32,137 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.
Building agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710
All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| accessd/tmux-agent-indicator Tmux plugin that gives visual feedback for AI agent states (running/needs-input/done). Sup | 92 | Claude Code, Codex, OpenCode | 2 | 554 tok |
| elbruno/graphify-dotnet A .NET 10 port of graphify - AI knowledge graph builder for codebases using GitHub Copilot | 92 | Claude Code, Codex, GitHub Copilot | 3 | 2,171 tok |
| app-dev-panel/app-dev-panel app-dev-panel.github.io The best framework and language (soon) agnostic Application Development Panel | 92 | Claude Code | 18 | 6,596 tok |
| sopaco/cowork-forge AI-powered software development system that automates the entire lifecycle from requiremen | 92 | Claude Code, Codex, OpenCode | 5 | 2,947 tok |
| davidmatousek/tachi Threat modeling and AI-reasoning vulnerability detection harness for Claude Code — STRIDE | 92 | Claude Code | 78 | 1,350 tok |
| DingyangLyu/MatClaw MatClaw: an open materials-science agent that turns natural-language tasks into reproducib | 92 | Claude Code | 21 | 875 tok |
| antiv/mate antonijevic.rs Production-ready multi-agent orchestration engine built on Google ADK. Database-driven age | 92 | Claude Code, Codex, OpenCode | 3 | 5,940 tok |
| amikai/openings-mcp 💼 One MCP server to search job boards and company career sites | 92 | Claude Code, Codex, OpenCode | 6 | 102 tok |
| mxyhi/token_proxy Local AI API gateway for OpenAI / Gemini / Anthropic. Runs on your machine, keeps tokens c | 92 | Claude Code, Codex, OpenCode | 3 | 242 tok |
| aerele/jarvis Jarvis - The AI teammate inside ERPNext. | 92 | Claude Code | 1 | 342 tok |
| apache/magpie magpie.apache.org Agent-assisted maintainership and development framework for Apache projects — Triage, Ment | 92 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 15,701 tok |
| denysosadchyi/figmosha2 Let Claude edit your Figma file for you — bulk-rename layers, swap variants, bind colour v | 92 | Claude Code | 1 | 2,462 tok |
| Cuongyd196/auto-video-gen facebook.com Biến 1 URL tin tức/GitHub thành video 9:16 chuẩn TikTok/Reels/Shorts trong 5 phút — không | 92 | Claude Code, Codex | 2 | — |
| hyprmcp/mcp-gateway hyprmcp.com MCP OAuth Proxy incl. dynamic client registration (DCR), MCP prompt analytics and MCP fire | 92 | Claude Code | 1 | 296 tok |
| fabkury/p3a makapix.club Pixel art player built on ESP32-P4 | 92 | Claude Code, Codex, OpenCode | 2 | 4,342 tok |
| craigjmidwinter/getvect getvect.midwinter.io Local-first raster-to-vector desktop app. PNG/JPEG/BMP to SVG/EPS/DXF/PDF/PNG. No account, | 91 | Claude Code, Codex, OpenCode | 10 | 966 tok |
| UnpaidAttention/fable5-methodology A transferable, self-enforcing software-engineering methodology for AI coding agents — pla | 91 | Claude Code | 1 | 2,387 tok |
| heliohq/ship helio.im An agentic development harness for Claude Code, Codex & Cursor: gated pipeline from spec t | 91 | Claude Code, Codex, OpenCode | 1 | 1,117 tok |
| crisogray/claudius claudius.to Agentic Development Environment | 91 | Claude Code, Codex, OpenCode | 3 | 2,209 tok |
| playbooks-ai/playbooks runplaybooks.ai ▶📚 Playbooks is a semantic programming system for AI agents | 91 | Claude Code | 1 | 2,640 tok |
| 2youg1/sprawling Local multi-agent harness for running persistent agent teams, long-run, society-simulation | 91 | Claude Code, Codex, OpenCode | 2 | 2,102 tok |
| escapeboy/ai-prompts | 91 | Claude Code | 1 | 1,330 tok |
| adam-s/agent-tuning Using recursion to acheive predictable agent output | 91 | Claude Code | 1 | — |
| gillkyle/agent-tail agent-tail.vercel.app Pipe logs from all your dev servers into a single place accessible to your agents. | 91 | Claude Code | 2 | 765 tok |
| RLabs-Inc/memory Memory server for llms that can be easily integrated to any client. | 91 | Claude Code | 1 | 1,848 tok |
| sdeonvacation/opencode-x Open-source Claude Code alternative. Provider-agnostic, MIT licensed. Native Claude Code h | 91 | Claude Code, Codex, OpenCode | 2 | 1,522 tok |
| IlyaGusev/academia_mcp smithery.ai Academia MCP server: Tools for automatic scientific research | 91 | Claude Code | 1 | 2,701 tok |
| dfinke/psaisuite Enterprise-grade PowerShell abstraction layer for 15+ GenAI providers. Standardized interf | 91 | Claude Code | 1 | 258 tok |
| flanliulf/AI-Copyright-Application-Generator An AI-powered system for automatically generating software copyright application materials | 91 | Claude Code | 3 | 3,785 tok |
| sliday/tamp Token compression proxy for Claude Code. 50% fewer tokens, zero behavior change. | 91 | Claude Code, Codex, OpenCode | 5 | 417 tok |
| kcosr/assistant Panel-based personal assistant with a plugin architecture for productivity workflows. AI a | 91 | Claude Code, Codex, OpenCode | 4 | 531 tok |
| StringKe/dotfiles macOS development environment setup: zsh + Ghostty + starship + mise, initialized with one | 91 | Claude Code | 1 | 3,804 tok |
| houstudio/cdroid houstudio.github.io CDroid is an open-source, Android-compatible GUI framework built on C++11, designed for cr | 91 | Claude Code, Codex, OpenCode | 2 | 4,146 tok |
| guardana/guardana guardana.dev Open-source AI security verification — model artifacts, live endpoints, MCP servers and re | 91 | Claude Code | 9 | 6,851 tok |
| wintermeyer/heinzel A ruleset that turns AI coding assistants (e.g. Claude Code) into disciplined Linux, FreeB | 91 | Claude Code | 8 | 4,944 tok |
| diillson/chatcli chatcli.edilsonfreitas.com ChatCLI is a command-line application that utilizes LLMs—such as those from Anthropic, Ope | 91 | Claude Code, Codex | 66 | — |
| Adancurusul/serial-mcp-server Rust MCP server and CLI for serial/UART devices, with JSON macro automation and agent skil | 91 | Claude Code | 1 | 687 tok |
| marianfoo/abap-mcp-server mcp-abap.marianzeis.de | 91 | Claude Code, Codex, OpenCode | 2 | 1,586 tok |
| tensorcircuit/tensorcircuit-ng tensorcircuit-ng.readthedocs.io Next-gen AI-native tensor-network-based quantum software framework | 91 | Claude Code, Codex, OpenCode | 12 | 1,294 tok |
| docs-plus/docs.plus docs.plus Free and open-source real-time collaborative document editor. Hierarchical table of conten | 91 | Claude Code, Codex, OpenCode | 58 | 23,240 tok |
| KeeForge/KeeForge keeforge.com KeePass-compatible iOS password manager | 91 | Claude Code, Codex, OpenCode | 6 | 2,623 tok |
| ydeng11/zotero-zotadata Make the management of metadata easier | 91 | Claude Code, Codex, OpenCode | 2 | 1,146 tok |
| gyng/ditherer gyng.github.io Browser-based image and video dithering, audio visualisation, glitch art, and retro CRT/VH | 91 | Claude Code, Codex, OpenCode | 2 | 4,758 tok |
| AgriciDaniel/linkedin-content-creator skool.com AI-powered LinkedIn content generator with text, image & carousel posts. Features smart AI | 91 | Claude Code | 1 | 876 tok |
| YPares/rigup.nix AI agents and Nix: parametrable skills/instructions and tools, packaged together in a repr | 91 | Claude Code, Codex, OpenCode | 2 | 22 tok |
| castacks/AirStack docs.theairlab.org Agent-native framework for rapid sim-to-real deployment of embodied AI for field robotics. | 91 | Claude Code, Codex, OpenCode | 26 | 9,691 tok |
| clawdotnet/SharpClawCode C# coding-agent harness (.NET 10, Microsoft Agent Framework) — sessions, tools, permission | 91 | Claude Code, Codex, OpenCode | 2 | 2,709 tok |
| cyberlife-coder/VelesDB velesdb.com The explainable, local-first memory engine for AI agents. One ~9 MB binary fuses vector + | 91 | Claude Code, Codex, OpenCode | 3 | 5,793 tok |
| whistlegraph/aesthetic-computer aesthetic.computer | 91 | Claude Code, Codex, OpenCode | 10 | 2,444 tok |
| henryhawke/mcp-titan This tool is a cutting-edge memory engine that blends real-time learning, persistent three | 91 | Claude Code | 1 | 784 tok |