How real projects configure their agents

44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
quinnjr/skia-rs A 100% pure Rust implementation of Google's Skia 2D graphics library 37 Codex, OpenCode 1 4,275 tok
wandb/vibes wandb.github.io A repo with a devcontainer ready to vibe with Claude, Codex or Gemini 37 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 5 3,573 tok
Apra-Labs/ApraPipes A pipeline framework for developing video and image processing application. Supports multi 37 Claude Code 11 1,556 tok
ai-ecoverse/slicc sliccy.com A browser-native AI agent (claw) for everyone that loves ice cream 37 Claude Code, Codex, GitHub Copilot, OpenCode 13 3,682 tok
inflexa-ai/inflexa inflexa.ai Local-first CLI for reproducible biological analysis, with provenance tracked on every ste 37 Claude Code, Codex, OpenCode 29 3,843 tok
Sitecore/content-sdk The Content SDK to support building sites with SitecoreAI 37 Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf 5 1,877 tok
VasilisPlavos/Cookie-AutoDeleteV3 chromewebstore.google.com Manifest V3 fork of Cookie AutoDelete — automatically deletes unused cookies. Now on the C 37 Claude Code, Codex, OpenCode 2 1,859 tok
originheartgold/origin-heart-gold-EN-translation originheartgold.github.io Official English translation of Pokémon Origin HeartGold (起源心金): xdelta patch, guide and P 37 Claude Code, Codex, OpenCode 2 3,676 tok
superman1006/MeetMind A team that debates > a model that answers. MeetMind turns one requirement into a live dis 36 Claude Code 1 7,403 tok
smaramwbc/statewave-multi-agent-shared-context statewave.ai Multiple agents, one source of truth: a Planner/Coder/Reviewer demo of how a shared Statew 36 Codex, OpenCode 1 380 tok
Franlinozz/Sluice sluiceflow.vercel.app Sluice is a toll booth for the AI-read web. Creators price the smallest unit of what they 36 Claude Code 1 7,178 tok
alfredoperez/angular-best-practices angular-best-practices-web.vercel.app Curated Angular best practices for AI agents 36 Claude Code 1 879 tok
sacenox/mini-coder sacenox.github.io A good idea 👾 A fast, transparent agent for the terminal 36 Codex, OpenCode 1 1,352 tok
gtfodevs/autonomo gtfodevs.github.io Tired of 'it works' lies? Autonomo MCP makes your AI prove it—on real hardware, right in y 36 GitHub Copilot 1 442 tok
n24q02m/better-notion-mcp mcp.n24q02m.com Markdown-first Notion for AI agents -- pages, databases, blocks, and comments in one call. 36 Claude Code, Codex, OpenCode 2 3,552 tok
razbakov/skill-mix A management layer for AI agent skills — discover, install, scope, rate, and update skills 36 Codex, OpenCode 1 146 tok
jhonsfran/unprice unprice.dev Authorize AI agent spend before it becomes cost. Open ledger. Reserve → allow/deny → recei 36 Claude Code, Codex, OpenCode 2 2,123 tok
selvage-lab/selvage 36 Claude Code 4 1,911 tok
haoxiang-xu/PuPu PuPu is a lightweight, cross-platform desktop AI client that works with both local and clo 36 Claude Code, Codex, OpenCode 21 3,304 tok
ssdeanx/deep-research The Deep Research Assistant is meticulously crafted on Mastra's modular, scalable architec 36 Gemini CLI 1 5,611 tok
codefriar/sf-mcp 36 Claude Code 1 682 tok
respawn-llc/tool-filter-mcp MCP proxy server that filters tools from upstream MCP servers via regex-based deny list 36 Codex, OpenCode 1 1,755 tok
thatsrajan/vidlens-mcp 36 Claude Code, Codex 1 —
zoharbabin/google-researcher-mcp ⚠️ DEPRECATED — Use https://github.com/zoharbabin/web-researcher-mcp instead 36 Claude Code 1 835 tok
chrismcdermut/proletariat proletariat.ai Seize the means of production. Ship 100x. Orchestrate agents as labor for any project. Bil 36 Claude Code 1 1,409 tok
n24q02m/better-godot-mcp mcp.n24q02m.com Composite MCP server for Godot Engine -- 17 composite tools for AI-assisted game developme 36 Claude Code, Codex, OpenCode 2 2,466 tok
wzf1997/claude-code-guide wzf1997.github.io A close reading of the Claude Code source code — 84 in-depth analyses across 14 chapters o 36 Claude Code 2 728 tok
johnzfitch/pyghidra-lite Lightweight MCP server for Ghidra-based reverse engineering with iOS, Linux, and game file 36 Claude Code 1 903 tok
itential/itential-mcp 🔌 Itential Platform MCP Server 36 Claude Code, Codex, OpenCode 2 8,262 tok
ZhaoXingPeng/DBJavaGenix An intelligent database code-generation tool based on the MCP architecture. It supports My 36 Claude Code 2 —
zazencodes/agent-skills A central, version-controlled home for coding agent skills across multiple tools 36 Claude Code, Codex, OpenCode 3 846 tok
oculus-samples/Unity-PerformanceSettings Performance settings testing ground, showing how to use game-engine-agnostic performance c 36 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,044 tok
tecnomanu/agent-rules-kit Bootstrap of Cursor rules (.mdc) and mirror documentation (.md) for AI agent-guided projec 36 Codex, GitHub Copilot, OpenCode 2 5,682 tok
religa/multi_mcp Multi-Model chat, code review and analysis MCP Server for Claude Code 36 Claude Code 1 3,146 tok
kumaran-is/claude-code-onboarding 🤖 Team onboarding kit for Claude Code AI coding assistant. Pre-configured with agents, sk 36 Claude Code 7 —
mwguerra/claude-code-plugins MWGuerra Claude Code Marketplace 36 Claude Code 1 193 tok
EOX-A/EOxElements eox-a.github.io A Web Component collection of geospatial UI elements, crafted by EOX. 36 Codex, OpenCode 1 3,209 tok
magarcia/mcp-server-giphy An implementation of Giphy integration with Model Context Protocol 36 Cursor 1 660 tok
jenkinsm13/metashape-mcp AI-powered photogrammetry automation — MCP server for Agisoft Metashape Professional 2.3+. 36 Claude Code 1 1,106 tok
razr001/aligndev aligndev.dev AlignDev helps AI-assisted frontend teams generate shared coding standards and SKILL.md so 36 Claude Code, Codex, OpenCode 2 847 tok
nonatofabio/local_faiss_mcp Local FAISS vector store as an MCP server – Agent Memory, drop-in local semantic search fo 36 Claude Code 1 1,676 tok
butttons/pi-kit Personal pi coding agent extensions and skills 36 Codex, OpenCode 1 427 tok
ethpandaops/xatu-data 36 Claude Code 1 —
amurshak/congressMCP congressmcp.lawgiver.ai An MCP server allowing AI agents and MCP clients to interface with the Congress.gov API 36 Codex, OpenCode 1 371 tok
iliaal/whetstone AI-powered development tools. 18 agents, 19 commands, 29 skills, 4 hooks, 1 MCP server for 36 Claude Code, Codex, OpenCode 2 7,548 tok
fastly/fastly-agent-toolkit Fastly skills for AI Agents. 36 Claude Code, Codex, OpenCode 2 44 tok
KhaledSaeed18/node-express-boilerplate Production-ready Express + TypeScript backend boilerplate with clean layered architecture, 36 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 6 1,536 tok
ConnorBritain/mssql-mcp-server Enterprise MCP server for SQL Server with 20 tools for schema discovery, data operations, 36 Claude Code, GitHub Copilot 2 1,802 tok
maoxx241/vllm-ascend-workspace 36 Claude Code, Codex, OpenCode 26 2,094 tok
chohra-med/expo_boilerplate aimobilelauncher.com AI-first React Native and Expo boilerplate. Feature-first architecture, TypeScript, auth, 36 Claude Code, Codex, OpenCode 2 1,127 tok