How real projects configure their agents

44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
harness/harness-skills developer.harness.io A collection of structured AI agent skills that enable Claude Code, Cursor, GitHub Copil 133 Claude Code, Codex, GitHub Copilot, OpenCode 3 7,359 tok
SapienXai/AgentOS agentos.sapienx.app Run agents like a company. AgentOS is the native control plane for OpenClaw — manage agent 133 Codex, OpenCode 1 1,517 tok
czlonkowski/n8n-mcp-cc-buildier 133 Claude Code, Codex, OpenCode 13 4,701 tok
guguzea/MC-AI-Coding-Assistant-Tool A complete toolkit that helps AI coding assistants such as Cursor and Claude Code write Mi 133 Codex, OpenCode 1 21,963 tok
jdez427/claude-ipc-mcp AI-to-AI communication protocol for Claude, Gemini, and other AI assistants 132 Claude Code 1 —
hassanabidpk/searchrestaurant searchrestaurant.pythonanywhere.com Apps are built using Google Maps SDK, Geocoding and Foursquare APIs 132 Claude Code, Codex, OpenCode 2 770 tok
appotry/docker-hexo Hexo Docker one-click deployment environment. Add CJK support, with a detailed tutorial 132 Codex, OpenCode 1 1,761 tok
arindamxd/camerax-android arindamxd.github.io A Play Store camera app showing Jetpack CameraX APIs in Kotlin — install it, use it, copy 132 Claude Code, Codex, OpenCode 23 3,890 tok
shovel-heroes-org/shovel-heroes Shovel Hero 132 Claude Code 1 726 tok
moclojer/moclojer docs.moclojer.com Simple and efficient HTTP and Webscoket mock server with specification in yaml, edn or Ope 132 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,554 tok
contentful/ui-extensions-sdk contentful.com A JavaScript library to develop custom apps for Contentful 132 Claude Code, Codex, OpenCode 2 2,817 tok
SeoNaRu/lexguard-mcp An MCP server that helps the general public easily look up legal information through AI. S 132 Codex, Cursor, OpenCode 2 629 tok
8421bit/MiniClaw 🦞 A Digital Life Embryo for your MCP Client. An intelligent micro-kernel with Nociception 132 Codex, Gemini CLI, OpenCode 2 661 tok
sanqiufong/slides-from-anything Turn anything into slides 132 Claude Code, Codex, OpenCode 2 2,522 tok
akitaonrails/FrankClaw OpenClaw port to Rust. [IN DEVELOPMENT, NOT DONE YET] 132 Claude Code 1 3,913 tok
ccashwell/evm-cortex Ethereum protocol engineering squad for AI coding assistants 132 Claude Code, Codex, OpenCode 2 4,160 tok
JKorf/Bybit.Net cryptoexchange.jkorf.dev C#/.NET client library for the Bybit.com cryptocurrency exchange REST and WebSocket APIs, 132 Codex, GitHub Copilot, OpenCode 2 3,457 tok
guhcostan/b3analysis Agente de análise de ações brasileiras (B3) com Claude Code — sem API keys 132 Claude Code 24 1,889 tok
dandye/ai-runbooks 132 Claude Code, Gemini CLI 2 6 tok
LobsterTrap/lola getlola.dev Lola is able to package AI Context Modules or skills into a distributed package to be supp 132 Claude Code, Codex, OpenCode 2 1,621 tok
Portwood-Global-Solutions/Portwood portwood.dev Free, native document generation for Salesforce. PDF, DOCX, XLSX, PPTX — merge tags, image 132 Claude Code 8 9,648 tok
manhai934/novel-harness Uses AI to help experienced readers turn web fiction and novel ideas into reality, with a 132 Claude Code, Codex, OpenCode 2 3,462 tok
SigNoz/signoz-mcp-server signoz.io MCP Server for SigNoz 132 Claude Code, Codex, OpenCode 2 3,004 tok
ammarion/waf-detector 🛡️ High-performance WAF & CDN detection tool. Identify protection layers (Cloudflare, Aka 132 Claude Code, Codex, OpenCode 15 701 tok
FlanChanXwO/pixiv-cli Pixiv, in your terminal — a CLI, MCP server, and Go SDK for discovery, accounts, creators, 132 Claude Code, Codex, OpenCode 2 1,646 tok
malloydata/publisher Publisher is the open-source analytics engine for Malloy. It lets you define data models o 132 Claude Code, Codex, OpenCode 4 10,388 tok
eigenweltlabs/legalwork eigenweltlabs.com LegalWork, a local computer-use agent for law firms, by Eigenwelt Labs. Review, redline, a 132 Codex, OpenCode 1 920 tok
abracadabra50/open-supermarkets CLI, MCP and Skills for the world's supermarkets. Search, compare, basket and checkout acr 132 Codex, OpenCode 1 1,028 tok
grafana/agento11y grafana.com Actually Useful Agent Observability 132 Claude Code, Codex, OpenCode 2 3,186 tok
plainlang/plain-forge ***plain spec writing tool 132 Claude Code, Codex, OpenCode 3 5,466 tok
appsinacup/godot-whisper whisper.appsinacup.com A GDExtension addon for the Godot Engine that enables realtime audio transcription, suppor 132 GitHub Copilot 1 1,402 tok
Szotasz/marveen AI csapatod, ami fut amíg te alszol. 131 Claude Code 9 —
assafkip/kipi-system Your AI brain, externalized. It remembers everything you do, then becomes whatever role yo 131 Claude Code, Codex, OpenCode 15 1,826 tok
kirschbaum-development/laravel-loop Laravel Loop is a powerful Model Context Protocol (MCP) server designed specifically for L 131 Claude Code 1 665 tok
chaohong-ai/ai-auto-work Automatically completes the full workflow from requirement research → research review → pl 131 Claude Code, Codex, OpenCode 30 1,817 tok
jayminwest/seeds Git-native issue tracker for AI agent workflows. Zero dependencies, JSONL storage, Bun run 131 Claude Code, Codex, OpenCode 6 8,044 tok
jasonsuhari/gridbash jasonsuhari.github.io Cross-platform terminal grid for running Codex, Claude, Gemini, and other CLI agents side 131 GitHub Copilot 1 297 tok
disler/beyond-mcp It's time to push beyond MCP Servers... Right? 131 Claude Code 6 —
GowayLee/cchooks pypi.org A Python SDK for claude-code hooks 131 Claude Code 1 5 tok
sveneisenschmidt/n8n-openai-bridge OpenAI-compatible API middleware for n8n workflows. Use your n8n agents and workflows as O 131 Claude Code, Codex, OpenCode 2 2,020 tok
lynx-family/lynx-website lynxjs.org Official Website of the Lynx Family 131 Claude Code, Codex, OpenCode 5 2,558 tok
team-attention/openclone Talk freely with an AI clone trained on a real person 131 Claude Code, Codex, OpenCode 2 8,239 tok
rileyhilliard/claude-essentials 131 Claude Code 1 1,584 tok
quellant/openscad-mcp A Model Context Protocol (MCP) server for OpenSCAD 3D modeling and rendering 131 Claude Code 1 1,562 tok
lucid-softworks/browser A web browser written from scratch — a platform-agnostic Rust engine (networking, HTML/CSS 131 Codex, OpenCode 1 674 tok
ryan-yuuu/crypto-trading-arena The open source trading arena 131 Claude Code, Codex 6 795 tok
aaddrick/claude-pipeline Portable Claude Code multi-agent pipeline - skills, agents, hooks, orchestration scripts, 131 Claude Code 37 —
liyupi/github-global codefather.cn A 2026 programming guide project for hands-on AI programming: a GitHub repository AI docum 131 Claude Code, Cursor 1 —
mikechao/brave-search-mcp An MCP Server implementation that integrates the Brave Search API, providing, Web Search, 131 Codex, Gemini CLI, OpenCode 2 1,540 tok
iancanderson/openscad-agent A Claude Code-powered 3D modeling agent environment for creating 3D printable designs usin 131 Claude Code 4 810 tok