{
  "artifact_type": "ranking",
  "covered_period": {
    "end": "2026-09-07",
    "label": "2026-W37",
    "start": "2026-09-07"
  },
  "generated_at": "2026-09-07T04:17:20Z",
  "metric_definition": "Latest absolute GitHub stars for repositories observed in the latest crawl month.",
  "metric_label": "Stars",
  "provenance": {
    "generator": "scripts/generate_ranking_artifacts.py",
    "methodology_url": "/methodology/",
    "source_checksum": "b2b97c6dc50d52ccb468c84e4a678e5e89db9238587fbf0fe214e494cb87d5cf",
    "source_paths": [
      "data/raw/2026-W37.json"
    ]
  },
  "ranking_id": "top-ai-repositories-this-month",
  "records": [
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "The AI that really does things. Any OS. Any Platform. The lobster way. \ud83e\udd9e",
      "context_summary": "The AI that really does things. Any OS. Any Platform. The lobster way. \ud83e\udd9e",
      "full_name": "openclaw/openclaw",
      "github_url": "https://github.com/openclaw/openclaw",
      "language": "TypeScript",
      "metric_key": "stars",
      "metric_label": "389,066 stars",
      "metric_value": 389066,
      "rank": 1,
      "repository_id": "openclaw-openclaw"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "An agentic skills framework & software development methodology that works.",
      "context_summary": "An agentic skills framework & software development methodology that works.",
      "full_name": "obra/superpowers",
      "github_url": "https://github.com/obra/superpowers",
      "language": "Shell",
      "metric_key": "stars",
      "metric_label": "282,482 stars",
      "metric_value": 282482,
      "rank": 2,
      "repository_id": "obra-superpowers"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Skills for Real Engineers. Straight from my .agents directory.",
      "context_summary": "Skills for Real Engineers. Straight from my .agents directory.",
      "full_name": "mattpocock/skills",
      "github_url": "https://github.com/mattpocock/skills",
      "language": "Shell",
      "metric_key": "stars",
      "metric_label": "254,938 stars",
      "metric_value": 254938,
      "rank": 3,
      "repository_id": "mattpocock-skills"
    },
    {
      "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": 4,
      "repository_id": "affaan-m-ecc"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "The agent that grows with you",
      "context_summary": "The agent that grows with you",
      "full_name": "NousResearch/hermes-agent",
      "github_url": "https://github.com/NousResearch/hermes-agent",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "242,639 stars",
      "metric_value": 242639,
      "rank": 5,
      "repository_id": "nousresearch-hermes-agent"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "DeepSeek Harness: Everything is a Plugin.",
      "context_summary": "DeepSeek Harness: Everything is a Plugin.",
      "full_name": "deepseek-ai/deepseek-harness",
      "github_url": "https://github.com/deepseek-ai/deepseek-harness",
      "language": "TypeScript",
      "metric_key": "stars",
      "metric_label": "214,249 stars",
      "metric_value": 214249,
      "rank": 6,
      "repository_id": "deepseek-ai-deepseek-harness"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "The open source coding agent.",
      "context_summary": "The open source coding agent.",
      "full_name": "anomalyco/opencode",
      "github_url": "https://github.com/anomalyco/opencode",
      "language": "TypeScript",
      "metric_key": "stars",
      "metric_label": "205,351 stars",
      "metric_value": 205351,
      "rank": 7,
      "repository_id": "anomalyco-opencode"
    },
    {
      "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. Combine visual building with custom code, self-host or cloud, 400+ integrations.",
      "full_name": "n8n-io/n8n",
      "github_url": "https://github.com/n8n-io/n8n",
      "language": "TypeScript",
      "metric_key": "stars",
      "metric_label": "203,582 stars",
      "metric_value": 203582,
      "rank": 8,
      "repository_id": "n8n-io-n8n"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "An Open Source Machine Learning Framework for Everyone",
      "context_summary": "An Open Source Machine Learning Framework for Everyone",
      "full_name": "tensorflow/tensorflow",
      "github_url": "https://github.com/tensorflow/tensorflow",
      "language": "C++",
      "metric_key": "stars",
      "metric_label": "198,907 stars",
      "metric_value": 198907,
      "rank": 9,
      "repository_id": "tensorflow-tensorflow"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.",
      "context_summary": "AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.",
      "full_name": "Significant-Gravitas/AutoGPT",
      "github_url": "https://github.com/Significant-Gravitas/AutoGPT",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "187,175 stars",
      "metric_value": 187175,
      "rank": 10,
      "repository_id": "significant-gravitas-autogpt"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.",
      "context_summary": "Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.",
      "full_name": "ollama/ollama",
      "github_url": "https://github.com/ollama/ollama",
      "language": "Go",
      "metric_key": "stars",
      "metric_label": "180,331 stars",
      "metric_value": 180331,
      "rank": 11,
      "repository_id": "ollama-ollama"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Python tool for converting files and office documents to Markdown.",
      "context_summary": "Python tool for converting files and office documents to Markdown.",
      "full_name": "microsoft/markitdown",
      "github_url": "https://github.com/microsoft/markitdown",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "178,927 stars",
      "metric_value": 178927,
      "rank": 12,
      "repository_id": "microsoft-markitdown"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "The context API to search, scrape, and interact with the web at scale. \ud83d\udd25",
      "context_summary": "The context API to search, scrape, and interact with the web at scale. \ud83d\udd25",
      "full_name": "firecrawl/firecrawl",
      "github_url": "https://github.com/firecrawl/firecrawl",
      "language": "TypeScript",
      "metric_key": "stars",
      "metric_label": "177,326 stars",
      "metric_value": 177326,
      "rank": 13,
      "repository_id": "firecrawl-firecrawl"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Public repository for Agent Skills",
      "context_summary": "Public repository for Agent Skills",
      "full_name": "anthropics/skills",
      "github_url": "https://github.com/anthropics/skills",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "174,895 stars",
      "metric_value": 174895,
      "rank": 14,
      "repository_id": "anthropics-skills"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source \u2014 self-host for your organization with complete privacy.",
      "context_summary": "f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source \u2014 self-host for your organization with complete\u2026",
      "full_name": "f/prompts.chat",
      "github_url": "https://github.com/f/prompts.chat",
      "language": "HTML",
      "metric_key": "stars",
      "metric_label": "169,524 stars",
      "metric_value": 169524,
      "rank": 15,
      "repository_id": "f-prompts-chat"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "\ud83e\udd17 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.",
      "context_summary": "\ud83e\udd17 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference\u2026",
      "full_name": "huggingface/transformers",
      "github_url": "https://github.com/huggingface/transformers",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "164,923 stars",
      "metric_value": 164923,
      "rank": 16,
      "repository_id": "huggingface-transformers"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Java \u9762\u8bd5 & \u540e\u7aef\u901a\u7528\u9762\u8bd5\u6307\u5357\uff0c\u8986\u76d6\u8ba1\u7b97\u673a\u57fa\u7840\u3001\u6570\u636e\u5e93\u3001\u5206\u5e03\u5f0f\u3001\u9ad8\u5e76\u53d1\u3001\u7cfb\u7edf\u8bbe\u8ba1\u4e0e AI \u5e94\u7528\u5f00\u53d1",
      "context_summary": "Java \u9762\u8bd5 & \u540e\u7aef\u901a\u7528\u9762\u8bd5\u6307\u5357\uff0c\u8986\u76d6\u8ba1\u7b97\u673a\u57fa\u7840\u3001\u6570\u636e\u5e93\u3001\u5206\u5e03\u5f0f\u3001\u9ad8\u5e76\u53d1\u3001\u7cfb\u7edf\u8bbe\u8ba1\u4e0e AI \u5e94\u7528\u5f00\u53d1",
      "full_name": "Snailclimb/JavaGuide",
      "github_url": "https://github.com/Snailclimb/JavaGuide",
      "language": "JavaScript",
      "metric_key": "stars",
      "metric_label": "158,327 stars",
      "metric_value": 158327,
      "rank": 17,
      "repository_id": "snailclimb-javaguide"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.",
      "context_summary": "Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams\u2026",
      "full_name": "langgenius/dify",
      "github_url": "https://github.com/langgenius/dify",
      "language": "TypeScript",
      "metric_key": "stars",
      "metric_label": "154,668 stars",
      "metric_value": 154668,
      "rank": 18,
      "repository_id": "langgenius-dify"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Langflow is a powerful tool for building and deploying AI-powered agents and workflows.",
      "context_summary": "Langflow is a powerful tool for building and deploying AI-powered agents and workflows.",
      "full_name": "langflow-ai/langflow",
      "github_url": "https://github.com/langflow-ai/langflow",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "154,357 stars",
      "metric_value": 154357,
      "rank": 19,
      "repository_id": "langflow-ai-langflow"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "User-friendly AI Interface (Supports Ollama, OpenAI API, ...)",
      "context_summary": "User-friendly AI Interface (Supports Ollama, OpenAI API, ...)",
      "full_name": "open-webui/open-webui",
      "github_url": "https://github.com/open-webui/open-webui",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "151,156 stars",
      "metric_value": 151156,
      "rank": 20,
      "repository_id": "open-webui-open-webui"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.",
      "context_summary": "A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a\u2026",
      "full_name": "msitarzewski/agency-agents",
      "github_url": "https://github.com/msitarzewski/agency-agents",
      "language": "Shell",
      "metric_key": "stars",
      "metric_label": "150,520 stars",
      "metric_value": 150520,
      "rank": 21,
      "repository_id": "msitarzewski-agency-agents"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "The agent engineering platform.",
      "context_summary": "The agent engineering platform.",
      "full_name": "langchain-ai/langchain",
      "github_url": "https://github.com/langchain-ai/langchain",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "145,829 stars",
      "metric_value": 145829,
      "rank": 22,
      "repository_id": "langchain-ai-langchain"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.",
      "context_summary": "Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks\u2026",
      "full_name": "anthropics/claude-code",
      "github_url": "https://github.com/anthropics/claude-code",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "144,284 stars",
      "metric_value": 144284,
      "rank": 23,
      "repository_id": "anthropics-claude-code"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.",
      "context_summary": "100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.",
      "full_name": "Shubhamsaboo/awesome-llm-apps",
      "github_url": "https://github.com/Shubhamsaboo/awesome-llm-apps",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "136,432 stars",
      "metric_value": 136432,
      "rank": 24,
      "repository_id": "shubhamsaboo-awesome-llm-apps"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "\ud83d\udcab Toolkit to help you get started with Spec-Driven Development",
      "context_summary": "\ud83d\udcab Toolkit to help you get started with Spec-Driven Development",
      "full_name": "github/spec-kit",
      "github_url": "https://github.com/github/spec-kit",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "133,751 stars",
      "metric_value": 133751,
      "rank": 25,
      "repository_id": "github-spec-kit"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.",
      "context_summary": "The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.",
      "full_name": "Comfy-Org/ComfyUI",
      "github_url": "https://github.com/Comfy-Org/ComfyUI",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "131,819 stars",
      "metric_value": 131819,
      "rank": 26,
      "repository_id": "comfy-org-comfyui"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA",
      "context_summary": "Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA",
      "full_name": "garrytan/gstack",
      "github_url": "https://github.com/garrytan/gstack",
      "language": "TypeScript",
      "metric_key": "stars",
      "metric_label": "131,817 stars",
      "metric_value": 131817,
      "rank": 27,
      "repository_id": "garrytan-gstack"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official website: ccswitch.io",
      "context_summary": "A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official website: ccswitch.io",
      "full_name": "farion1231/cc-switch",
      "github_url": "https://github.com/farion1231/cc-switch",
      "language": "Rust",
      "metric_key": "stars",
      "metric_label": "131,410 stars",
      "metric_value": 131410,
      "rank": 28,
      "repository_id": "farion1231-cc-switch"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.",
      "context_summary": "Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.",
      "full_name": "DietrichGebert/ponytail",
      "github_url": "https://github.com/DietrichGebert/ponytail",
      "language": "JavaScript",
      "metric_key": "stars",
      "metric_label": "129,684 stars",
      "metric_value": 129684,
      "rank": 29,
      "repository_id": "dietrichgebert-ponytail"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "LLM inference in C/C++",
      "context_summary": "LLM inference in C/C++",
      "full_name": "ggml-org/llama.cpp",
      "github_url": "https://github.com/ggml-org/llama.cpp",
      "language": "C++",
      "metric_key": "stars",
      "metric_label": "127,291 stars",
      "metric_value": 127291,
      "rank": 30,
      "repository_id": "ggml-org-llama-cpp"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "An AI skill that provides design intelligence for building professional UI/UX across multiple platforms.",
      "context_summary": "An AI skill that provides design intelligence for building professional UI/UX across multiple platforms.",
      "full_name": "nextlevelbuilder/ui-ux-pro-max-skill",
      "github_url": "https://github.com/nextlevelbuilder/ui-ux-pro-max-skill",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "125,572 stars",
      "metric_value": 125572,
      "rank": 31,
      "repository_id": "nextlevelbuilder-ui-ux-pro-max-skill"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Lightweight coding agent that runs in your terminal",
      "context_summary": "Lightweight coding agent that runs in your terminal",
      "full_name": "openai/codex",
      "github_url": "https://github.com/openai/codex",
      "language": "Rust",
      "metric_key": "stars",
      "metric_label": "122,026 stars",
      "metric_value": 122026,
      "rank": 32,
      "repository_id": "openai-codex"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "\u5229\u7528 AI \u5927\u6a21\u578b\u548c\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\uff0c\u6839\u636e\u4e3b\u9898\u6216\u5173\u952e\u8bcd\u4e00\u952e\u751f\u6210\u9ad8\u6e05\u77ed\u89c6\u9891\u3002Generate HD short videos from a topic or keyword with an automated AI workflow.",
      "context_summary": "\u5229\u7528 AI \u5927\u6a21\u578b\u548c\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\uff0c\u6839\u636e\u4e3b\u9898\u6216\u5173\u952e\u8bcd\u4e00\u952e\u751f\u6210\u9ad8\u6e05\u77ed\u89c6\u9891\u3002Generate HD short videos from a topic or keyword with an automated AI workflow.",
      "full_name": "harry0703/MoneyPrinterTurbo",
      "github_url": "https://github.com/harry0703/MoneyPrinterTurbo",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "121,199 stars",
      "metric_value": 121199,
      "rank": 33,
      "repository_id": "harry0703-moneyprinterturbo"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "21 Lessons, Get Started Building with Generative AI",
      "context_summary": "21 Lessons, Get Started Building with Generative AI",
      "full_name": "microsoft/generative-ai-for-beginners",
      "github_url": "https://github.com/microsoft/generative-ai-for-beginners",
      "language": "Jupyter Notebook",
      "metric_key": "stars",
      "metric_label": "119,306 stars",
      "metric_value": 119306,
      "rank": 34,
      "repository_id": "microsoft-generative-ai-for-beginners"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.",
      "context_summary": "Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and\u2026",
      "full_name": "Graphify-Labs/graphify",
      "github_url": "https://github.com/Graphify-Labs/graphify",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "115,397 stars",
      "metric_value": 115397,
      "rank": 35,
      "repository_id": "graphify-labs-graphify"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "\ud83c\udf10 Make websites accessible for AI agents. Automate tasks online with ease.",
      "context_summary": "\ud83c\udf10 Make websites accessible for AI agents. Automate tasks online with ease.",
      "full_name": "browser-use/browser-use",
      "github_url": "https://github.com/browser-use/browser-use",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "112,785 stars",
      "metric_value": 112785,
      "rank": 36,
      "repository_id": "browser-use-browser-use"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "An open-source AI agent that brings the power of Gemini directly into your terminal.",
      "context_summary": "An open-source AI agent that brings the power of Gemini directly into your terminal.",
      "full_name": "google-gemini/gemini-cli",
      "github_url": "https://github.com/google-gemini/gemini-cli",
      "language": "TypeScript",
      "metric_key": "stars",
      "metric_label": "106,841 stars",
      "metric_value": 106841,
      "rank": 37,
      "repository_id": "google-gemini-gemini-cli"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "\ud83e\udea8 why use many token when few token do trick \u2014 Claude Code skill that cuts 65% of tokens by talking like caveman",
      "context_summary": "\ud83e\udea8 why use many token when few token do trick \u2014 Claude Code skill that cuts 65% of tokens by talking like caveman",
      "full_name": "JuliusBrussee/caveman",
      "github_url": "https://github.com/JuliusBrussee/caveman",
      "language": "Go",
      "metric_key": "stars",
      "metric_label": "103,970 stars",
      "metric_value": 103970,
      "rank": 38,
      "repository_id": "juliusbrussee-caveman"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Tensors and Dynamic neural networks in Python with strong GPU acceleration",
      "context_summary": "Tensors and Dynamic neural networks in Python with strong GPU acceleration",
      "full_name": "pytorch/pytorch",
      "github_url": "https://github.com/pytorch/pytorch",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "102,826 stars",
      "metric_value": 102826,
      "rank": 39,
      "repository_id": "pytorch-pytorch"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "TradingAgents: Multi-Agents LLM Financial Trading Framework",
      "context_summary": "TradingAgents: Multi-Agents LLM Financial Trading Framework",
      "full_name": "TauricResearch/TradingAgents",
      "github_url": "https://github.com/TauricResearch/TradingAgents",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "102,762 stars",
      "metric_value": 102762,
      "rank": 40,
      "repository_id": "tauricresearch-tradingagents"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "AI agent toolkit: unified LLM API, agent loop, TUI, coding agent CLI",
      "context_summary": "AI agent toolkit: unified LLM API, agent loop, TUI, coding agent CLI",
      "full_name": "earendil-works/pi",
      "github_url": "https://github.com/earendil-works/pi",
      "language": "TypeScript",
      "metric_key": "stars",
      "metric_label": "102,491 stars",
      "metric_value": 102491,
      "rank": 41,
      "repository_id": "earendil-works-pi"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "\ud83c\udfa8 Best DeepSeek Harness Design Plugin. The open-source Claude Design alternative. \ud83d\udda5\ufe0f Local-first desktop app. \ud83d\uddbc\ufe0f Your coding agent becomes the design engine: prototypes, landing pages, dashboards, slides, images & video \u2014 real files, HTML/PDF/PPTX/MP4 export. \ud83e\udd16 Claude Code / Codex / Cursor / DeepSeek Harness / OpenCode & 20+ CLIs via BYOK.",
      "context_summary": "\ud83c\udfa8 Best DeepSeek Harness Design Plugin. The open-source Claude Design alternative. \ud83d\udda5\ufe0f Local-first desktop app. \ud83d\uddbc\ufe0f Your coding agent becomes the design engine\u2026",
      "full_name": "nexu-io/open-design",
      "github_url": "https://github.com/nexu-io/open-design",
      "language": "TypeScript",
      "metric_key": "stars",
      "metric_label": "94,514 stars",
      "metric_value": 94514,
      "rank": 42,
      "repository_id": "nexu-io-open-design"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "A collection of MCP servers.",
      "context_summary": "A collection of MCP servers.",
      "full_name": "punkpeye/awesome-mcp-servers",
      "github_url": "https://github.com/punkpeye/awesome-mcp-servers",
      "language": "Unknown",
      "metric_key": "stars",
      "metric_label": "94,502 stars",
      "metric_value": 94502,
      "rank": 43,
      "repository_id": "punkpeye-awesome-mcp-servers"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Persistent Context Across Sessions for Every Agent \u2013 Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More",
      "context_summary": "Persistent Context Across Sessions for Every Agent \u2013 Captures everything your agent does during sessions, compresses it with AI, and injects relevant\u2026",
      "full_name": "thedotmack/claude-mem",
      "github_url": "https://github.com/thedotmack/claude-mem",
      "language": "JavaScript",
      "metric_key": "stars",
      "metric_label": "93,359 stars",
      "metric_value": 93359,
      "rank": 44,
      "repository_id": "thedotmack-claude-mem"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "\u03c0 RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection \u2014 all without a single pixel of video.",
      "context_summary": "\u03c0 RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection \u2014 all without a single pixel of video.",
      "full_name": "ruvnet/RuView",
      "github_url": "https://github.com/ruvnet/RuView",
      "language": "Rust",
      "metric_key": "stars",
      "metric_label": "92,651 stars",
      "metric_value": 92651,
      "rank": 45,
      "repository_id": "ruvnet-ruview"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Production-grade engineering skills for AI coding agents.",
      "context_summary": "Production-grade engineering skills for AI coding agents.",
      "full_name": "addyosmani/agent-skills",
      "github_url": "https://github.com/addyosmani/agent-skills",
      "language": "JavaScript",
      "metric_key": "stars",
      "metric_label": "92,619 stars",
      "metric_value": 92619,
      "rank": 46,
      "repository_id": "addyosmani-agent-skills"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "A high-throughput and memory-efficient inference and serving engine for LLMs",
      "context_summary": "A high-throughput and memory-efficient inference and serving engine for LLMs",
      "full_name": "vllm-project/vllm",
      "github_url": "https://github.com/vllm-project/vllm",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "91,118 stars",
      "metric_value": 91118,
      "rank": 47,
      "repository_id": "vllm-project-vllm"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Open Source Computer Vision Library",
      "context_summary": "Open Source Computer Vision Library",
      "full_name": "opencv/opencv",
      "github_url": "https://github.com/opencv/opencv",
      "language": "C++",
      "metric_key": "stars",
      "metric_label": "90,738 stars",
      "metric_value": 90738,
      "rank": 48,
      "repository_id": "opencv-opencv"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all",
      "context_summary": "12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all",
      "full_name": "microsoft/ML-For-Beginners",
      "github_url": "https://github.com/microsoft/ML-For-Beginners",
      "language": "Jupyter Notebook",
      "metric_key": "stars",
      "metric_label": "90,222 stars",
      "metric_value": 90222,
      "rank": 49,
      "repository_id": "microsoft-ml-for-beginners"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs",
      "context_summary": "RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context\u2026",
      "full_name": "infiniflow/ragflow",
      "github_url": "https://github.com/infiniflow/ragflow",
      "language": "Go",
      "metric_key": "stars",
      "metric_label": "90,160 stars",
      "metric_value": 90160,
      "rank": 50,
      "repository_id": "infiniflow-ragflow"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Model Context Protocol Servers",
      "context_summary": "Model Context Protocol Servers",
      "full_name": "modelcontextprotocol/servers",
      "github_url": "https://github.com/modelcontextprotocol/servers",
      "language": "TypeScript",
      "metric_key": "stars",
      "metric_label": "90,117 stars",
      "metric_value": 90117,
      "rank": 51,
      "repository_id": "modelcontextprotocol-servers"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Self-hosted AI workspace.",
      "context_summary": "Self-hosted AI workspace.",
      "full_name": "odysseus-dev/odysseus",
      "github_url": "https://github.com/odysseus-dev/odysseus",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "86,928 stars",
      "metric_value": 86928,
      "rank": 52,
      "repository_id": "odysseus-dev-odysseus"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "\ud83d\ude4c OpenHands: AI-Driven Development",
      "context_summary": "\ud83d\ude4c OpenHands: AI-Driven Development",
      "full_name": "OpenHands/OpenHands",
      "github_url": "https://github.com/OpenHands/OpenHands",
      "language": "TypeScript",
      "metric_key": "stars",
      "metric_label": "86,390 stars",
      "metric_value": 86390,
      "rank": 53,
      "repository_id": "openhands-openhands"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Real-time global intelligence dashboard. 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": 54,
      "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": 55,
      "repository_id": "lobehub-lobehub"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "\ud83d\ude80\ud83e\udd16 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN",
      "context_summary": "\ud83d\ude80\ud83e\udd16 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN",
      "full_name": "unclecode/crawl4ai",
      "github_url": "https://github.com/unclecode/crawl4ai",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "81,836 stars",
      "metric_value": 81836,
      "rank": 56,
      "repository_id": "unclecode-crawl4ai"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.",
      "context_summary": "Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with\u2026",
      "full_name": "Egonex-AI/Understand-Anything",
      "github_url": "https://github.com/Egonex-AI/Understand-Anything",
      "language": "TypeScript",
      "metric_key": "stars",
      "metric_label": "81,686 stars",
      "metric_value": 81686,
      "rank": 57,
      "repository_id": "egonex-ai-understand-anything"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.",
      "context_summary": "An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message\u2026",
      "full_name": "bytedance/deer-flow",
      "github_url": "https://github.com/bytedance/deer-flow",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "81,636 stars",
      "metric_value": 81636,
      "rank": 58,
      "repository_id": "bytedance-deer-flow"
    },
    {
      "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": 59,
      "repository_id": "netdata-netdata"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "The open-source app everyone uses to manage agents at work",
      "context_summary": "The open-source app everyone uses to manage agents at work",
      "full_name": "paperclipai/paperclip",
      "github_url": "https://github.com/paperclipai/paperclip",
      "language": "TypeScript",
      "metric_key": "stars",
      "metric_label": "80,130 stars",
      "metric_value": 80130,
      "rank": 60,
      "repository_id": "paperclipai-paperclip"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows.",
      "context_summary": "Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows.",
      "full_name": "opendatalab/MinerU",
      "github_url": "https://github.com/opendatalab/MinerU",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "79,346 stars",
      "metric_value": 79346,
      "rank": 61,
      "repository_id": "opendatalab-mineru"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies",
      "context_summary": "CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies",
      "full_name": "rtk-ai/rtk",
      "github_url": "https://github.com/rtk-ai/rtk",
      "language": "Rust",
      "metric_key": "stars",
      "metric_label": "79,136 stars",
      "metric_value": 79136,
      "rank": 62,
      "repository_id": "rtk-ai-rtk"
    },
    {
      "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": 63,
      "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": 64,
      "repository_id": "panniantong-agent-reach"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Bring projects, wikis, and teams together with AI. AppFlowy is the AI collaborative workspace where you achieve more without losing control of your data. The leading open source Notion alternative.",
      "context_summary": "Bring projects, wikis, and teams together with AI. AppFlowy is the AI collaborative workspace where you achieve more without losing control of your data. The\u2026",
      "full_name": "AppFlowy-IO/AppFlowy",
      "github_url": "https://github.com/AppFlowy-IO/AppFlowy",
      "language": "Dart",
      "metric_key": "stars",
      "metric_label": "76,372 stars",
      "metric_value": 76372,
      "rank": 65,
      "repository_id": "appflowy-io-appflowy"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Tesseract Open Source OCR Engine (main repository)",
      "context_summary": "Tesseract Open Source OCR Engine (main repository)",
      "full_name": "tesseract-ocr/tesseract",
      "github_url": "https://github.com/tesseract-ocr/tesseract",
      "language": "C++",
      "metric_key": "stars",
      "metric_label": "76,371 stars",
      "metric_value": 76371,
      "rank": 66,
      "repository_id": "tesseract-ocr-tesseract"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.",
      "context_summary": "Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.",
      "full_name": "unslothai/unsloth",
      "github_url": "https://github.com/unslothai/unsloth",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "75,741 stars",
      "metric_value": 75741,
      "rank": 67,
      "repository_id": "unslothai-unsloth"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)",
      "context_summary": "Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)",
      "full_name": "hiyouga/LlamaFactory",
      "github_url": "https://github.com/hiyouga/LlamaFactory",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "74,607 stars",
      "metric_value": 74607,
      "rank": 68,
      "repository_id": "hiyouga-llamafactory"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "A curated list of awesome Machine Learning frameworks, libraries and software.",
      "context_summary": "A curated list of awesome Machine Learning frameworks, libraries and software.",
      "full_name": "josephmisiti/awesome-machine-learning",
      "github_url": "https://github.com/josephmisiti/awesome-machine-learning",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "74,272 stars",
      "metric_value": 74272,
      "rank": 69,
      "repository_id": "josephmisiti-awesome-machine-learning"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "A Simple and Universal Swarm Intelligence Engine, Predicting Anything. \u7b80\u6d01\u901a\u7528\u7684\u7fa4\u4f53\u667a\u80fd\u5f15\u64ce\uff0c\u9884\u6d4b\u4e07\u7269",
      "context_summary": "A Simple and Universal Swarm Intelligence Engine, Predicting Anything. \u7b80\u6d01\u901a\u7528\u7684\u7fa4\u4f53\u667a\u80fd\u5f15\u64ce\uff0c\u9884\u6d4b\u4e07\u7269",
      "full_name": "666ghj/MiroFish",
      "github_url": "https://github.com/666ghj/MiroFish",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "71,993 stars",
      "metric_value": 71993,
      "rank": 70,
      "repository_id": "666ghj-mirofish"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "\ud83c\udf0a The original agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, RAG integration, and native Claude Code / Codex / Hermes and many more Integrated",
      "context_summary": "\ud83c\udf0a The original agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features\u2026",
      "full_name": "ruvnet/ruflo",
      "github_url": "https://github.com/ruvnet/ruflo",
      "language": "TypeScript",
      "metric_key": "stars",
      "metric_label": "71,061 stars",
      "metric_value": 71061,
      "rank": 71,
      "repository_id": "ruvnet-ruflo"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com.",
      "context_summary": "Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code\u2026",
      "full_name": "ansible/ansible",
      "github_url": "https://github.com/ansible/ansible",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "70,604 stars",
      "metric_value": 70604,
      "rank": 72,
      "repository_id": "ansible-ansible"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Open-source AI job search: scan job portals, evaluate listings into a structured A-H report with a global 1-5 score, tailor your CV, track applications \u2014 runs locally in your AI coding CLI (Claude Code, Codex, OpenCode, Antigravity\u2026)",
      "context_summary": "Open-source AI job search: scan job portals, evaluate listings into a structured A-H report with a global 1-5 score, tailor your CV, track applications \u2014\u2026",
      "full_name": "career-ops-hq/career-ops",
      "github_url": "https://github.com/career-ops-hq/career-ops",
      "language": "JavaScript",
      "metric_key": "stars",
      "metric_label": "70,344 stars",
      "metric_value": 70344,
      "rank": 73,
      "repository_id": "career-ops-hq-career-ops"
    },
    {
      "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": 74,
      "repository_id": "headroomlabs-ai-headroom"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "OmO: Drop your tokens. Ultrawork. Done.",
      "context_summary": "OmO: Drop your tokens. Ultrawork. Done.",
      "full_name": "code-yeongyu/oh-my-openagent",
      "github_url": "https://github.com/code-yeongyu/oh-my-openagent",
      "language": "TypeScript",
      "metric_key": "stars",
      "metric_label": "68,771 stars",
      "metric_value": 68771,
      "rank": 75,
      "repository_id": "code-yeongyu-oh-my-openagent"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "A coding agent for open models like Kimi K3 and GLM 5.3",
      "context_summary": "A coding agent for open models like Kimi K3 and GLM 5.3",
      "full_name": "openinterpreter/openinterpreter",
      "github_url": "https://github.com/openinterpreter/openinterpreter",
      "language": "Rust",
      "metric_key": "stars",
      "metric_label": "68,259 stars",
      "metric_value": 68259,
      "rank": 76,
      "repository_id": "openinterpreter-openinterpreter"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "12 Weeks, 24 Lessons, AI for All!",
      "context_summary": "12 Weeks, 24 Lessons, AI for All!",
      "full_name": "microsoft/AI-For-Beginners",
      "github_url": "https://github.com/microsoft/AI-For-Beginners",
      "language": "Jupyter Notebook",
      "metric_key": "stars",
      "metric_label": "68,168 stars",
      "metric_value": 68168,
      "rank": 77,
      "repository_id": "microsoft-ai-for-beginners"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Autonomous coding agent as an SDK, IDE extension, or CLI assistant.",
      "context_summary": "Autonomous coding agent as an SDK, IDE extension, or CLI assistant.",
      "full_name": "cline/cline",
      "github_url": "https://github.com/cline/cline",
      "language": "TypeScript",
      "metric_key": "stars",
      "metric_label": "67,590 stars",
      "metric_value": 67590,
      "rank": 78,
      "repository_id": "cline-cline"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Spec-driven development (SDD) for AI coding assistants.",
      "context_summary": "Spec-driven development (SDD) for AI coding assistants.",
      "full_name": "Fission-AI/OpenSpec",
      "github_url": "https://github.com/Fission-AI/OpenSpec",
      "language": "TypeScript",
      "metric_key": "stars",
      "metric_label": "67,475 stars",
      "metric_value": 67475,
      "rank": 79,
      "repository_id": "fission-ai-openspec"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "scikit-learn: machine learning in Python",
      "context_summary": "scikit-learn: machine learning in Python",
      "full_name": "scikit-learn/scikit-learn",
      "github_url": "https://github.com/scikit-learn/scikit-learn",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "67,201 stars",
      "metric_value": 67201,
      "rank": 80,
      "repository_id": "scikit-learn-scikit-learn"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "The official gpt4free repository | various collection of powerful language models | opus 4.6 gpt 5.3 kimi 2.5 deepseek v3.2 gemini 3",
      "context_summary": "The official gpt4free repository | various collection of powerful language models | opus 4.6 gpt 5.3 kimi 2.5 deepseek v3.2 gemini 3",
      "full_name": "xtekky/gpt4free",
      "github_url": "https://github.com/xtekky/gpt4free",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "66,648 stars",
      "metric_value": 66648,
      "rank": 81,
      "repository_id": "xtekky-gpt4free"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "The design language that makes your AI harness better at design.",
      "context_summary": "The design language that makes your AI harness better at design.",
      "full_name": "pbakaus/impeccable",
      "github_url": "https://github.com/pbakaus/impeccable",
      "language": "JavaScript",
      "metric_key": "stars",
      "metric_label": "66,108 stars",
      "metric_value": 66108,
      "rank": 82,
      "repository_id": "pbakaus-impeccable"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Get your documents ready for gen AI",
      "context_summary": "Get your documents ready for gen AI",
      "full_name": "docling-project/docling",
      "github_url": "https://github.com/docling-project/docling",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "66,080 stars",
      "metric_value": 66080,
      "rank": 83,
      "repository_id": "docling-project-docling"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience",
      "context_summary": "Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience",
      "full_name": "Mintplex-Labs/anything-llm",
      "github_url": "https://github.com/Mintplex-Labs/anything-llm",
      "language": "JavaScript",
      "metric_key": "stars",
      "metric_label": "65,705 stars",
      "metric_value": 65705,
      "rank": 84,
      "repository_id": "mintplex-labs-anything-llm"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.",
      "context_summary": "The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.",
      "full_name": "mem0ai/mem0",
      "github_url": "https://github.com/mem0ai/mem0",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "64,805 stars",
      "metric_value": 64805,
      "rank": 85,
      "repository_id": "mem0ai-mem0"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "LLM \u9a71\u52a8\u7684\u591a\u5e02\u573a\u80a1\u7968\u667a\u80fd\u5206\u6790\u7cfb\u7edf\uff1a\u591a\u6e90\u884c\u60c5\u3001\u5b9e\u65f6\u65b0\u95fb\u3001\u51b3\u7b56\u770b\u677f\u4e0e\u81ea\u52a8\u63a8\u9001\uff0c\u652f\u6301\u96f6\u6210\u672c\u5b9a\u65f6\u8fd0\u884c\u3002 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.",
      "context_summary": "LLM \u9a71\u52a8\u7684\u591a\u5e02\u573a\u80a1\u7968\u667a\u80fd\u5206\u6790\u7cfb\u7edf\uff1a\u591a\u6e90\u884c\u60c5\u3001\u5b9e\u65f6\u65b0\u95fb\u3001\u51b3\u7b56\u770b\u677f\u4e0e\u81ea\u52a8\u63a8\u9001\uff0c\u652f\u6301\u96f6\u6210\u672c\u5b9a\u65f6\u8fd0\u884c\u3002 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision\u2026",
      "full_name": "ZhuLinsen/daily_stock_analysis",
      "github_url": "https://github.com/ZhuLinsen/daily_stock_analysis",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "64,716 stars",
      "metric_value": 64716,
      "rank": 86,
      "repository_id": "zhulinsen-daily-stock-analysis"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Deep Learning for humans",
      "context_summary": "Deep Learning for humans",
      "full_name": "keras-team/keras",
      "github_url": "https://github.com/keras-team/keras",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "64,319 stars",
      "metric_value": 64319,
      "rank": 87,
      "repository_id": "keras-team-keras"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Extracted system prompts from Anthropic - Claude Fable 5.1, Opus 5, Claude Design, Claude Code. OpenAI - ChatGPT GPT-6-Astra, Codex. Google - Gemini 3.8 Flash, 3.1 Pro, Antigravity. xAI - Grok, Grok\u2026",
      "context_summary": "Extracted system prompts from Anthropic - Claude Fable 5.1, Opus 5, Claude Design, Claude Code. OpenAI - ChatGPT GPT-6-Astra, Codex. Google - Gemini 3.8\u2026",
      "full_name": "asgeirtj/system_prompts_leaks",
      "github_url": "https://github.com/asgeirtj/system_prompts_leaks",
      "language": "JavaScript",
      "metric_key": "stars",
      "metric_label": "64,293 stars",
      "metric_value": 64293,
      "rank": 88,
      "repository_id": "asgeirtj-system-prompts-leaks"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "An AI Hedge Fund Team",
      "context_summary": "An AI Hedge Fund Team",
      "full_name": "virattt/ai-hedge-fund",
      "github_url": "https://github.com/virattt/ai-hedge-fund",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "63,275 stars",
      "metric_value": 63275,
      "rank": 89,
      "repository_id": "virattt-ai-hedge-fund"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Orca is the ADE for working with a fleet of parallel agents. Run any coding agent with your own subscription. Available on desktop, mobile and remote runtime.",
      "context_summary": "Orca is the ADE for working with a fleet of parallel agents. Run any coding agent with your own subscription. Available on desktop, mobile and remote runtime.",
      "full_name": "stablyai/orca",
      "github_url": "https://github.com/stablyai/orca",
      "language": "TypeScript",
      "metric_key": "stars",
      "metric_label": "62,917 stars",
      "metric_value": 62917,
      "rank": 90,
      "repository_id": "stablyai-orca"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.",
      "context_summary": "Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.",
      "full_name": "pathwaycom/pathway",
      "github_url": "https://github.com/pathwaycom/pathway",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "62,335 stars",
      "metric_value": 62335,
      "rank": 91,
      "repository_id": "pathwaycom-pathway"
    },
    {
      "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": 92,
      "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": 93,
      "repository_id": "upstash-context7"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary",
      "context_summary": "AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary",
      "full_name": "mvanhorn/last30days-skill",
      "github_url": "https://github.com/mvanhorn/last30days-skill",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "61,466 stars",
      "metric_value": 61466,
      "rank": 94,
      "repository_id": "mvanhorn-last30days-skill"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Ultralytics YOLO26, YOLO11, YOLOv8 \u2014 object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking",
      "context_summary": "Ultralytics YOLO26, YOLO11, YOLOv8 \u2014 object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking",
      "full_name": "ultralytics/ultralytics",
      "github_url": "https://github.com/ultralytics/ultralytics",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "61,346 stars",
      "metric_value": 61346,
      "rank": 95,
      "repository_id": "ultralytics-ultralytics"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "\ud83e\udd31\ud83c\udffb Turn any webpage into a desktop app with one command.",
      "context_summary": "\ud83e\udd31\ud83c\udffb Turn any webpage into a desktop app with one command.",
      "full_name": "tw93/Pake",
      "github_url": "https://github.com/tw93/Pake",
      "language": "Rust",
      "metric_key": "stars",
      "metric_label": "61,322 stars",
      "metric_value": 61322,
      "rank": 96,
      "repository_id": "tw93-pake"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Open-source AI penetration testing tool to find and fix your app\u2019s vulnerabilities.",
      "context_summary": "Open-source AI penetration testing tool to find and fix your app\u2019s vulnerabilities.",
      "full_name": "usestrix/strix",
      "github_url": "https://github.com/usestrix/strix",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "60,977 stars",
      "metric_value": 60977,
      "rank": 97,
      "repository_id": "usestrix-strix"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "\ud83e\udde0 Train a 64M-parameter LLM from scratch in just 2h!",
      "context_summary": "\ud83e\udde0 Train a 64M-parameter LLM from scratch in just 2h!",
      "full_name": "jingyaogong/minimind",
      "github_url": "https://github.com/jingyaogong/minimind",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "59,225 stars",
      "metric_value": 59225,
      "rank": 98,
      "repository_id": "jingyaogong-minimind"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.",
      "context_summary": "A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.",
      "full_name": "meilisearch/meilisearch",
      "github_url": "https://github.com/meilisearch/meilisearch",
      "language": "Rust",
      "metric_key": "stars",
      "metric_label": "59,201 stars",
      "metric_value": 59201,
      "rank": 99,
      "repository_id": "meilisearch-meilisearch"
    },
    {
      "comparison_label": null,
      "comparison_value": null,
      "context_accessible_text": "Local-first WeChat intelligence system with a read-only CLI, Codex skills, searchable chat history, daily briefings, follow-ups and opportunity tracking.",
      "context_summary": "Local-first WeChat intelligence system with a read-only CLI, Codex skills, searchable chat history, daily briefings, follow-ups and opportunity tracking.",
      "full_name": "Rion-Wu-tech/wechat-intelligence-hub",
      "github_url": "https://github.com/Rion-Wu-tech/wechat-intelligence-hub",
      "language": "Python",
      "metric_key": "stars",
      "metric_label": "1,296 stars",
      "metric_value": 1296,
      "rank": 100,
      "repository_id": "rion-wu-tech-wechat-intelligence-hub"
    }
  ],
  "schema_version": "1.0.0"
}
