.8% citation recall.,,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 StoryCraftr,CLI,Open Source,Local-only / Hybrid,"Open-source CLI tool for story crafting, worldbuilding, outlines, chapters (supports Ollama)",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Storytell,Chrome,Proprietary,Cloud,Instant webpage summarizer with key point extraction and conversational chat interface for asking questions about any page content.,,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Storywork,Web,Proprietary,Cloud,AI screenwriting platform with AI voice casting; user retains full IP rights,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Studiovity,"Web, Mobile",Proprietary,Cloud,"AI scriptwriting software with translation, tone/formality controls, real-time sync",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Sublime Text + AI plugins,Desktop,Proprietary ($99 license),Local / Hybrid,Fast editor with AI via LSP-Copilot and other plugins.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Sudowrite,Web,Proprietary,Cloud,"AI fiction writing tool with custom model for natural prose, ""Show Don't Tell"" feature",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Summarizer.org,Web,Proprietary,Cloud,Free AI text summarization tool,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Suna AI,Web app,Open Source,Hybrid,Free open-source intelligent agent by Kortix AI; Manus alternative (name is Manus backwards).,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Sunsama,Web app,Proprietary,Cloud,"Daily planning tool that breaks goals into tasks, integrates with Notion, ClickUp, Trello, Gmail",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Superagent,"Web app, API",Open Source,Cloud,"Y Combinator-backed agent framework, currently free beta",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Superblocks,Web,Proprietary,Cloud,"Enterprise AI internal app platform. Apps are React projects — exportable and self-hostable. AI co-engineer for natural language building. RBAC, SSO, audit logs.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Superhuman,"Desktop, Mobile",Proprietary,Cloud,"Speed-focused email app with AI for short replies, thread summarization, keyboard-driven workflows",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Supermaven,"IDE Extension (VS Code, JetBrains), VS Code extension, JetBrains plugin, Neovim plugin",Proprietary,Cloud,Ultra-fast AI completion (3x faster than Copilot); 1M-token context window. Built by creator of Tabnine.,,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 supermaven-nvim,Neovim plugin,Proprietary,Cloud,Official Supermaven plugin for Neovim. 1.4K stars.,,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Supernormal,Web,Proprietary,Cloud,Privacy-first AI meeting notes without recording audio/video; auto-adapting templates; 63 languages,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Supernotes,"Web, Desktop, Mobile",Proprietary,Cloud,"Card-based collaborative note-taking with ""thoughtful"" AI that helps organize ideas",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Surfer SEO,Web,Proprietary,Cloud,Data-driven on-page SEO optimization with AI blogging and content scoring,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 SWE-agent,CLI,Open Source,Local,Princeton NLP's GitHub issue resolver. Research-focused autonomous coding agent optimized for SWE-bench.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 SWE-Agent (Princeton NLP),CLI,Open Source,Hybrid,"Research agent with Agent-Computer Interface (ACI); Docker-based execution, linter feedback, 100-line reading limit",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Sweep,"GitHub integration, CLI + GitHub App",Open Source,Cloud,"Transforms GitHub issues into PRs automatically; bug reports to code changes, JetBrains plugin also available",,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Sweep AI,"VS Code extension, GitHub integration",Open Source (free for OSS),Cloud,"AI-powered coding agent; handles tasks from GitHub issues, generates PRs.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Sybill,Web,Proprietary,Cloud,AI sales meeting summaries with emotional intelligence; 95%+ accuracy; CRM autofill,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Synthesia,Web,Proprietary,Cloud,"AI video creation with avatars, lip-sync, voice cloning for business",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Tabby,"IDE Extension (VS Code, Vim/Neovim, IntelliJ), Server + IDE Extension",Open Source,Local (self-hosted),"Self-hosted AI coding assistant. 40+ languages, RAG for enhanced context. Runs on consumer GPUs. Full data control.",,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Tabby (formerly Terminus),"Desktop app (macOS, Windows, Linux)",Open Source,Hybrid (MCP plugin for AI),"Configurable terminal with SSH/Telnet/serial, MCP server plugin for AI assistant integration.",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Tabby (TabbyML),"VS Code extension, JetBrains plugin, Vim/Neovim, self-hosted server",Open Source,Local / Self-hosted,"Self-hosted AI coding assistant; open-source Copilot alternative, LSP-aware completions, no cloud dependency.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 TabbyAPI,Server (Python),Open Source,Local-only,Lightweight OpenAI-compatible API for ExLlamaV2; EXL2 format support,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Tabnine,"IDE Extension (15+ editors), CLI + IDE Extensions, VS Code extension, JetBrains plugin, Neovim plugin, Sublime Text, Eclipse",Proprietary (some open source) / Proprietary,Local / Cloud / Hybrid / Local-only / Hybrid / Cloud / Hybrid / Local (on-prem),"Privacy-first AI completion; on-premise deployment, custom model training on private codebases. Enterprise-focused since sunsetting free tier in April 2025.",,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Tactiq,"Chrome, Browser Extension (Chrome)",Proprietary,Cloud,"Meeting transcription extension for Google Meet, Zoom, and Teams that captures conversations in real time and converts them to usable notes.",,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0
 Tailwind AI,Safari,Proprietary,Cloud,AI-powered social media scheduling and content creation assistant available as Safari extension.,,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Talkie,"Web, iOS, Android",Proprietary,Cloud,Creative AI community; character chat + collectible cards + voice messages; 62 min avg daily use per user,,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 Tana,"Web, Desktop",Proprietary,Cloud,"Supertag-based PKM with AI workflows, dynamic views, deep customization for power users",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Taskade,"Chrome, Desktop, Mobile, Web, Web app, Desktop app, Mobile app",Proprietary,Cloud,"AI-powered workspace blending agents, task management, and automation with list/board/calendar/mind map views for research and execution.",,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,1,0
 TavernAI,Web UI (self-hosted),Open Source,Hybrid,Character chat/roleplay interface; largely succeeded by SillyTavern fork,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Tavily,API,Proprietary,Cloud,"Real-time search API for AI agents and RAG; trusted by MongoDB, IBM, AWS, JetBrains; reduces LLM hallucinations",,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Tavily Research API,"API, Web",Proprietary,Cloud,Search API optimized for LLMs/agents; /research endpoint; #1 on DeepResearch Bench. SOC 2 certified. 800K+ developers.,,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 Taxy AI,"Chrome, Browser extension",Open Source,Hybrid / Local,Open-source extension using GPT-4 to control browser and perform repetitive actions. No page contents sent to its servers.,,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0
 TeleportHQ,Web,Open Source,Cloud,AI website builder using ChatGPT. Can generate from hand-drawn sketches via Vision API. Visual editor + code export. Founded 2017.,,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Tempo,Browser-based,Proprietary,Cloud,React WYSIWYG editor with AI.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Tempo Labs,Web,Proprietary,Cloud,Text-to-app platform for solo developers. Turns written instructions into working full-stack code.,,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Temporal,"Self-hosted, Cloud",Open Source (MIT),Hybrid,Durable execution platform for reliable workflow orchestration; from creators of AWS SQS/SWF,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Tencent Yuanbao,"Web, iOS, Android, WeChat integration",Proprietary,Cloud,Tencent's AI assistant; Hunyuan T1 model; integrated into WeChat (1B+ users); topped China iOS free app charts,,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 TensorRT-LLM,Library + Server,Open Source (Apache-2.0),Local / Self-hosted,NVIDIA's optimized LLM inference; TensorRT compiler; state-of-the-art kernels; multi-GPU/multi-node,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Terminal X,Web app,Proprietary,Cloud,AI agents tailored for institutional investors,Financial / Institutional,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Termius,"Desktop + Mobile (macOS, Windows, Linux, iOS, Android)",Proprietary,Cloud,"Modern SSH client with AI command generation, context-aware suggestions, AI agent ""Gloria"" for infrastructure tasks, free AI tier.",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Tettra,"Web, Slack",Proprietary,Cloud,AI knowledge management with Kai assistant that answers questions and routes unanswered ones,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Text Generation WebUI,Web (self-hosted),Open Source,Local-only,Flexible local LLM interface; granular controls; appeals to developers and AI professionals,,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 text-generation-webui (Oobabooga),Web UI (self-hosted),Open Source (AGPL-3.0),Local / Self-hosted,"Feature-rich; multiple backends (transformers, llama.cpp, ExLlama, AutoGPTQ); chat/notebook/instruct modes; OpenAI-compatible API",,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 TEXT2SQL.AI,Web-based,Proprietary,Cloud,SQL query builder from natural language.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 TextCortex AI,"Chrome, Edge",Proprietary,Cloud,"AI writing and productivity assistant with seamless Microsoft Suite integration, precise information retrieval, and GDPR-compliant EU infrastructure.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 The AI Scientist (Sakana AI),CLI,Open Source,Hybrid,"Fully automated scientific discovery; generates ideas, writes code, runs experiments, produces papers (~$15/paper).",,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 thefuck,"CLI (cross-platform, pip)",Open Source,Local-only (rule-based),"Corrects previous console command errors. Rule-based (not LLM), but AI integration discussed. Iconic developer tool.",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Thesify,Web app,Proprietary,Cloud,Ethical AI academic writing tool developed with educators; real-time feedback and citation assistance,Academic Writing,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Thunderbit,"Chrome, Chrome extension",Proprietary,Cloud,"AI web scraper that extracts structured data from any webpage in two clicks with ""AI Suggest Columns"" feature, exportable as CSV.",,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0
 Thunkable,Web,Proprietary,Cloud,No-code platform for native mobile apps. Drag-and-drop with visual blocks. AI tokens bundled into plans. Thunkable Live for instant testing.,,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Tidio Copilot Extension,Chrome,Proprietary,Cloud,"AI assistant for customer support integrated with Zendesk, Intercom, and Gorgias for consistent productivity in support workflows.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 tl;dv,"Web, Browser Extension",Proprietary,Cloud,"Meeting recording with AI insights, timestamp navigation, sales coaching; free unlimited recordings",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 TLDR This,"Chrome, Chromium-based",Proprietary,Cloud,"Free online text summarizer that condenses long articles, documents, and papers into key paragraphs using AI.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Tmux Orchestrator (ABsmartly),CLI,Open Source,Local,Three-tier hierarchy (Orchestrator/PM/Engineers) for autonomous Claude agents across projects,,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 TmuxAI,"tmux plugin (Linux, macOS)",Open Source,"Cloud (OpenRouter, OpenAI, Azure)","Non-intrusive AI assistant inside tmux sessions. Reads pane content, executes commands in dedicated pane, context-aware.",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 TmuxCC,TUI,Open Source,Local,"TUI dashboard for monitoring AI coding agents (Claude Code, OpenCode, Codex CLI, Gemini CLI) in tmux",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Tome,Web,Proprietary,Cloud,AI storytelling platform generating narrative presentations with embedded interactive content,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Tongyi Qianwen / Qwen (Alibaba),"Web, iOS, Android",Open Source (Apache 2.0),Cloud,Alibaba's AI; Qwen3 model family; free access; competes directly with Doubao and Kimi; strong enterprise integration,,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
 Tonkean,Web app,Proprietary,Cloud,Enterprise process orchestration for procurement/legal with agentic AI agents and human-in-the-loop,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 TraceRoot AI,GitHub/CI integration,Proprietary,Cloud,Agents that automatically fix production bugs by tracing root causes.,,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Trae (ByteDance),Standalone IDE (VS Code fork),Proprietary,Cloud,"ByteDance's AI-native IDE; Builder Mode, SOLO autonomous mode, Claude 3.7 + GPT-4o free access. 6M+ registered users.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Trae (formerly MarsCode),Desktop + Cloud IDE,Proprietary,Hybrid,AI IDE by ByteDance. Builder Mode for complex project breakdown. Unlimited free access to GPT-4 and Claude 3.5. VS Code-based.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Transync AI,Web,Proprietary,Cloud,Cloud-based AI interpreter for real-time speech translation across 60+ languages,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Tray.ai (Tray.io),Web app,Proprietary,Cloud,"Low-code AI workflow platform for API-heavy, JSON-dense workflows with Merlin AI assistant",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Traycer,IDE Extension (VS Code),Proprietary,Cloud,Plan-first VS Code assistant for structured development.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Trello (Butler AI),"Web app, Mobile app",Proprietary,Cloud,Visual project management with Butler automation for recurring task automation,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 TrialGPT,Web app,Open Source,Cloud,NIH-developed AI for matching volunteers to ClinicalTrials.gov trials; near-human accuracy,Clinical Trials,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Trials.ai,Web app,Proprietary,Cloud,Smart Protocol technology using NLP/ML to optimize clinical trial protocols,Clinical Trials,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Trinka AI,"Edge, Chrome, Web",Proprietary,Cloud,AI-powered grammar checker and language enhancement tool specifically designed for academic and technical writing.,,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0
 TubeOnAI,Chrome,Proprietary,Cloud,AI summarization and content repurposing tool for quickly digesting and transforming information from various sources.,,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 TurboSeek,Web (self-hostable),Open Source,Hybrid,Perplexity-inspired AI search; uses Bing API + Mixtral/Llama models; 19K users; built with Next.js + Together AI,,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Turnitin,Web,Proprietary,Cloud,Academic integrity platform with AI writing detection for educational institutions,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Twain,Web,Proprietary,Cloud,"AI for crafting effective sales messages, cold emails, LinkedIn outreach",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 TweetGPT,Chrome,Proprietary,Cloud,ChatGPT-powered extension for generating tweets and tweet replies directly on Twitter/X.,,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Twin (twin.so),Web app,Proprietary,Cloud,Action agent performing tasks on any web app without APIs; adapts to changes automatically; 40K+ tasks across 9K+ apps in beta,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 TwinMind,Mobile,Proprietary,Hybrid,AI app that listens to conversations/meetings in background; turns spoken thoughts into structured memory; works offline,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Twos,"Mobile, Web",Proprietary,Cloud,Quick-capture note-taking app with daily notes and AI organization,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Type.ai,Web,Proprietary,Cloud,All-in-one AI word processor with intuitive interface where AI assists while you type,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Typed,Web,Proprietary,Cloud,Research document editor with integrated reference management and collaborative features,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 UI Bakery,Web,Proprietary,Cloud,Low-code platform for internal tools. AI app generator blends low-code with AI-powered scaffolding. Natural language UI generation.,,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 UI Pilot,Browser-based,Proprietary,Cloud,Chat-based editor for Material UI form creation (GPT-4).,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 UI-Act,Desktop (Linux),Open Source (Apache 2.0),Local,GUI agent for Linux; press CTRL+Space + type prompt; uses Multi-Pointer X (MPX); own mouse/keyboard,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 UI-TARS Desktop (ByteDance),Desktop (cross-platform),Open Source,Local / Hybrid,AI model for computer control (2B/7B/72B sizes); browser + desktop agents; Remote Computer Operator; 68% reduction in RPA dev time,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Ui.Vision,Chrome extension / desktop,Open Source,Local,Open-source RPA combining browser automation with computer vision and OCR; Windows/macOS/Linux.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Ui.Vision RPA,Browser extension + Desktop,Open Source,Local,Desktop UI automation via computer vision + OCR; Claude Computer Use integration; macOS/Windows/Linux; codeless,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 UI2Code.ai,Web,Proprietary,Cloud,"Upload UI designs, AI transforms into ready-to-use code instantly. No coding knowledge needed.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 UiPath,"Enterprise platform, Web app, Desktop app",Proprietary,Cloud / On-prem / Cloud / Hybrid,"#1 RPA platform (Gartner Magic Quadrant 6 years running) with NLP, ML, IDP, process mining, agentic orchestration",,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0
 UiPath AI Computer Vision,Desktop (Windows),Proprietary,Hybrid,"Enterprise RPA with AI computer vision; works in VDI environments (Citrix, VMware, RDP); human-like screen recognition",,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Uizard,Browser-based,Proprietary,Cloud,Mockup and wireframe transformer.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Undermind,"Web, Web app",Proprietary,Cloud,Exhaustive literature search mimicking human expert process; reads hundreds of papers; LLM + citation mapping.,Academic / Scientific,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0
 Unkover,Web app,Proprietary,Cloud,"Real-time CI from hiring portals, investor databases, PR; starts $79/month",Competitive Intelligence,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Unlearn.ai,Web app,Proprietary,Cloud,"Digital twins for clinical trials; AI-generated control outcome forecasts; EMA qualified, FDA aligned",Clinical Trials,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Uzi,CLI,Open Source,Local,Run multiple AI coding agents in parallel via Git worktrees + tmux; checkpoint and merge results,,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 v0 (Vercel),Browser-based,Proprietary,Cloud,AI-powered UI and full-stack app builder. React/Next.js/Tailwind. One-click Vercel deploy. Native DB integrations.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 v0 by Vercel,Web,Proprietary,Cloud,Generates React components styled with Tailwind CSS and shadcn/ui from text descriptions. Deep Next.js/Vercel integration. Platform API (beta) for automation.,,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Vectra AI,"Web app, Platform",Proprietary,Cloud,2025 Gartner MQ Leader for Network Detection and Response,Cybersecurity / NDR,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Vellum AI,Web app,Proprietary,Cloud,"Low-code AI workflow platform with versioning, eval checks, gated promotions, instant rollback",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Vercel Agent Browser,CLI tool,Open Source,Hybrid,"Browser automation CLI for AI agents; works with Claude Code, Codex, Cursor, Gemini CLI, Copilot, Goose.",,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Vibe Studio,Web,Proprietary,Cloud,"AI-powered IDE for teams to design, code, and deploy Flutter apps fast.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Vibecode App,Web/Mobile,Proprietary,Cloud,AI mobile app builder for vibe coding.,,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Vibium,Framework (new),Open Source,Local,"Built on WebDriver BiDi for the ""AI era"" of testing; created by Selenium's creator Jason Huggins. ""Selenium for AI.""",,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 Vim + AI plugins,Desktop (terminal),Open Source,Local / Hybrid,Classic editor with AI plugins available.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Visual Studio 2026,Desktop (Windows),Proprietary,Hybrid,Microsoft's flagship IDE with AI integration. Primary choice for Windows/.NET/C++/Unity/Unreal development.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Visual Studio Code,Desktop,Open Source (MIT),Hybrid,"Microsoft's dominant editor. Deep GitHub Copilot integration, agent mode, multi-file edits. ~75% market share. Free.",,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Vivaldi,"Desktop (macOS, Windows, Linux), Mobile",Proprietary (free),Local-only,"Deliberately refuses to add AI features; CEO states ""people hate AI""; focuses on tab tiling, email, productivity; supports AI via third-party extensions only",,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
 vLex (Vincent AI),Web app,Proprietary,Cloud,AI legal research with Vincent Studio for custom workflows; acquired by Clio for $1B in Nov 2025,Legal,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 vLLM,Server (Python),Open Source (Apache-2.0),Local / Self-hosted,PagedAttention technology; 2-4x throughput; multi-GPU; continuous batching; production-grade,,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
 Voice Out,Chrome,Proprietary,Cloud,"Free TTS extension for Google Docs, PDFs, webpages, and books with privacy-respecting design.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Voiceflow,Web app,Proprietary,Cloud,"Commercial chatbot/voicebot builder with multi-LLM support, telephony, Figma-like drag-and-drop",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Void,"Desktop, Standalone IDE (VS Code fork)",Open Source (VS Code fork) / Open Source,Local-first / Hybrid / Hybrid / Local,Open source Cursor alternative. No private backend middleman — connect directly to AI providers. Full data control.,,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Voila AI,"Chrome, Firefox, Edge, Safari, Desktop, Mobile",Proprietary,Cloud,"Personal AI assistant powered by GPT-4o for writing, summarization, brainstorming, research, translation, and email replies with 50+ output languages.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Vortex,VS Code extension,Proprietary,Cloud,GPT-powered extension for code editing/review via natural language prompts.,,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Vowel,Web,Proprietary,Cloud,"Video conferencing with built-in AI transcription, summaries, and searchable meeting library",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 VS Code Commander,VS Code extension,Proprietary,Cloud,Microsoft's official extension; configure VS Code via conversational chat.,,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Waldo,Web,Proprietary,Cloud,AI search assistant for professionals; handles complex search tasks like plan creation and key information extraction,,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Walling,Web,Proprietary,Cloud,Visual note organization with walls/boards for structured idea management,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Walter Writes AI,Web,Proprietary,Cloud,"AI paraphraser with Academic, Creative, Standard, SEO modes passing AI detection tests",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Warp,"Desktop terminal (macOS, Linux), Terminal Emulator + CLI, Desktop app (macOS, Windows",Proprietary / Open Source (GitHub),Hybrid / Cloud / Cloud (hosted AI),"Rust-based terminal with built-in AI agents, block-based UI, command suggestions, natural language queries, collaborative workflows. #1 on Terminal-bench.",,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Wasp (Mage),Web + CLI,Open Source,Local / Cloud,Full-stack framework (React + Node.js + Prisma) with experimental AI code generator. Open SaaS starter with 10K+ GitHub stars.,,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Wave Terminal,"Terminal Emulator, Desktop app (macOS, Windows, Linux)",Open Source (Apache-2.0) / Open Source,Hybrid / Hybrid (bring your own API keys or local models),"Open-source terminal with integrated AI chat, file previews, built-in editor, workspace organization. No cloud account required.",,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Wavebox,"Desktop (macOS, Windows, Linux)",Proprietary,Cloud,"Chromium-based productivity browser with Brainbox AI; contextual AI assistance, page summarization, AI writing assistant, custom skills; works within web app context; $99/yr Pro plan",,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
 WaveTerm,Desktop terminal,Open Source,Local,Terminal with AI assistance capabilities.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Web Highlights,"Chrome, Edge, Firefox",Proprietary,Cloud,"Highlight text on any website or PDF, create notes, and generate AI summaries. Free, no sign-up required.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Web of Science Research Assistant (Clarivate),Web,Proprietary,Cloud,Agentic AI on Web of Science Core Collection; guides multi-step literature reviews with structured summaries.,,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
 WebChatGPT,Chrome,Proprietary,Cloud,"Extension connecting ChatGPT to live internet data for more accurate, up-to-date responses by augmenting prompts with web search results.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Webflow AI Site Builder,Web,Proprietary,Cloud,"Professional-grade AI builder (beta) generating complete design systems, not just pages. Best for agencies and enterprise.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 WeWeb,Web,Proprietary,Cloud,"AI generates pages, databases, logic, coded components. Drag-and-drop editor. Exports Vue.js SPA for self-hosting or any cloud.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 WezTerm,Desktop app (cross-platform),Open Source,Local-only (via plugins),"Lua-configurable terminal. Community AI plugins (ai-helper, ai-commander). Positioned as ideal programmable surface for AI era.",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 What The Diff,GitHub integration,Proprietary,Cloud,PR change description tool.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Whimsical,Web,Proprietary,Cloud,"Flowcharts, mind maps, wireframes, sticky notes with AI assistance for fast ideation",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Willow Voice Keyboard,Mobile (iOS),Proprietary,Cloud,"Voice keyboard transcribing and formatting speech across all apps, 100+ languages",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Windmill,"Web app, Self-hosted",Open Source,Hybrid,"Self-hosted in 3 minutes via Docker/K8s; used by 3,000+ organizations for internal tools and data pipelines",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Windows Agent Arena (Microsoft),Benchmark + Framework,Open Source,Local,Open-sourced benchmark for Windows AI agents; OmniParser + GPT-4V; diverse real OS tasks,,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Windsurf,"Desktop (macOS, Windows, Linux)",Proprietary,Hybrid,"AI-native IDE by Codeium. Agentic workflows, SuperComplete suggestions, autonomous task completion. Formerly Codeium Editor. $15/mo.",,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Windsurf (formerly Codeium),"Standalone IDE (VS Code fork), VS Code extension, JetBrains plugin, Vim plugin, Neovim plugin, Xcode extension, Desktop, Chrome",Proprietary (extension is free tier available) / Proprietary,Cloud / Hybrid,"Agentic flow-oriented IDE powered by Cascade agent; full-context awareness, multi-file editing, live previews. Acquired by Cognition (Devin makers).",,0,0,1,1,0,0,0,0,1,0,0,0,0,0,0,0,0
 windsurf.nvim (formerly codeium.nvim),Neovim plugin,Open Source,Cloud,Native Neovim extension for Codeium/Windsurf. 1.2K stars.,,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Winston AI,Web,Proprietary,Cloud,"99.98% accuracy AI detector trained on latest models, detects bypassing strategies",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Wiseone,Chrome,Proprietary,Cloud,"AI reading assistant that simplifies complex information in articles, research papers, and long-form content for faster comprehension.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 WisprFlow,Desktop,Proprietary,Hybrid,AI voice-to-text tool for productivity,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Witty,Firefox,Proprietary,Cloud,AI-powered inclusive writing assistant detecting biased wording and suggesting more inclusive alternatives in real-time.,,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Wix ADI / Wix Harmony,Web,Proprietary,Cloud,"Conversational AI generates multi-page websites. Harmony (Jan 2026) builds production-ready sites with commerce, SEO, GDPR compliance.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Wix Harmony,Web,Proprietary,Cloud,Wix's Jan 2026 platform combining website builder with vibe coding. Full websites via natural language prompts.,,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Wokelo,Web app,Proprietary,Cloud,"AI for investment research: due diligence, sector research, portfolio monitoring",Financial / Due Diligence,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Wolfram Alpha,"Web, Mobile, API",Proprietary,Cloud,"Computational knowledge engine; curated structured data; excels at math, science, factual queries; unique approach vs. LLM-based search",,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Wordly,Web (integrates with Zoom/Teams/Cvent),Proprietary,Cloud,"Real-time AI translation, captions, transcripts, and summaries for meetings and events",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Wordsmith AI,Web app,Proprietary,Cloud,Full legal enablement platform for in-house teams at tech companies,Legal / In-house,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 Wordtune,"Chrome, Firefox, Arc, Edge, Web, Browser Extension",Proprietary,Cloud,"AI writing assistant that rephrases sentences, improves clarity, adjusts tone (formal/casual), and handles translation rewrites.",,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0
 Wordvice AI,Web,Proprietary,Cloud,"AI proofreading suite with grammar checker, paraphraser, summarizer, translator, plagiarism checker",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Workato,Web app,Proprietary,Cloud,"Enterprise iPaaS with MCP servers connecting AI agents to 1,400+ business apps",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 WorldGUI / GUI-Thinker,Desktop,Open Source (research),Local,"GUI agent with self-reflection; Planner-Critic, Step-Check, Actor-Critic modules; surpasses Claude 3.5 Computer Use by 14.9%",,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Wren AI,Web-based,Open Source,Hybrid,SQL agent for natural language database queries.,,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Wrike,"Web app, Mobile app",Proprietary,Cloud,AI-powered project management with self-learning engine for predictions and recommendations,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
 Writefull,"Web app, Word/Overleaf plugin",Proprietary,Cloud,Automated writing and proofreading for academics; popular among non-native English speakers,Academic Writing,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 WriteGPT,Chrome,Proprietary,Cloud,"Free AI copilot and GPT web extension for writing, adapting, summarizing, and handling digital tasks anywhere on the internet.",,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Writer Action Agent,Web app,Proprietary,Cloud,"#1 on GAIA Level 3 (61%) and CUB (10.4%) benchmarks; isolated virtual computer per session; launches browser, executes code, opens office apps",,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
 Writer.com,"Web, Browser Extension",Proprietary,Cloud,"Enterprise AI writing assistant with custom style guides, brand voice, and tone enforcement",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Writesonic,Web,Proprietary,Cloud,"AI-powered blog writing, ad copy, website content with built-in SEO optimization",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 xTiles,Web,Proprietary,Cloud,"Visual workspace combining notes, boards, and flexible layouts",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Yahoo Scout,"Web, embedded in Yahoo ecosystem",Proprietary,Cloud,"Yahoo's new AI answer engine (Jan 2026 beta); powered by Anthropic; integrates across Yahoo Mail, News, Sports, Finance, Shopping",,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Yandex,"Web, Mobile, Browser",Proprietary,Cloud,"Russia's leading search engine; AI translator, video conferencing; comprehensive Russian-language AI services",,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Yandex Browser,"Desktop (Windows, macOS), Mobile",Proprietary,Cloud,"""Neural browser"" with Alice AI assistant; analyzes videos and documents in-context; AI agents for task automation (booking, shopping, research); YandexART image generation; neural text editing; AI phishing detection; powered by YandexGPT 5",,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
 Yomu AI,Web app,Proprietary,Cloud,"AI writing assistant for essays, papers, and academic writing with citation finder and plagiarism checker",Academic Writing,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 You.com,"Web, Mobile",Proprietary,Cloud,"Multi-model ""productivity engine"" with customizable search modes; supports GPT-4, Claude, Gemini; content/image generation tools",,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0,0,0
 Yuanbao (Tencent),"Mobile, Web",Proprietary,Cloud,Tencent's AI chatbot powered by Hunyuan + DeepSeek R1; exclusive access to WeChat content ecosystem; surpassed DeepSeek in China downloads,,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
 Zapier,"Web, Web app",Proprietary,Cloud,"No-code automation connecting 8,000+ apps with AI Copilot, Zapier Agents, and chatbot builder",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0
 Zapier Chrome Extension,Chrome,Proprietary,Cloud,Kicks off automated workflows from anywhere on the web with AI-powered natural language instructions for cross-app automation.,,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
 Zed,"Desktop (macOS, Windows, Linux), Desktop",Open Source (Rust) / Open Source,Hybrid,"Hyper-fast Rust-native editor with GPU-accelerated rendering. AI features + real-time collaboration. Not a VS Code fork. Free, Pro $8/mo for AI.",,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 Zed (built-in AI),"Standalone editor (native, Rust-based)",Open Source,Cloud / Hybrid,"Minimal, fast editor with built-in AI: agentic editing, Zeta edit prediction, inline assistant, text threads, ACP support, MCP support.",,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Zen Browser,"Desktop (macOS, Windows, Linux)",Open Source,Cloud (optional),Firefox-based; inherits Firefox Labs AI chatbot sidebar (optional); privacy-first; AI features are opt-in via about:config; focuses on customization and workspaces rather than AI,,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
 Zencoder,"IDE Extension (VS Code, JetBrains), VS Code extension, JetBrains plugin",Proprietary,Cloud,"AI coding agent with Repo Grokking technology; comprehensive codebase analysis, structural pattern recognition.",,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
 Zendesk AI Knowledge Base,Web,Proprietary,Cloud,No-code Knowledge Builder that auto-generates knowledge base from business context and tickets,,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Zendy,Web app,Proprietary,Cloud,AI-powered search and summarization with full-text access to academic articles (helps bypass paywalls),Academic / Scientific,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
 ZenRows,API,Proprietary,Cloud,API for scraping without getting blocked; headless browser functionality.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 ZeroGPT,Web,Proprietary,Cloud,AI detector highlighting AI-written sentences with percentage gauge,,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 ZeroGPT Paraphraser,Web,Proprietary,Cloud,"Free AI paraphrasing tool for sentences, paragraphs, documents, and articles",,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
 Zettlr,Desktop,Open Source,Local-only,"Free open-source Zettelkasten editor with wiki-links, note IDs, graph view",,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
 Zoer,Web,Proprietary,Cloud,"Generates full-stack apps (databases, backends, frontends) from a single prompt. AR/VR tool integration planned for 2026.",,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
 zsh-ai-assist,zsh/fish plugin,Open Source,Cloud (Claude API),"Describe tasks in natural language, get OS-specific commands. \`??\` after failed command for AI-powered fix suggestions.",,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
 Zyte,Cloud platform,Proprietary,Cloud,Enterprise web data extraction technology and services; worldwide distributed team.,,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
 `;

 const CAT_COLS = [
  'cat_ai_code_editors','cat_ai_coding_cli_agents','cat_ai_ide_extensions','cat_ai_code_generation_web',
  'cat_ai_general_assistants','cat_ai_deep_research','cat_ai_search_engines','cat_ai_browsers',
  'cat_ai_browser_extensions','cat_ai_computer_use','cat_ai_browser_automation','cat_local_llm_runners',
  'cat_ai_writing_productivity','cat_ai_note_taking_knowledge','cat_domain_specific_research',
  'cat_ai_workflow_automation','cat_ai_terminals_shells'
 ];

 const CAT_COLORS = [
  '#5b8def','#ef5b8d','#8def5b','#ef8d5b','#8d5bef','#5befa8','#efef5b',
  '#5bcdef','#ef5bef','#a8ef5b','#5b8def','#ef5b5b','#5befef','#efb85b',
  '#b85bef','#5bef5b','#ef5bb8'
 ];

 function catLabel(col) {
  return col.replace(/^cat_/, '').replace(/_/g, ' ').replace(/\b\w/g, c => c.toUpperCase());
 }

 // Parse CSV properly handling quoted fields
 function parseCSV(text) {
  const rows = [];
  let i = 0;
  const len = text.length;
  while (i < len) {
    const row = [];
    while (i < len) {
      if (text[i] === '"') {
        i++;
        let val = '';
        while (i < len) {
          if (text[i] === '"') {
            if (i + 1 < len && text[i+1] === '"') { val += '"'; i += 2; }
            else { i++; break; }
          } else { val += text[i]; i++; }
        }
        row.push(val);
        if (i < len && text[i] === ',') i++;
        else if (i < len && (text[i] === '\n' || text[i] === '\r')) { if (text[i] === '\r' && text[i+1] === '\n') i++; i++; break; }
      } else {
        let val = '';
        while (i < len && text[i] !== ',' && text[i] !== '\n' && text[i] !== '\r') { val += text[i]; i++; }
        row.push(val);
        if (i < len && text[i] === ',') i++;
        else { if (i < len && text[i] === '\r') i++; if (i < len && text[i] === '\n') i++; break; }
      }
    }
    if (row.length > 1 || (row.length === 1 && row[0].trim())) rows.push(row);
  }
  return rows;
 }

 let allApps = [];
 let state = { search: '', cats: new Set(), ffs: new Set(), lics: new Set(), deps: new Set(), sort: 'cat_count_desc' };

 function init() {
  const parsed = parseCSV(CSV_DATA);
  const headers = parsed[0];
  for (let i = 1; i < parsed.length; i++) {
    const row = parsed[i];
    const obj = {};
    headers.forEach((h, j) => { obj[h] = (row[j] || '').trim(); });
    // Parse categories
    obj._cats = [];
    obj._catCount = 0;
    CAT_COLS.forEach(c => {
      const v = parseInt(obj[c]) || 0;
      if (v === 1) { obj._cats.push(c); obj._catCount++; }
    });
    // Parse form factors
    obj._ffs = obj.form_factors ? obj.form_factors.split(',').map(s => s.trim()).filter(Boolean) : [];
    allApps.push(obj);
  }
  buildFilters();
  render();

  document.getElementById('searchBox').addEventListener('input', e => { state.search = e.target.value.toLowerCase(); render(); });
  document.getElementById('sortSelect').addEventListener('change', e => { state.sort = e.target.value; render(); });
  document.getElementById('ffSearch').addEventListener('input', e => filterButtons('ffFilters', e.target.value));
  document.getElementById('licSearch').addEventListener('input', e => filterButtons('licFilters', e.target.value));
  document.getElementById('depSearch').addEventListener('input', e => filterButtons('depFilters', e.target.value));
 }

 function buildFilters() {
  // Categories
  const catContainer = document.getElementById('catFilters');
  const catCounts = {};
  CAT_COLS.forEach(c => { catCounts[c] = allApps.filter(a => a._cats.includes(c)).length; });
  CAT_COLS.forEach((c, idx) => {
    const btn = document.createElement('button');
    btn.className = 'filter-btn';
    btn.dataset.value = c;
    btn.innerHTML = catLabel(c) + ' <span class="count">' + catCounts[c] + '</span>';
    btn.onclick = () => toggleFilter('cats', c, btn);
    catContainer.appendChild(btn);
  });

  // Form factors
  const ffCounts = {};
  allApps.forEach(a => a._ffs.forEach(ff => { ffCounts[ff] = (ffCounts[ff] || 0) + 1; }));
  const ffSorted = Object.entries(ffCounts).sort((a,b) => b[1] - a[1]);
  const ffContainer = document.getElementById('ffFilters');
  ffSorted.forEach(([ff, count]) => {
    const btn = document.createElement('button');
    btn.className = 'filter-btn';
    btn.dataset.value = ff;
    btn.dataset.search = ff.toLowerCase();
    btn.innerHTML = ff + ' <span class="count">' + count + '</span>';
    btn.onclick = () => toggleFilter('ffs', ff, btn);
    ffContainer.appendChild(btn);
  });

  // Licenses
  const licCounts = {};
  allApps.forEach(a => { const l = a.license; if (l) licCounts[l] = (licCounts[l] || 0) + 1; });
  const licSorted = Object.entries(licCounts).sort((a,b) => b[1] - a[1]);
  const licContainer = document.getElementById('licFilters');
  licSorted.forEach(([l, count]) => {
    const btn = document.createElement('button');
    btn.className = 'filter-btn';
    btn.dataset.value = l;
    btn.dataset.search = l.toLowerCase();
    btn.innerHTML = l + ' <span class="count">' + count + '</span>';
    btn.onclick = () => toggleFilter('lics', l, btn);
    licContainer.appendChild(btn);
  });

  // Deployments
  const depCounts = {};
  allApps.forEach(a => { const d = a.deployment; if (d) depCounts[d] = (depCounts[d] || 0) + 1; });
  const depSorted = Object.entries(depCounts).sort((a,b) => b[1] - a[1]);
  const depContainer = document.getElementById('depFilters');
  depSorted.forEach(([d, count]) => {
    const btn = document.createElement('button');
    btn.className = 'filter-btn';
    btn.dataset.value = d;
    btn.dataset.search = d.toLowerCase();
    btn.innerHTML = d + ' <span class="count">' + count + '</span>';
    btn.onclick = () => toggleFilter('deps', d, btn);
    depContainer.appendChild(btn);
  });
 }

 function toggleFilter(group, value, btn) {
  if (state[group].has(value)) { state[group].delete(value); btn.classList.remove('active'); }
  else { state[group].add(value); btn.classList.add('active'); }
  render();
 }

 function filterButtons(containerId, query) {
  const q = query.toLowerCase();
  document.querySelectorAll('#' + containerId + ' .filter-btn').forEach(btn => {
    btn.style.display = btn.dataset.search.includes(q) ? '' : 'none';
  });
 }

 function toggleSection(el) {
  const section = el.closest('.filter-section');
  section.classList.toggle('collapsed');
  el.textContent = section.classList.contains('collapsed') ? 'expand' : 'collapse';
 }

 function toggleSort(col) {
  if (col === 'name') state.sort = state.sort === 'name_asc' ? 'name_desc' : 'name_asc';
  else state.sort = state.sort === 'cat_count_desc' ? 'cat_count_asc' : 'cat_count_desc';
  document.getElementById('sortSelect').value = state.sort;
  render();
 }

 function clearAll() {
  state.search = '';
  state.cats.clear();
  state.ffs.clear();
  state.lics.clear();
  state.deps.clear();
  document.getElementById('searchBox').value = '';
  document.querySelectorAll('.filter-btn.active').forEach(b => b.classList.remove('active'));
  render();
 }

 function escHtml(s) { const d = document.createElement('div'); d.textContent = s; return d.innerHTML; }

 function render() {
  let filtered = allApps.filter(a => {
    if (state.search && !a.app_name.toLowerCase().includes(state.search)) return false;
    if (state.cats.size > 0 && !a._cats.some(c => state.cats.has(c))) return false;
    if (state.ffs.size > 0 && !a._ffs.some(ff => state.ffs.has(ff))) return false;
    if (state.lics.size > 0 && !state.lics.has(a.license)) return false;
    if (state.deps.size > 0 && !state.deps.has(a.deployment)) return false;
    return true;
  });

  // Sort
  switch (state.sort) {
    case 'cat_count_desc': filtered.sort((a,b) => b._catCount - a._catCount || a.app_name.localeCompare(b.app_name)); break;
    case 'cat_count_asc': filtered.sort((a,b) => a._catCount - b._catCount || a.app_name.localeCompare(b.app_name)); break;
    case 'name_asc': filtered.sort((a,b) => a.app_name.localeCompare(b.app_name)); break;
    case 'name_desc': filtered.sort((a,b) => b.app_name.localeCompare(a.app_name)); break;
  }

  document.getElementById('stats').innerHTML = 'Showing <strong>' + filtered.length + '</strong> of <strong>' + allApps.length + '</strong> apps';
  document.getElementById('noResults').style.display = filtered.length === 0 ? '' : 'none';

  // Render table (limit to 200 for performance)
  const show = filtered.slice(0, 200);
  const tbody = document.getElementById('tbody');
  tbody.innerHTML = show.map(a => {
    const desc = a.description || '';
    const shortDesc = desc.length > 100 ? desc.substring(0, 100) + '...' : desc;
    const ffs = a._ffs.map(ff => '<span class="tag tag-ff">' + escHtml(ff) + '</span>').join('');
    const cats = a._cats.map((c, i) => {
      const idx = CAT_COLS.indexOf(c);
      return '<span class="tag tag-cat" style="background:' + CAT_COLORS[idx] + '22;color:' + CAT_COLORS[idx] + '">' + catLabel(c) + '</span>';
    }).join('');
    const domain = a.domain ? '<span class="tag tag-domain">' + escHtml(a.domain) + '</span>' : '';
    return '<tr>' +
      '<td class="app-name">' + escHtml(a.app_name) + '</td>' +
      '<td><div class="tags">' + ffs + '</div></td>' +
      '<td><span class="tag tag-lic">' + escHtml(a.license || '—') + '</span></td>' +
      '<td><span class="tag tag-dep">' + escHtml(a.deployment || '—') + '</span></td>' +
      '<td class="desc" title="' + escHtml(desc) + '">' + escHtml(shortDesc) + '</td>' +
      '<td>' + domain + '</td>' +
      '<td><span class="cat-count">' + a._catCount + '</span></td>' +
      '<td><div class="tags">' + cats + '</div></td>' +
      '</tr>';
  }).join('');

  if (filtered.length > 200) {
    tbody.innerHTML += '<tr><td colspan="8" style="text-align:center;color:var(--text2);padding:16px;">Showing first 200 of ' + filtered.length + ' results. Narrow your filters to see more.</td></tr>';
  }

  updatePrompt(filtered);
 }

 function updatePrompt(filtered) {
  const parts = [];
  if (state.search) parts.push('name containing "' + state.search + '"');
  if (state.cats.size > 0) parts.push('in categories: ' + [...state.cats].map(catLabel).join(', '));
  if (state.ffs.size > 0) parts.push('with form factors: ' + [...state.ffs].join(', '));
  if (state.lics.size > 0) parts.push('with license: ' + [...state.lics].join(', '));
  if (state.deps.size > 0) parts.push('with deployment: ' + [...state.deps].join(', '));

  let prompt;
  if (parts.length === 0) {
    prompt = 'Showing all ' + filtered.length + ' AI apps, sorted by ' +
      (state.sort.startsWith('cat_count') ? 'category count' : 'name') + '.\n\n' +
      'Use the filters on the left to explore apps by category, form factor, license, or deployment model.';
  } else {
    prompt = 'Found ' + filtered.length + ' AI apps ' + parts.join(', ') + '.\n\n' +
      'Top results: ' + filtered.slice(0, 10).map(a => a.app_name).join(', ') +
      (filtered.length > 10 ? ', ...' : '') + '.';
  }
  document.getElementById('promptText').textContent = prompt;
 }

 function copyPrompt() {
  const text = document.getElementById('promptText').textContent;
  navigator.clipboard.writeText(text).then(() => {
    const btn = document.querySelector('.copy-btn');
    btn.textContent = 'Copied!';
    setTimeout(() => btn.textContent = 'Copy', 1500);
  });
 }

 init();
 </script>
 </body>
 </html>
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