43,547 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709
All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| dososo/blcaptain-lingjian-video dososo.github.io Generate publish-grade Chinese short videos from one sentence: script, voiceover, visuals, | 256 | Claude Code, Codex, OpenCode | 2 | 318 tok |
| mattrobinsonsre/terrapod Open-source Terraform Enterprise replacement | 256 | Codex, OpenCode | 1 | 14,029 tok |
| originalankur/GenerateAgents.md Automated generation of comprehensive Agents.md for LLMs, driven by the DSPy Recursive lan | 256 | Codex, OpenCode | 1 | 3,246 tok |
| hyperb1iss/unifly hyperb1iss.github.io 🌐 Elegant UniFi network management CLI & TUI - for humans and agents | 256 | Claude Code, Codex, OpenCode | 2 | 9,278 tok |
| helloianneo/obsidian-ai-second-brain A complete guide to building a personal knowledge base with Obsidian + Claude AI, based on | 256 | Claude Code | 1 | 1,215 tok |
| grafana/skills | 256 | Claude Code, Codex, OpenCode | 1 | 1,346 tok |
| ed-donner/tech2ai Code to accompany my course from Software Engineer to AI Data Scientist | 255 | Claude Code, Codex, OpenCode | 2 | 2,020 tok |
| manalkaff/opendesign claude.ai/design open-sourced! | 255 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 788 tok |
| NanmiCoder/skills-agent-proto A Skills Agent built with LangChain 1.0, demonstrating the underlying principles of Anthro | 255 | Claude Code, Codex, OpenCode | 3 | 1,389 tok |
| jentic/jentic-public-apis jentic.com Directory of OpenAPI specifications for thousands of public APIs. Every API is machine-rea | 255 | Codex, OpenCode | 1 | 375 tok |
| leemysw/feishu-docx 🚀 Feishu/Lark Docs, Sheet, Bitable <-> Markdown | AI Agent-friendly knowledge base export | 255 | Claude Code, Codex, OpenCode | 2 | 788 tok |
| Evokoa/pgContext A full AI search engine, built into Postgres. | 255 | Codex, OpenCode | 1 | 1,455 tok |
| angristan/netclode stanislas.blog Self hosted cloud coding agent with k3s + kata containers + cloud hypervisor microVMs + ta | 255 | Codex, OpenCode | 1 | 2,358 tok |
| badlogic/pi-share-hf Collect, review, and upload redacted pi session files to a Hugging Face dataset | 255 | Codex, OpenCode | 1 | 241 tok |
| longyangxi/OpenOffice A visible workspace for AI agents to collaborate as a single team. | 255 | Claude Code | 1 | 582 tok |
| GTM-Strategist/gtm-strategist-skills gtmstrategist.com Your AI go-to-market co-pilot | 255 | Claude Code | 13 | 1,068 tok |
| ATOM00blue/machine-learning-library Custom APRL machine-learning algorithm + a curated ML knowledge base of 923 papers, lectur | 255 | Claude Code, Codex, OpenCode | 2 | 1,399 tok |
| jackfranklin/dotfiles My dotfiles for my dev environment, compromising of tmux, vim, zsh and git. | 254 | Claude Code, Codex, OpenCode | 2 | 2,299 tok |
| kantord/headson docs.rs head/tail for structured data - summarize/preview JSON/YAML and source code | 254 | Claude Code | 1 | 1,357 tok |
| Samsung/Tizen.NET Welcome to Tizen .NET | 254 | Claude Code, Codex | 1 | — |
| vercel-labs/agent-eval agent-eval-playground.vercel.app | 254 | Claude Code | 1 | 456 tok |
| tonbistudio/llm-wiki Open-source template for building LLM-powered knowledge bases following Karpathy's LLM Wik | 254 | Claude Code | 1 | 1,434 tok |
| The-AI-Alliance/tapestry thealliance.ai Project Tapestry aims to give every nation and participant frontier AI they can call their | 254 | Codex, GitHub Copilot, OpenCode | 2 | 3,075 tok |
| enuno/unifi-mcp-server An MCP server that leverages official UniFi API | 254 | Claude Code, Codex, Cursor, Gemini CLI, OpenCode | 45 | 13,687 tok |
| jordanburke/reddit-mcp-server ⚙️ A Model Context Protocol (MCP) that provides tools for fetching and creating Reddit con | 254 | Claude Code | 1 | 4,759 tok |
| copperheadhq/copperhead copperhead.sh Hardware as fast as software. | 254 | Claude Code, Codex, OpenCode | 16 | 2,315 tok |
| shep-ai/shep shep.bot Ship features 10x faster. Built In Auto: Memory, K8S Agent & Security (SDD+SDLC) . 😇 | 253 | Claude Code, Codex, OpenCode | 33 | 3,346 tok |
| franzvill/lad lad-a2a.org An open protocol for discovering A2A-capable AI agents on local networks — the discovery & | 253 | Claude Code | 1 | 1,251 tok |
| cafe3310/public-agent-skills personal agent skills for better QoL | 253 | Codex, OpenCode | 1 | 250 tok |
| DIGI-UW/OpenELIS-Global-2 openelis-global.org OpenELIS Global — open-source Laboratory Information System (LIS/LIMS) for clinical and pu | 253 | Claude Code, Codex, GitHub Copilot, OpenCode | 32 | 25,043 tok |
| loperanger7/gstack-auto Semi-Autonomous gstack Orchestration: Build with a strong product spec and let Garry Tan's | 253 | Claude Code | 1 | 6,213 tok |
| BiboyQG/WeChat-MCP biboyqg.github.io WeChat-MCP: let Openclaw/Claude/ChatGPT and other AI assistants read and reply to WeChat f | 253 | Claude Code, Codex, OpenCode | 8 | 967 tok |
| andrefigueira/.context A Git-native, AI-optimized documentation system that turns your repo into a living knowled | 252 | Claude Code, Codex, OpenCode | 8 | 1,429 tok |
| nailuoGG/anki-mcp-server MCP server for Anki via AnkiConnect | 252 | Claude Code | 1 | 673 tok |
| xberg-io/liter-llm docs.liter-llm.xberg.io Universal LLM API client — 163 providers, 14 native language bindings, powered by a Rust c | 252 | Claude Code, Codex | 3 | — |
| soundcloud/api A public repo for our Developer Community to engage about bugs and feature requests on our | 252 | Cursor | 3 | — |
| H4D3ZS/vscodium-rust cyberifrit.xyz AI-native IDE with agentic workflows, iPhone emulation on Windows/Linux, PyTorch ML Studi | 252 | Cursor | 1 | 349 tok |
| awattar/claude-code-best-practices 💻 Best practices and examples for using Claude Code - Anthropic’s terminal-native AI - fo | 252 | Claude Code | 20 | 2,327 tok |
| vikasprogrammer/walkie walkie.sh P2P communication for AI agents. No server. No setup. Just talk. | 252 | Claude Code | 1 | 3,736 tok |
| kytmanov/synto More than just Karpathy’s LLM Wiki, 100% local with Ollama. Drop Markdown notes → AI extra | 252 | Claude Code | 1 | 1,388 tok |
| xnohat/webobsidian Web based Obsidian Notes App | 252 | Claude Code | 1 | 612 tok |
| bitwarden/mcp-server bitwarden.com MCP server for interaction with Bitwarden. | 252 | Claude Code | 1 | — |
| leancoderkavy/premiere-pro-mcp premiere-pro-mcp.com Local-first MCP server for supported Adobe Premiere Pro workflows. Connect Claude, Codex, | 252 | GitHub Copilot | 1 | 653 tok |
| byungjunjang/slide-master A workflow for AI agents to create native PPTX files that can be truly edited in PowerPoin | 252 | Claude Code, Codex, OpenCode | 7 | 3,103 tok |
| opensearch-project/security opensearch.org 🔐 Secure your cluster with TLS, numerous authentication backends, data masking, audit log | 252 | Codex, OpenCode | 1 | 2,198 tok |
| duckduckgo/apple-browsers duckduckgo.com DuckDuckGo iOS & macOS browsers | 252 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 459 tok |
| yucchiy/UniCli A CLI tool to control Unity Editor - enabling both humans and AI agents to run compilation | 251 | Claude Code, Codex | 3 | 6,796 tok |
| microsoft/GitHub-Copilot-for-Azure GitHub Copilot for Azure | 251 | GitHub Copilot | 2 | 4,068 tok |
| linearis-oss/linearis npmjs.com CLI tool for Linear.app with JSON output, smart ID resolution, and optimized GraphQL queri | 251 | Claude Code, Codex, OpenCode | 2 | 2,384 tok |
| AfterShip/clickhouse-sql-parser Go library and CLI that parses ClickHouse-dialect SQL into a typed AST. Supports lexing, p | 251 | Claude Code, Codex, OpenCode | 2 | 1,183 tok |