{ "artifact_type": "ranking", "covered_period": { "end": "2026-09-07", "label": "2026-W37", "start": "2026-05-18" }, "generated_at": "2026-09-07T04:17:20Z", "metric_definition": "Latest absolute GitHub stars for repositories with MCP or Model Context Protocol signals.", "metric_label": "Stars", "provenance": { "generator": "scripts/generate_ranking_artifacts.py", "methodology_url": "/methodology/", "source_checksum": "15dc6437d7fa1ad1b61b7c3416ece2c422eacf0e8035a83873f9309f7ec90aca", "source_paths": [ "data/archive/recovered-W23-W29/2026-W23/2026-W23.json", "data/archive/recovered-W23-W29/2026-W24/2026-W24.json", "data/archive/recovered-W23-W29/2026-W25/2026-W25.json", "data/archive/recovered-W23-W29/2026-W26/2026-W26.json", "data/archive/recovered-W23-W29/2026-W27/2026-W27.json", "data/archive/recovered-W23-W29/2026-W28/2026-W28.json", "data/raw/2026-W21.json", "data/raw/2026-W22.json", "data/raw/2026-W29.json", "data/raw/2026-W30.json", "data/raw/2026-W31.json", "data/raw/2026-W32.json", "data/raw/2026-W33.json", "data/raw/2026-W34.json", "data/raw/2026-W35.json", "data/raw/2026-W36.json", "data/raw/2026-W37.json" ] }, "ranking_id": "most-starred-mcp-projects", "records": [ { "comparison_label": null, "comparison_value": null, "context_accessible_text": "The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.", "context_summary": "The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode\u2026", "full_name": "affaan-m/ECC", "github_url": "https://github.com/affaan-m/ECC", "language": "JavaScript", "metric_key": "stars", "metric_label": "251,639 stars", "metric_value": 251639, "rank": 1, "repository_id": "affaan-m-ecc" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.", "context_summary": "Fair-code workflow automation platform with native AI capabilities. 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AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface", "context_summary": "Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness\u2026", "full_name": "koala73/worldmonitor", "github_url": "https://github.com/koala73/worldmonitor", "language": "TypeScript", "metric_key": "stars", "metric_label": "85,721 stars", "metric_value": 85721, "rank": 11, "repository_id": "koala73-worldmonitor" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "\ud83e\udd2f LobeHub is your Chief Agent Operator, organizing your agents into 7\u00d724 operations by hiring, scheduling, and reporting on your entire AI team.", "context_summary": "\ud83e\udd2f LobeHub is your Chief Agent Operator, organizing your agents into 7\u00d724 operations by hiring, scheduling, and reporting on your entire AI team.", "full_name": "lobehub/lobehub", "github_url": "https://github.com/lobehub/lobehub", "language": "TypeScript", "metric_key": "stars", "metric_label": "82,279 stars", "metric_value": 82279, "rank": 12, "repository_id": "lobehub-lobehub" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "The fastest path to AI-powered full stack observability, even for lean teams.", "context_summary": "The fastest path to AI-powered full stack observability, even for lean teams.", "full_name": "netdata/netdata", "github_url": "https://github.com/netdata/netdata", "language": "Go", "metric_key": "stars", "metric_label": "80,445 stars", "metric_value": 80445, "rank": 13, "repository_id": "netdata-netdata" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "\ud83d\udd77\ufe0f An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!", "context_summary": "\ud83d\udd77\ufe0f An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!", "full_name": "D4Vinci/Scrapling", "github_url": "https://github.com/D4Vinci/Scrapling", "language": "Python", "metric_key": "stars", "metric_label": "78,815 stars", "metric_value": 78815, "rank": 14, "repository_id": "d4vinci-scrapling" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu \u2014 one CLI, zero API fees.", "context_summary": "Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu \u2014 one CLI, zero API fees.", "full_name": "Panniantong/Agent-Reach", "github_url": "https://github.com/Panniantong/Agent-Reach", "language": "Python", "metric_key": "stars", "metric_label": "78,468 stars", "metric_value": 78468, "rank": 15, "repository_id": "panniantong-agent-reach" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows", "context_summary": "A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows", "full_name": "ComposioHQ/awesome-claude-skills", "github_url": "https://github.com/ComposioHQ/awesome-claude-skills", "language": "Python", "metric_key": "stars", "metric_label": "70,950 stars", "metric_value": 70950, "rank": 16, "repository_id": "composiohq-awesome-claude-skills" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.", "context_summary": "Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers\u2026", "full_name": "headroomlabs-ai/headroom", "github_url": "https://github.com/headroomlabs-ai/headroom", "language": "Python", "metric_key": "stars", "metric_label": "69,164 stars", "metric_value": 69164, "rank": 17, "repository_id": "headroomlabs-ai-headroom" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Never stop coding. Free MIT AI gateway: one endpoint, 352 providers (150+ free), 1200+ models Kimi, Claude, GPT, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Cursor, OpenCode, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15-95% tokens, MCP/A2A, Desktop/PWA. Built by 550+ contributors", "context_summary": "Never stop coding. Free MIT AI gateway: one endpoint, 352 providers (150+ free), 1200+ models Kimi, Claude, GPT, Gemini, GLM, DeepSeek, MiniMax. Works with\u2026", "full_name": "diegosouzapw/OmniRoute", "github_url": "https://github.com/diegosouzapw/OmniRoute", "language": "TypeScript", "metric_key": "stars", "metric_label": "62,096 stars", "metric_value": 62096, "rank": 18, "repository_id": "diegosouzapw-omniroute" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors", "context_summary": "Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors", "full_name": "upstash/context7", "github_url": "https://github.com/upstash/context7", "language": "TypeScript", "metric_key": "stars", "metric_label": "61,715 stars", "metric_value": 61715, "rank": 19, "repository_id": "upstash-context7" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "The best-benchmarked open-source AI memory system. And it's free.", "context_summary": "The best-benchmarked open-source AI memory system. And it's free.", "full_name": "MemPalace/mempalace", "github_url": "https://github.com/MemPalace/mempalace", "language": "Python", "metric_key": "stars", "metric_label": "58,744 stars", "metric_value": 58744, "rank": 20, "repository_id": "mempalace-mempalace" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "\u2b50AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.\ud83c\udfaf \u544a\u522b\u4fe1\u606f\u8fc7\u8f7d\uff0c\u4f60\u7684 AI \u8206\u60c5\u76d1\u63a7\u52a9\u624b\u4e0e\u70ed\u70b9\u7b5b\u9009\u5de5\u5177\uff01\u805a\u5408\u591a\u5e73\u53f0\u70ed\u70b9 + RSS \u8ba2\u9605\uff0c\u652f\u6301\u5173\u952e\u8bcd\u7cbe\u51c6\u7b5b\u9009\u3002AI \u667a\u80fd\u7b5b\u9009\u65b0\u95fb + AI \u7ffb\u8bd1 + AI \u5206\u6790\u7b80\u62a5\u76f4\u63a8\u624b\u673a\uff0c\u4e5f\u652f\u6301\u63a5\u5165 MCP \u67b6\u6784\uff0c\u8d4b\u80fd AI \u81ea\u7136\u8bed\u8a00\u5bf9\u8bdd\u5206\u6790\u3001\u60c5\u611f\u6d1e\u5bdf\u4e0e\u8d8b\u52bf\u9884\u6d4b\u7b49\u3002\u652f\u6301 Docker \uff0c\u6570\u636e\u672c\u5730/\u4e91\u7aef\u81ea\u6301\u3002\u96c6\u6210\u5fae\u4fe1/\u98de\u4e66/\u9489\u9489/Telegram/\u90ae\u4ef6/ntfy/bark/slack \u7b49\u6e20\u9053\u667a\u80fd\u63a8\u9001\u3002", "context_summary": "\u2b50AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.\ud83c\udfaf \u544a\u522b\u4fe1\u606f\u8fc7\u8f7d\uff0c\u4f60\u7684 AI \u8206\u60c5\u76d1\u63a7\u52a9\u624b\u4e0e\u70ed\u70b9\u7b5b\u9009\u5de5\u5177\uff01\u805a\u5408\u591a\u5e73\u53f0\u70ed\u70b9 + RSS \u8ba2\u9605\uff0c\u652f\u6301\u5173\u952e\u8bcd\u7cbe\u51c6\u7b5b\u9009\u3002AI\u2026", "full_name": "sansan0/TrendRadar", "github_url": "https://github.com/sansan0/TrendRadar", "language": "Python", "metric_key": "stars", "metric_label": "57,787 stars", "metric_value": 57787, "rank": 21, "repository_id": "sansan0-trendradar" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Complete API layer for private AI applications on local models: RAG, skills, tools, MCP, text-to-sql, and more. Works with any OpenAI-compatible inference server.", "context_summary": "Complete API layer for private AI applications on local models: RAG, skills, tools, MCP, text-to-sql, and more. Works with any OpenAI-compatible inference\u2026", "full_name": "zylon-ai/private-gpt", "github_url": "https://github.com/zylon-ai/private-gpt", "language": "Python", "metric_key": "stars", "metric_label": "57,490 stars", "metric_value": 57490, "rank": 22, "repository_id": "zylon-ai-private-gpt" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Open-source AI coworkers that each get a computer of their own: a browser, files and tools, with every action decided before it happens and recorded after. Bring any AG-UI agent.", "context_summary": "Open-source AI coworkers that each get a computer of their own: a browser, files and tools, with every action decided before it happens and recorded after\u2026", "full_name": "CopilotKit/OpenBot", "github_url": "https://github.com/CopilotKit/OpenBot", "language": "TypeScript", "metric_key": "stars", "metric_label": "2,453 stars", "metric_value": 2453, "rank": 23, "repository_id": "copilotkit-openbot" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "ChatGPT thinks. Codex works. Use ChatGPT as the planning brain while keeping the Codex harness.", "context_summary": "ChatGPT thinks. Codex works. Use ChatGPT as the planning brain while keeping the Codex harness.", "full_name": "XiaoDuoYa/codex-with-chatgpt", "github_url": "https://github.com/XiaoDuoYa/codex-with-chatgpt", "language": "TypeScript", "metric_key": "stars", "metric_label": "1,501 stars", "metric_value": 1501, "rank": 24, "repository_id": "xiaoduoya-codex-with-chatgpt" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Open-source MCP server for comparing products and asking the buyer before purchase.", "context_summary": "Open-source MCP server for comparing products and asking the buyer before purchase.", "full_name": "cinderline/northcinder", "github_url": "https://github.com/cinderline/northcinder", "language": "JavaScript", "metric_key": "stars", "metric_label": "1,206 stars", "metric_value": 1206, "rank": 25, "repository_id": "cinderline-northcinder" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Connect any MCP-compatible AI assistant and control x64dbg programmatically: set breakpoints, step through code, read memory, dump registers, and more. Built with Zig \u2014 zero dependencies, single-binary output, cros", "context_summary": "x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Connect any\u2026", "full_name": "duty1g/x64dbg-mcp-server", "github_url": "https://github.com/duty1g/x64dbg-mcp-server", "language": "Zig", "metric_key": "stars", "metric_label": "903 stars", "metric_value": 903, "rank": 26, "repository_id": "duty1g-x64dbg-mcp-server" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Provider-neutral Agent Skill for Codex, Claude Code, and agentic harness design.", "context_summary": "Provider-neutral Agent Skill for Codex, Claude Code, and agentic harness design.", "full_name": "DenisSergeevitch/agents-best-practices", "github_url": "https://github.com/DenisSergeevitch/agents-best-practices", "language": "Unknown", "metric_key": "stars", "metric_label": "757 stars", "metric_value": 757, "rank": 27, "repository_id": "denissergeevitch-agents-best-practices" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "An agent organization for Claude Code, structured as a company \u2014 15+ departments, 125+ skills, each independently installable.", "context_summary": "An agent organization for Claude Code, structured as a company \u2014 15+ departments, 125+ skills, each independently installable.", "full_name": "cbrock84/headcount", "github_url": "https://github.com/cbrock84/headcount", "language": "Markdown", "metric_key": "stars", "metric_label": "739 stars", "metric_value": 739, "rank": 28, "repository_id": "cbrock84-headcount" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Eleven autonomous AI agents open live football prop markets on X Layer \u2014 custom Uniswap v4 hook, gasless USDT0 staking.", "context_summary": "Eleven autonomous AI agents open live football prop markets on X Layer \u2014 custom Uniswap v4 hook, gasless USDT0 staking.", "full_name": "winsznx/theeleven", "github_url": "https://github.com/winsznx/theeleven", "language": "TypeScript", "metric_key": "stars", "metric_label": "702 stars", "metric_value": 702, "rank": 29, "repository_id": "winsznx-theeleven" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Use ChatGPT Developer Mode as a local coding agent for your repo through MCP.", "context_summary": "Use ChatGPT Developer Mode as a local coding agent for your repo through MCP.", "full_name": "rebel0789/codexpro", "github_url": "https://github.com/rebel0789/codexpro", "language": "JavaScript", "metric_key": "stars", "metric_label": "639 stars", "metric_value": 639, "rank": 30, "repository_id": "rebel0789-codexpro" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "\ud83d\ude80 ZeroClaw Subagents 2026: AI Orchestration with Claude Code Router & MCP", "context_summary": "\ud83d\ude80 ZeroClaw Subagents 2026: AI Orchestration with Claude Code Router & MCP", "full_name": "muhammadqasimkalhoro94-blip/claude-zeroclaw-agentics", "github_url": "https://github.com/muhammadqasimkalhoro94-blip/claude-zeroclaw-agentics", "language": "Unknown", "metric_key": "stars", "metric_label": "421 stars", "metric_value": 421, "rank": 31, "repository_id": "muhammadqasimkalhoro94-blip-claude-zeroclaw-agentics" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Your agents already solved this. deja finds it \u2014 retroactive search and MCP recall over the session logs your coding agents already wrote. Cross-agent, SSH-portable, one zero-dep binary, fully local.", "context_summary": "Your agents already solved this. deja finds it \u2014 retroactive search and MCP recall over the session logs your coding agents already wrote. Cross-agent\u2026", "full_name": "vshulcz/deja-vu", "github_url": "https://github.com/vshulcz/deja-vu", "language": "Go", "metric_key": "stars", "metric_label": "387 stars", "metric_value": 387, "rank": 32, "repository_id": "vshulcz-deja-vu" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "MCP server for AI agents that need a phone number: order a private number in any country, read the SMS verification code, hand it back.", "context_summary": "MCP server for AI agents that need a phone number: order a private number in any country, read the SMS verification code, hand it back.", "full_name": "sv-number/mcp-server", "github_url": "https://github.com/sv-number/mcp-server", "language": "JavaScript", "metric_key": "stars", "metric_label": "381 stars", "metric_value": 381, "rank": 33, "repository_id": "sv-number-mcp-server" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300\u00b5s in-memory BM25 search, embedded MCP server, and progressive disclosure. Slashes token bloat by 80% with zero external databases or dependencies. Built in pure Go.", "context_summary": "Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300\u00b5s in-memory BM25 search, embedded MCP server, and progressive\u2026", "full_name": "okf-memory/okf-agent-memory", "github_url": "https://github.com/okf-memory/okf-agent-memory", "language": "Go", "metric_key": "stars", "metric_label": "377 stars", "metric_value": 377, "rank": 34, "repository_id": "okf-memory-okf-agent-memory" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Website specification \u2014 HTML, accessibility, security, SEO, agent-readiness. Platform-agnostic, sourced, MIT.", "context_summary": "Website specification \u2014 HTML, accessibility, security, SEO, agent-readiness. Platform-agnostic, sourced, MIT.", "full_name": "jdevalk/specification.website", "github_url": "https://github.com/jdevalk/specification.website", "language": "TypeScript", "metric_key": "stars", "metric_label": "342 stars", "metric_value": 342, "rank": 35, "repository_id": "jdevalk-specification-website" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "gemini antigravity 2.0 cli google terminal ai agent tool agy migration guide mcp server plugin slash commands gemini 3.5 flash coding agent tool free", "context_summary": "gemini antigravity 2.0 cli google terminal ai agent tool agy migration guide mcp server plugin slash commands gemini 3.5 flash coding agent tool free", "full_name": "testerlingcodo/gemini-antigravity-cli", "github_url": "https://github.com/testerlingcodo/gemini-antigravity-cli", "language": "TypeScript", "metric_key": "stars", "metric_label": "312 stars", "metric_value": 312, "rank": 36, "repository_id": "testerlingcodo-gemini-antigravity-cli" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "UNIGIT public brand and ecosystem hub \u2014 AI should work for everyone.", "context_summary": "UNIGIT public brand and ecosystem hub \u2014 AI should work for everyone.", "full_name": "adtexterry-lgtm/unigit-ecosystem", "github_url": "https://github.com/adtexterry-lgtm/unigit-ecosystem", "language": "JavaScript", "metric_key": "stars", "metric_label": "305 stars", "metric_value": 305, "rank": 37, "repository_id": "adtexterry-lgtm-unigit-ecosystem" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Official docs for PolyMomentum \u2014 Polymarket CLOB V2 integration, trading strategies, bot architecture, and OpenClaw/MCP AI workflows.", "context_summary": "Official docs for PolyMomentum \u2014 Polymarket CLOB V2 integration, trading strategies, bot architecture, and OpenClaw/MCP AI workflows.", "full_name": "PolyMomentum-Labs/.github", "github_url": "https://github.com/PolyMomentum-Labs/.github", "language": "Unknown", "metric_key": "stars", "metric_label": "287 stars", "metric_value": 287, "rank": 38, "repository_id": "polymomentum-labs-github" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "\u5e2e\u4f60\u7684 Claude Science \u4e00\u952e\u63a5\u5165\u4f60\u81ea\u5df1\u7684 API\uff1aDeepSeek / \u901a\u4e49\u5343\u95ee / \u667a\u8c31 GLM / Kimi / MiniMax / \u5c0f\u7c73 MiMo / \u7845\u57fa\u6d41\u52a8 / OpenRouter / \u4efb\u610f OpenAI\u00b7Anthropic \u517c\u5bb9\u7aef\u70b9", "context_summary": "\u5e2e\u4f60\u7684 Claude Science \u4e00\u952e\u63a5\u5165\u4f60\u81ea\u5df1\u7684 API\uff1aDeepSeek / \u901a\u4e49\u5343\u95ee / \u667a\u8c31 GLM / Kimi / MiniMax / \u5c0f\u7c73 MiMo / \u7845\u57fa\u6d41\u52a8 / OpenRouter / \u4efb\u610f OpenAI\u00b7Anthropic \u517c\u5bb9\u7aef\u70b9", "full_name": "SuperJJ007/CSSwitch", "github_url": "https://github.com/SuperJJ007/CSSwitch", "language": "Rust", "metric_key": "stars", "metric_label": "263 stars", "metric_value": 263, "rank": 39, "repository_id": "superjj007-csswitch" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "algorithmic trading curated list quant finance trading bots backtesting technical analysis crypto open-source freqtrade hummingbot fintech Python TypeScript resources MCP quantopian-style rankings", "context_summary": "algorithmic trading curated list quant finance trading bots backtesting technical analysis crypto open-source freqtrade hummingbot fintech Python TypeScript\u2026", "full_name": "PlaceNL2026/best-of-algorithmic-trading", "github_url": "https://github.com/PlaceNL2026/best-of-algorithmic-trading", "language": "TypeScript", "metric_key": "stars", "metric_label": "246 stars", "metric_value": 246, "rank": 40, "repository_id": "placenl2026-best-of-algorithmic-trading" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "36\u7ae0AI Agent\u5168\u6808\u8bfe\u7a0b\uff1a\u4eceReAct\u5faa\u73af\u5230Claude Code\u9006\u5411\u3001MCP/A2A\u534f\u8bae\u3001RAG\u3001DSPy\u3001\u751f\u4ea7\u53ef\u89c2\u6d4b\u6027\u2014\u2014\u5168\u90e8\u4e3a\u53ef\u8fd0\u884cPython\u6587\u4ef6\uff0c\u9762\u8bd5\u5bfc\u5411\u3002", "context_summary": "36\u7ae0AI Agent\u5168\u6808\u8bfe\u7a0b\uff1a\u4eceReAct\u5faa\u73af\u5230Claude Code\u9006\u5411\u3001MCP/A2A\u534f\u8bae\u3001RAG\u3001DSPy\u3001\u751f\u4ea7\u53ef\u89c2\u6d4b\u6027\u2014\u2014\u5168\u90e8\u4e3a\u53ef\u8fd0\u884cPython\u6587\u4ef6\uff0c\u9762\u8bd5\u5bfc\u5411\u3002", "full_name": "Callous-0923/agent-study", "github_url": "https://github.com/Callous-0923/agent-study", "language": "HTML", "metric_key": "stars", "metric_label": "245 stars", "metric_value": 245, "rank": 41, "repository_id": "callous-0923-agent-study" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "A local-first, open-source coding agent for your desktop. Bring your own LLM key; your code stays on your machine and only ever leaves to the model provider. The AI Agent builds its own Harnes.", "context_summary": "A local-first, open-source coding agent for your desktop. Bring your own LLM key; your code stays on your machine and only ever leaves to the model provider\u2026", "full_name": "eli-labz/Godcoder", "github_url": "https://github.com/eli-labz/Godcoder", "language": "Rust", "metric_key": "stars", "metric_label": "245 stars", "metric_value": 245, "rank": 42, "repository_id": "eli-labz-godcoder" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Native macOS orchestrator for coding agents \u2014 run Claude Code, Codex, Cursor, Gemini and shells in parallel across git worktrees and remote hosts", "context_summary": "Native macOS orchestrator for coding agents \u2014 run Claude Code, Codex, Cursor, Gemini and shells in parallel across git worktrees and remote hosts", "full_name": "cristicretu/diri", "github_url": "https://github.com/cristicretu/diri", "language": "Rust", "metric_key": "stars", "metric_label": "236 stars", "metric_value": 236, "rank": 43, "repository_id": "cristicretu-diri" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "okx trading bot okx agent mcp cli cryptocurrency okx api automated trading typescript okx trading bot model context protocol cursor ai trading crypto spot futures okx trading bot npm pnpm okx mcp open source quant defi cex okx trading bot algorithmic trading crypto bot okx trading bot okx api mcp okx trading bot crypto mcp", "context_summary": "okx trading bot okx agent mcp cli cryptocurrency okx api automated trading typescript okx trading bot model context protocol cursor ai trading crypto spot\u2026", "full_name": "dex-original/okx-agent-trade-kit", "github_url": "https://github.com/dex-original/okx-agent-trade-kit", "language": "TypeScript", "metric_key": "stars", "metric_label": "230 stars", "metric_value": 230, "rank": 44, "repository_id": "dex-original-okx-agent-trade-kit" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Durable MCP control plane for long-running Codex Desktop tasks", "context_summary": "Durable MCP control plane for long-running Codex Desktop tasks", "full_name": "aresyn/codex-control-plane-mcp", "github_url": "https://github.com/aresyn/codex-control-plane-mcp", "language": "Python", "metric_key": "stars", "metric_label": "221 stars", "metric_value": 221, "rank": 45, "repository_id": "aresyn-codex-control-plane-mcp" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "DeepSeek Harness (DSH) plugin: a live iOS Simulator \u2014 and a USB-connected iPhone \u2014 inside the conversation. 22 agent tools for booting, building, driving the UI by accessibility identity, OCR text or list rows, plus a streaming sidebar panel you can tap and drag on.", "context_summary": "DeepSeek Harness (DSH) plugin: a live iOS Simulator \u2014 and a USB-connected iPhone \u2014 inside the conversation. 22 agent tools for booting, building, driving the\u2026", "full_name": "ZSeven-W/dsh-ios", "github_url": "https://github.com/ZSeven-W/dsh-ios", "language": "TypeScript", "metric_key": "stars", "metric_label": "221 stars", "metric_value": 221, "rank": 46, "repository_id": "zseven-w-dsh-ios" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "A Datalog engine for LLM agent memory: stratified rules, provenance-tracked facts, incremental derivation, and an MCP server that lets your harness use it as a shared brain.", "context_summary": "A Datalog engine for LLM agent memory: stratified rules, provenance-tracked facts, incremental derivation, and an MCP server that lets your harness use it as\u2026", "full_name": "JordyZomer/lemmalog", "github_url": "https://github.com/JordyZomer/lemmalog", "language": "Rust", "metric_key": "stars", "metric_label": "211 stars", "metric_value": 211, "rank": 47, "repository_id": "jordyzomer-lemmalog" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Open-source, multi-platform harness for AI agents \u2014 a native, multi-threaded operator's console (JVM, not Electron) to run Claude Code, Codex, Gemini or OpenCode with a real browser, terminal, editor, secrets & 100+ MCP tools. Built for enterprises, science & research.", "context_summary": "Open-source, multi-platform harness for AI agents \u2014 a native, multi-threaded operator's console (JVM, not Electron) to run Claude Code, Codex, Gemini or\u2026", "full_name": "risa-labs-inc/BossConsole", "github_url": "https://github.com/risa-labs-inc/BossConsole", "language": "Kotlin", "metric_key": "stars", "metric_label": "199 stars", "metric_value": 199, "rank": 48, "repository_id": "risa-labs-inc-bossconsole" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Yolfi Agent Kit SDK, CLI, and MCP server for AI coding agents.", "context_summary": "Yolfi Agent Kit SDK, CLI, and MCP server for AI coding agents.", "full_name": "yolfinance/yolfi-agent", "github_url": "https://github.com/yolfinance/yolfi-agent", "language": "JavaScript", "metric_key": "stars", "metric_label": "180 stars", "metric_value": 180, "rank": 49, "repository_id": "yolfinance-yolfi-agent" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "runs anywhere. uses anything", "context_summary": "runs anywhere. uses anything", "full_name": "0xwilliamortiz/openclaude-improved", "github_url": "https://github.com/0xwilliamortiz/openclaude-improved", "language": "TypeScript", "metric_key": "stars", "metric_label": "175 stars", "metric_value": 175, "rank": 50, "repository_id": "0xwilliamortiz-openclaude-improved" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Open-source CMA-compatible agent runtime. Run multi-agent systems locally with any model (Ollama/vLLM/Claude/GPT), MCP tools, scenario templates, and a beautiful dashboard. One command start. Built for enterprise teams.", "context_summary": "Open-source CMA-compatible agent runtime. Run multi-agent systems locally with any model (Ollama/vLLM/Claude/GPT), MCP tools, scenario templates, and a\u2026", "full_name": "sandbaseai/managed-agents", "github_url": "https://github.com/sandbaseai/managed-agents", "language": "TypeScript", "metric_key": "stars", "metric_label": "172 stars", "metric_value": 172, "rank": 51, "repository_id": "sandbaseai-managed-agents" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "AI-assisted trading desk for short-term technical analysis on stocks & ETFs via Robinhood MCP. Deterministic Python engines score each asset on a three-pillar framework (Trend \u00b7 Momentum \u00b7 Macro-Sentiment) using EMA, RSI, MACD, TRIX & Bollinger Bands. The AI fetches data; the scripts compute; the human approves every order.", "context_summary": "AI-assisted trading desk for short-term technical analysis on stocks & ETFs via Robinhood MCP. Deterministic Python engines score each asset on a\u2026", "full_name": "Oft3r/agentic-trading-desk", "github_url": "https://github.com/Oft3r/agentic-trading-desk", "language": "Python", "metric_key": "stars", "metric_label": "169 stars", "metric_value": 169, "rank": 52, "repository_id": "oft3r-agentic-trading-desk" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Turn any video into a Mixamo-rig animation - GVHMR estimator, spec-driven retarget, FK apply in Blender via MCP. Works with any Mixamo character; built to be operated end-to-end by an AI agent.", "context_summary": "Turn any video into a Mixamo-rig animation - GVHMR estimator, spec-driven retarget, FK apply in Blender via MCP. Works with any Mixamo character; built to be\u2026", "full_name": "squall01337/mixamo-llm-mocap", "github_url": "https://github.com/squall01337/mixamo-llm-mocap", "language": "Python", "metric_key": "stars", "metric_label": "168 stars", "metric_value": 168, "rank": 53, "repository_id": "squall01337-mixamo-llm-mocap" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "The open-source alternative to Paper.design. A multiplayer design canvas where humans and AI agents design together, live. MCP built in.", "context_summary": "The open-source alternative to Paper.design. A multiplayer design canvas where humans and AI agents design together, live. MCP built in.", "full_name": "kgoedecke/doop", "github_url": "https://github.com/kgoedecke/doop", "language": "TypeScript", "metric_key": "stars", "metric_label": "165 stars", "metric_value": 165, "rank": 54, "repository_id": "kgoedecke-doop" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Open Science \u2014 an open AI workbench for scientists. Open-source alternative to Claude Science: local-first, model-agnostic, reproducible AI research desktop (macOS & Windows), built on Tauri + MCP + agent skills.", "context_summary": "Open Science \u2014 an open AI workbench for scientists. Open-source alternative to Claude Science: local-first, model-agnostic, reproducible AI research desktop\u2026", "full_name": "ai4s-research/open-science", "github_url": "https://github.com/ai4s-research/open-science", "language": "TypeScript", "metric_key": "stars", "metric_label": "157 stars", "metric_value": 157, "rank": 55, "repository_id": "ai4s-research-open-science" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Local multi-account Grok gateway for Codex (API + MCP). \u672c\u5730\u591a\u8d26\u53f7 Grok \u7f51\u5173\uff0c\u9762\u5411 Codex\u3002", "context_summary": "Local multi-account Grok gateway for Codex (API + MCP). \u672c\u5730\u591a\u8d26\u53f7 Grok \u7f51\u5173\uff0c\u9762\u5411 Codex\u3002", "full_name": "RongleCat/grok-go", "github_url": "https://github.com/RongleCat/grok-go", "language": "Rust", "metric_key": "stars", "metric_label": "138 stars", "metric_value": 138, "rank": 56, "repository_id": "ronglecat-grok-go" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Tradingview MCP server for controlling Tradingview Desktop from Claude Code via Chrome DevTools Protocol", "context_summary": "Tradingview MCP server for controlling Tradingview Desktop from Claude Code via Chrome DevTools Protocol", "full_name": "pueschel88/Tradingview-MCP", "github_url": "https://github.com/pueschel88/Tradingview-MCP", "language": "TypeScript", "metric_key": "stars", "metric_label": "133 stars", "metric_value": 133, "rank": 57, "repository_id": "pueschel88-tradingview-mcp" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "MCPX \u662f\u8fd0\u884c\u5728\u5f00\u53d1\u73af\u5883\u4e2d\u7684 MCP Runtime\uff08\u7f51\u5173\uff09\u3002ChatGPT\u3001Claude\u3001Cursor\u3001Grok \u53ca\u5176\u4ed6\u652f\u6301 Streamable HTTP \u7684 MCP \u5ba2\u6237\u7aef\uff0c\u53ef\u4ee5\u901a\u8fc7\u7edf\u4e00\u5de5\u5177\u9762\u7406\u89e3\u9879\u76ee\u3001\u67e5\u770b Unified Diff\u3001\u4fee\u6539\u6e90\u7801\u3001\u8fd0\u884c\u4efb\u52a1\u3001\u91c7\u96c6\u73af\u5883\u4fe1\u606f\uff0c\u5e76\u8c03\u7528\u672c\u5730 MCP \u4e0e Skill\u3002", "context_summary": "MCPX \u662f\u8fd0\u884c\u5728\u5f00\u53d1\u73af\u5883\u4e2d\u7684 MCP Runtime\uff08\u7f51\u5173\uff09\u3002ChatGPT\u3001Claude\u3001Cursor\u3001Grok \u53ca\u5176\u4ed6\u652f\u6301 Streamable HTTP \u7684 MCP \u5ba2\u6237\u7aef\uff0c\u53ef\u4ee5\u901a\u8fc7\u7edf\u4e00\u5de5\u5177\u9762\u7406\u89e3\u9879\u76ee\u3001\u67e5\u770b Unified Diff\u3001\u4fee\u6539\u6e90\u7801\u3001\u8fd0\u884c\u4efb\u52a1\u3001\u91c7\u96c6\u73af\u5883\u4fe1\u606f\uff0c\u5e76\u8c03\u7528\u672c\u5730 MCP \u4e0e Skill\u3002", "full_name": "opentokenz/mcpx", "github_url": "https://github.com/opentokenz/mcpx", "language": "Go", "metric_key": "stars", "metric_label": "132 stars", "metric_value": 132, "rank": 58, "repository_id": "opentokenz-mcpx" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Offensive knowledge, offline. One search box for every playbook.", "context_summary": "Offensive knowledge, offline. One search box for every playbook.", "full_name": "PentHertz/grimoire", "github_url": "https://github.com/PentHertz/grimoire", "language": "Python", "metric_key": "stars", "metric_label": "132 stars", "metric_value": 132, "rank": 59, "repository_id": "penthertz-grimoire" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Kit for AI developer hub \u2014 official SDK, Claude Code plugin, MCP setup, and llms.txt.", "context_summary": "Kit for AI developer hub \u2014 official SDK, Claude Code plugin, MCP setup, and llms.txt.", "full_name": "kitforai/kitforai", "github_url": "https://github.com/kitforai/kitforai", "language": "TypeScript", "metric_key": "stars", "metric_label": "131 stars", "metric_value": 131, "rank": 60, "repository_id": "kitforai-kitforai" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Open-source deep research engine that builds structured knowledge graphs. MCP-native. avg 0.82+ quality.", "context_summary": "Open-source deep research engine that builds structured knowledge graphs. MCP-native. avg 0.82+ quality.", "full_name": "qa10devteam/behive", "github_url": "https://github.com/qa10devteam/behive", "language": "Python", "metric_key": "stars", "metric_label": "127 stars", "metric_value": 127, "rank": 61, "repository_id": "qa10devteam-behive" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "OKX trading MCP CLI cryptocurrency spot futures swap AI agent Model Context Protocol Cursor Claude npm automated trading crypto API toolkit TypeScript open-source DeFi CEX", "context_summary": "OKX trading MCP CLI cryptocurrency spot futures swap AI agent Model Context Protocol Cursor Claude npm automated trading crypto API toolkit TypeScript\u2026", "full_name": "PlaceNL2026/okx-agent-trade-kit", "github_url": "https://github.com/PlaceNL2026/okx-agent-trade-kit", "language": "TypeScript", "metric_key": "stars", "metric_label": "126 stars", "metric_value": 126, "rank": 62, "repository_id": "placenl2026-okx-agent-trade-kit" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Official SDK, Claude Code plugin and facilitator docs for r0x, the x402 facilitator for Robinhood Chain.", "context_summary": "Official SDK, Claude Code plugin and facilitator docs for r0x, the x402 facilitator for Robinhood Chain.", "full_name": "nhevers/project-r0x", "github_url": "https://github.com/nhevers/project-r0x", "language": "TypeScript", "metric_key": "stars", "metric_label": "124 stars", "metric_value": 124, "rank": 63, "repository_id": "nhevers-project-r0x" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "GojiberryAI Sales OS: a full AI outbound team for Grok Bot, powered by the GojiberryAI MCP.", "context_summary": "GojiberryAI Sales OS: a full AI outbound team for Grok Bot, powered by the GojiberryAI MCP.", "full_name": "romangojiberryAI/gojiberryai-sales-os", "github_url": "https://github.com/romangojiberryAI/gojiberryai-sales-os", "language": "Unknown", "metric_key": "stars", "metric_label": "123 stars", "metric_value": 123, "rank": 64, "repository_id": "romangojiberryai-gojiberryai-sales-os" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Every public API in one place \u2014 aggregated, deduped, and auto-checked for reachability. Refreshed daily. npm + Claude plugin + live search.", "context_summary": "Every public API in one place \u2014 aggregated, deduped, and auto-checked for reachability. Refreshed daily. npm + Claude plugin + live search.", "full_name": "Manavarya09/public-apis-live", "github_url": "https://github.com/Manavarya09/public-apis-live", "language": "TypeScript", "metric_key": "stars", "metric_label": "118 stars", "metric_value": 118, "rank": 65, "repository_id": "manavarya09-public-apis-live" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Free Claude Code Api desktop \u2014 claude ai free cli anthropic ai claude pro coding claude fable free agent terminal claude fable 5 assistant open source git integration mcp server free api key setup guide config", "context_summary": "Free Claude Code Api desktop \u2014 claude ai free cli anthropic ai claude pro coding claude fable free agent terminal claude fable 5 assistant open source git\u2026", "full_name": "claude-code-ai-anthropic/free-claude-code-ai-desktop-app", "github_url": "https://github.com/claude-code-ai-anthropic/free-claude-code-ai-desktop-app", "language": "TypeScript", "metric_key": "stars", "metric_label": "113 stars", "metric_value": 113, "rank": 66, "repository_id": "claude-code-ai-anthropic-free-claude-code-ai-desktop-app" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "A durable single-Agent Harness for TypeScript with recoverable Threads, explicit side-effect boundaries, and a native terminal UI.", "context_summary": "A durable single-Agent Harness for TypeScript with recoverable Threads, explicit side-effect boundaries, and a native terminal UI.", "full_name": "joe960913/Jixu", "github_url": "https://github.com/joe960913/Jixu", "language": "TypeScript", "metric_key": "stars", "metric_label": "113 stars", "metric_value": 113, "rank": 67, "repository_id": "joe960913-jixu" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Bridge between QQ (SnowLuma OneBot v11) and DeepSeek Harness agents: social simulation, safe MCP tools, slang learning and more.", "context_summary": "Bridge between QQ (SnowLuma OneBot v11) and DeepSeek Harness agents: social simulation, safe MCP tools, slang learning and more.", "full_name": "Derpyu520/qq-bridge", "github_url": "https://github.com/Derpyu520/qq-bridge", "language": "JavaScript", "metric_key": "stars", "metric_label": "112 stars", "metric_value": 112, "rank": 68, "repository_id": "derpyu520-qq-bridge" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Assistant vocal local en francais : Claude ou Ollama (offline), domotique Hue, OBS, agenda, navigateur, appels Twilio, serveur MCP. Python.", "context_summary": "Assistant vocal local en francais : Claude ou Ollama (offline), domotique Hue, OBS, agenda, navigateur, appels Twilio, serveur MCP. Python.", "full_name": "sosoj92/jarvis-assistant-vocal", "github_url": "https://github.com/sosoj92/jarvis-assistant-vocal", "language": "Python", "metric_key": "stars", "metric_label": "110 stars", "metric_value": 110, "rank": 69, "repository_id": "sosoj92-jarvis-assistant-vocal" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "\u7ed9 AI Coding Agent\uff08Claude Code / Cursor / Codex / Gemini CLI\uff09\u7528\u7684 **\u6280\u80fd\u7248 npm** \u2014\u2014 \u672c\u5730\u4f18\u5148\u3001\u6a21\u578b\u65e0\u5173\u3001MCP \u539f\u751f\u3002", "context_summary": "\u7ed9 AI Coding Agent\uff08Claude Code / Cursor / Codex / Gemini CLI\uff09\u7528\u7684 **\u6280\u80fd\u7248 npm** \u2014\u2014 \u672c\u5730\u4f18\u5148\u3001\u6a21\u578b\u65e0\u5173\u3001MCP \u539f\u751f\u3002", "full_name": "HaddenHunter/SkillForge", "github_url": "https://github.com/HaddenHunter/SkillForge", "language": "Unknown", "metric_key": "stars", "metric_label": "105 stars", "metric_value": 105, "rank": 70, "repository_id": "haddenhunter-skillforge" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "An unofficial, categorized directory of 118 CoreClaw Worker APIs for web scraping, automation, lead generation, e-commerce, social data, and more.", "context_summary": "An unofficial, categorized directory of 118 CoreClaw Worker APIs for web scraping, automation, lead generation, e-commerce, social data, and more.", "full_name": "cporter202/coreclaw-api-directory", "github_url": "https://github.com/cporter202/coreclaw-api-directory", "language": "Python", "metric_key": "stars", "metric_label": "104 stars", "metric_value": 104, "rank": 71, "repository_id": "cporter202-coreclaw-api-directory" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Rust-native MCP server for Office document processing (Excel, Word, PowerPoint). Sub-millisecond, local-first, open source.", "context_summary": "Rust-native MCP server for Office document processing (Excel, Word, PowerPoint). Sub-millisecond, local-first, open source.", "full_name": "Aimino-Tech/opendocswork-mcp", "github_url": "https://github.com/Aimino-Tech/opendocswork-mcp", "language": "Rust", "metric_key": "stars", "metric_label": "102 stars", "metric_value": 102, "rank": 72, "repository_id": "aimino-tech-opendocswork-mcp" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "On-demand Linux computers you can hand to an AI \u2014 real Firecracker microVMs with a browser, terminal, coding agents, and an AI that drives them.", "context_summary": "On-demand Linux computers you can hand to an AI \u2014 real Firecracker microVMs with a browser, terminal, coding agents, and an AI that drives them.", "full_name": "michaelshimeles/boring-computers", "github_url": "https://github.com/michaelshimeles/boring-computers", "language": "Go", "metric_key": "stars", "metric_label": "93 stars", "metric_value": 93, "rank": 73, "repository_id": "michaelshimeles-boring-computers" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "\ud83d\udee0\ufe0f The meta-harness for AI agents \u2014 scaffold your own focused, branded agent harness with its own npx CLI, MCP server, memory, learning loop, and witness-signed releases. Works with Claude Code, Codex, pi.dev, Hermes, OpenClaw, and RVM (hardware-isolated sandbox).", "context_summary": "\ud83d\udee0\ufe0f The meta-harness for AI agents \u2014 scaffold your own focused, branded agent harness with its own npx CLI, MCP server, memory, learning loop, and\u2026", "full_name": "ruvnet/agent-harness-generator", "github_url": "https://github.com/ruvnet/agent-harness-generator", "language": "TypeScript", "metric_key": "stars", "metric_label": "93 stars", "metric_value": 93, "rank": 74, "repository_id": "ruvnet-agent-harness-generator" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Finance MCP app designed to manage personal finances for goal tracking, expense management, and financial insights in a clean and user-friendly interface.", "context_summary": "Finance MCP app designed to manage personal finances for goal tracking, expense management, and financial insights in a clean and user-friendly interface.", "full_name": "dabberman456/finance-mcp-app", "github_url": "https://github.com/dabberman456/finance-mcp-app", "language": "TypeScript", "metric_key": "stars", "metric_label": "91 stars", "metric_value": 91, "rank": 75, "repository_id": "dabberman456-finance-mcp-app" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Stock Trade MCP server in Tiingo with stock prices, news, forex, and fundamentals programmatically via the MCP", "context_summary": "Stock Trade MCP server in Tiingo with stock prices, news, forex, and fundamentals programmatically via the MCP", "full_name": "JesusRS1/stock-trade-finance-api", "github_url": "https://github.com/JesusRS1/stock-trade-finance-api", "language": "TypeScript", "metric_key": "stars", "metric_label": "91 stars", "metric_value": 91, "rank": 76, "repository_id": "jesusrs1-stock-trade-finance-api" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Fast, context-efficient repository tools for AI agents (MCP)", "context_summary": "Fast, context-efficient repository tools for AI agents (MCP)", "full_name": "yc-duan/fastctx", "github_url": "https://github.com/yc-duan/fastctx", "language": "Rust", "metric_key": "stars", "metric_label": "90 stars", "metric_value": 90, "rank": 77, "repository_id": "yc-duan-fastctx" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Turn arXiv and LaTeX mathematical papers into theorem dependency graphs for AI agents through MCP.", "context_summary": "Turn arXiv and LaTeX mathematical papers into theorem dependency graphs for AI agents through MCP.", "full_name": "lotchuazzz-crypto/papergraph-mcp", "github_url": "https://github.com/lotchuazzz-crypto/papergraph-mcp", "language": "Python", "metric_key": "stars", "metric_label": "89 stars", "metric_value": 89, "rank": 78, "repository_id": "lotchuazzz-crypto-papergraph-mcp" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Editable scientific figures in PowerPoint and draw.io via Codex/MCP with Designer-Drawer-Reviewer-Corrector quality gates.", "context_summary": "Editable scientific figures in PowerPoint and draw.io via Codex/MCP with Designer-Drawer-Reviewer-Corrector quality gates.", "full_name": "icebird1998/scientific-illustrator", "github_url": "https://github.com/icebird1998/scientific-illustrator", "language": "JavaScript", "metric_key": "stars", "metric_label": "87 stars", "metric_value": 87, "rank": 79, "repository_id": "icebird1998-scientific-illustrator" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Finance data and heatmap images for AI Agents Hermes OpenClaw", "context_summary": "Finance data and heatmap images for AI Agents Hermes OpenClaw", "full_name": "marketcaper/mcp", "github_url": "https://github.com/marketcaper/mcp", "language": "Unknown", "metric_key": "stars", "metric_label": "87 stars", "metric_value": 87, "rank": 80, "repository_id": "marketcaper-mcp" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "A curated list of MCP servers for SEO. Search Console, keywords, backlinks, crawling, SERPs and AI search visibility, verified with install details and auth requirements.", "context_summary": "A curated list of MCP servers for SEO. Search Console, keywords, backlinks, crawling, SERPs and AI search visibility, verified with install details and auth\u2026", "full_name": "RankSpotAI/awesome-seo-mcp", "github_url": "https://github.com/RankSpotAI/awesome-seo-mcp", "language": "Python", "metric_key": "stars", "metric_label": "85 stars", "metric_value": 85, "rank": 81, "repository_id": "rankspotai-awesome-seo-mcp" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "MCP server for Substack posts (FastMCP + substack-api-client)", "context_summary": "MCP server for Substack posts (FastMCP + substack-api-client)", "full_name": "alxgntv/substack-api-mcp", "github_url": "https://github.com/alxgntv/substack-api-mcp", "language": "Python", "metric_key": "stars", "metric_label": "80 stars", "metric_value": 80, "rank": 82, "repository_id": "alxgntv-substack-api-mcp" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "The spreadsheet framework built for agents \u2014 write the model as React, export a live .xlsx. The third medium, after open-slide and open-doc.", "context_summary": "The spreadsheet framework built for agents \u2014 write the model as React, export a live .xlsx. The third medium, after open-slide and open-doc.", "full_name": "lianghsun/open-sheet", "github_url": "https://github.com/lianghsun/open-sheet", "language": "TypeScript", "metric_key": "stars", "metric_label": "80 stars", "metric_value": 80, "rank": 83, "repository_id": "lianghsun-open-sheet" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Palmier Pro AI video editor macOS windows timeline multitrack NLE footage model context protocol MCP server agent Claude Cursor Swift SwiftUI AVFoundation storyboard audio prores metal automation rendering fx", "context_summary": "Palmier Pro AI video editor macOS windows timeline multitrack NLE footage model context protocol MCP server agent Claude Cursor Swift SwiftUI AVFoundation\u2026", "full_name": "dikurdikur/palmier-pro-windows", "github_url": "https://github.com/dikurdikur/palmier-pro-windows", "language": "C#", "metric_key": "stars", "metric_label": "79 stars", "metric_value": 79, "rank": 84, "repository_id": "dikurdikur-palmier-pro-windows" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "\ud83d\udd25 \u8ba9 AI \u76f4\u63a5\u64cd\u5200\u4f60\u7684\u6570\u636e\u5e93\uff01\u65e0\u72b6\u6001 MCP \u6570\u636e\u5e93\u670d\u52a1\uff0c\u652f\u6301 MySQL / PostgreSQL / SQLite / SQL Server / Oracle / H2\uff0c\u8fde\u63a5\u53c2\u6570\u5373\u4f20\u5373\u7528\uff0c\u96f6\u6301\u4e45\u5316\u96f6\u914d\u7f6e\u3002", "context_summary": "\ud83d\udd25 \u8ba9 AI \u76f4\u63a5\u64cd\u5200\u4f60\u7684\u6570\u636e\u5e93\uff01\u65e0\u72b6\u6001 MCP \u6570\u636e\u5e93\u670d\u52a1\uff0c\u652f\u6301 MySQL / PostgreSQL / SQLite / SQL Server / Oracle / H2\uff0c\u8fde\u63a5\u53c2\u6570\u5373\u4f20\u5373\u7528\uff0c\u96f6\u6301\u4e45\u5316\u96f6\u914d\u7f6e\u3002", "full_name": "PerfectXM/mcp-db-server", "github_url": "https://github.com/PerfectXM/mcp-db-server", "language": "Java", "metric_key": "stars", "metric_label": "77 stars", "metric_value": 77, "rank": 85, "repository_id": "perfectxm-mcp-db-server" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Turn scattered notes, docs and transcripts into a queryable Markdown wiki \u2014 an LLM knowledge-base compiler with MCP access, no embeddings, self-hosted.", "context_summary": "Turn scattered notes, docs and transcripts into a queryable Markdown wiki \u2014 an LLM knowledge-base compiler with MCP access, no embeddings, self-hosted.", "full_name": "bybit-exchange/kaas", "github_url": "https://github.com/bybit-exchange/kaas", "language": "Python", "metric_key": "stars", "metric_label": "76 stars", "metric_value": 76, "rank": 86, "repository_id": "bybit-exchange-kaas" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Vibe-Research: Your Personal Trading Research Agent \u00b7 A\u80a1/\u7f8e\u80a1/\u6e2f\u80a1 \u7684\u4e2a\u4eba\u6295\u7814 Agent\uff1a\u6bcf\u65e5\u590d\u76d8\u3001\u8d44\u8baf\u96f7\u8fbe\u3001\u4e2a\u80a1\u6570\u636e\u3001\u677f\u5757\u4e2d\u5fc3\u3001\u6211\u7684\u6301\u4ed3\u3001\u7814\u7a76\u8bb0\u5f55\u3002Vibe-Research \u628a\u6570\u636e\u548c\u529f\u80fd\u914d\u9f50\uff0c\u7531\u4f60\u81ea\u5df1\u7684 AI \u9a71\u52a8\u6295\u8d44\u7814\u7a76\u3002", "context_summary": "Vibe-Research: Your Personal Trading Research Agent \u00b7 A\u80a1/\u7f8e\u80a1/\u6e2f\u80a1 \u7684\u4e2a\u4eba\u6295\u7814 Agent\uff1a\u6bcf\u65e5\u590d\u76d8\u3001\u8d44\u8baf\u96f7\u8fbe\u3001\u4e2a\u80a1\u6570\u636e\u3001\u677f\u5757\u4e2d\u5fc3\u3001\u6211\u7684\u6301\u4ed3\u3001\u7814\u7a76\u8bb0\u5f55\u3002Vibe-Research \u628a\u6570\u636e\u548c\u529f\u80fd\u914d\u9f50\uff0c\u7531\u4f60\u81ea\u5df1\u7684 AI \u9a71\u52a8\u6295\u8d44\u7814\u7a76\u3002", "full_name": "simonlin1212/Vibe-Research", "github_url": "https://github.com/simonlin1212/Vibe-Research", "language": "TypeScript", "metric_key": "stars", "metric_label": "76 stars", "metric_value": 76, "rank": 87, "repository_id": "simonlin1212-vibe-research" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Revenue-first website analytics installed and verified by AI agents through MCP", "context_summary": "Revenue-first website analytics installed and verified by AI agents through MCP", "full_name": "talivia-group/agent", "github_url": "https://github.com/talivia-group/agent", "language": "JavaScript", "metric_key": "stars", "metric_label": "71 stars", "metric_value": 71, "rank": 88, "repository_id": "talivia-group-agent" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Custom MCP \u0111\u1ec3 l\u00e0m vi\u1ec7c v\u1edbi d\u1ef1 \u00e1n tr\u00ean m\u00e1y t\u00ednh qua claude web, chatgpt web", "context_summary": "Custom MCP \u0111\u1ec3 l\u00e0m vi\u1ec7c v\u1edbi d\u1ef1 \u00e1n tr\u00ean m\u00e1y t\u00ednh qua claude web, chatgpt web", "full_name": "lacvietanh/aki-mcp-sv", "github_url": "https://github.com/lacvietanh/aki-mcp-sv", "language": "JavaScript", "metric_key": "stars", "metric_label": "70 stars", "metric_value": 70, "rank": 89, "repository_id": "lacvietanh-aki-mcp-sv" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Turn one spoken line into a paper-collage explainer video \u2014 Claude Code skill + MaxFusion MCP. English adaptation of gbro-collage-broll by pyang5166.", "context_summary": "Turn one spoken line into a paper-collage explainer video \u2014 Claude Code skill + MaxFusion MCP. English adaptation of gbro-collage-broll by pyang5166.", "full_name": "MegaTroll222/VOX-COLLAGE-BROLL", "github_url": "https://github.com/MegaTroll222/VOX-COLLAGE-BROLL", "language": "Unknown", "metric_key": "stars", "metric_label": "70 stars", "metric_value": 70, "rank": 90, "repository_id": "megatroll222-vox-collage-broll" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Catalogo curato dei server MCP (Model Context Protocol) italiani \u2014 dati pubblici, legal-tech, fatturazione, PA e altro.", "context_summary": "Catalogo curato dei server MCP (Model Context Protocol) italiani \u2014 dati pubblici, legal-tech, fatturazione, PA e altro.", "full_name": "bsab/italia-mcp-servers", "github_url": "https://github.com/bsab/italia-mcp-servers", "language": "Python", "metric_key": "stars", "metric_label": "69 stars", "metric_value": 69, "rank": 91, "repository_id": "bsab-italia-mcp-servers" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Huolala's in-house MCP service that automatically converts Figma designs into high-fidelity UI code.", "context_summary": "Huolala's in-house MCP service that automatically converts Figma designs into high-fidelity UI code.", "full_name": "HuolalaTech/huolala-figma-mcp", "github_url": "https://github.com/HuolalaTech/huolala-figma-mcp", "language": "Python", "metric_key": "stars", "metric_label": "68 stars", "metric_value": 68, "rank": 92, "repository_id": "huolalatech-huolala-figma-mcp" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Local Windows coding and computer-use bridge for ChatGPT over MCP, limited to folders and capabilities you approve.", "context_summary": "Local Windows coding and computer-use bridge for ChatGPT over MCP, limited to folders and capabilities you approve.", "full_name": "totec448-spec/chat-on-steroids", "github_url": "https://github.com/totec448-spec/chat-on-steroids", "language": "TypeScript", "metric_key": "stars", "metric_label": "67 stars", "metric_value": 67, "rank": 93, "repository_id": "totec448-spec-chat-on-steroids" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "TON MCP server for Claude, ChatGPT, Cursor, Codex and any MCP client \u2014 liteserver queries over native ADNL: balances, account state, transaction history, get-methods. Private & archive endpoints supported", "context_summary": "TON MCP server for Claude, ChatGPT, Cursor, Codex and any MCP client \u2014 liteserver queries over native ADNL: balances, account state, transaction history\u2026", "full_name": "tonnode/mcp", "github_url": "https://github.com/tonnode/mcp", "language": "TypeScript", "metric_key": "stars", "metric_label": "66 stars", "metric_value": 66, "rank": 94, "repository_id": "tonnode-mcp" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Agent guidance for building polished Three.js apps and games with Mint MCP", "context_summary": "Agent guidance for building polished Three.js apps and games with Mint MCP", "full_name": "mintdotgg/mint-threejs-skills", "github_url": "https://github.com/mintdotgg/mint-threejs-skills", "language": "TypeScript", "metric_key": "stars", "metric_label": "65 stars", "metric_value": 65, "rank": 95, "repository_id": "mintdotgg-mint-threejs-skills" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Wasserman's Filmmaker Suite \u2014 Blockout, Motion Previs Studio, Stem Studio, and the Unofficial DaVinci MCP: AI-native filmmaking from first blocking to final mix.", "context_summary": "Wasserman's Filmmaker Suite \u2014 Blockout, Motion Previs Studio, Stem Studio, and the Unofficial DaVinci MCP: AI-native filmmaking from first blocking to final\u2026", "full_name": "wassermanproductions/wassermans-filmmaker-suite", "github_url": "https://github.com/wassermanproductions/wassermans-filmmaker-suite", "language": "Unknown", "metric_key": "stars", "metric_label": "65 stars", "metric_value": 65, "rank": 96, "repository_id": "wassermanproductions-wassermans-filmmaker-suite" }, { "comparison_label": null, "comparison_value": null, "context_accessible_text": "Open-source MCP server for the Nextdev Agent Usability Index \u2014 query, recommend, and compare APIs by agent-readiness. 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