How real projects configure their agents

31,977 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
Consensys/ask-o11y-plugin AI-powered observability assistant for Grafana that helps you query data, investigate issu 42 Claude Code, Codex, Cursor, OpenCode 6 4,487 tok
mastersof-ai/harness Agent runtime with full system prompt control. Define agents in markdown, run them in a te 42 Claude Code 1 798 tok
Stavan-Jain/QECLean stavan-jain.github.io Formalization project on Quantum Error Correction in Lean 42 Claude Code 1 10,977 tok
DeepL/deepl-cli deepl.com DeepL CLI is a comprehensive, developer-friendly command-line tool that integrates DeepL's 42 Claude Code 1 2,869 tok
seandavi/lifeos-template An opinionated, agentic life-OS for Claude Code — a markdown vault with daily/weekly/quart 42 Claude Code 1 2,463 tok
krapie/mycelium tiny.kevinprk.com Organize your AI sessions, and carry what they know into the next one. 42 Claude Code, Codex, OpenCode 2 4,636 tok
itsmostafa/qi query search engine cli for humans and ai agents 42 Claude Code, Codex, OpenCode 2 1,857 tok
savethepolarbears/google-photos-mcp A Model Context Protocol repository for Google Photos API 42 Claude Code, Codex, Gemini CLI, OpenCode 3 1,567 tok
sandraschi/calibremcp Calibre library automation via FastMCP — metadata, shelves, RAG-friendly export. Companion 42 Claude Code, Codex, Cursor, OpenCode, Windsurf 5 1,650 tok
akutishevsky/withings-mcp withings-mcp.com MCP server for Withings health data integration 42 Claude Code 1 10,488 tok
freshaengineering/lang_ex hexdocs.pm LangGraph for Elixir. Durable, human-in-the-loop LLM agents on the BEAM. 42 Claude Code, Codex, OpenCode 2 3,310 tok
opena2a-org/hackmyagent Metasploit for AI agents: scan, attack, and fix AI agents and MCP servers. Open source sec 42 Claude Code 1
mathruffian-dot/2026-YouTube YouTube video automation pipeline: editing, subtitles, thumbnails, descriptions, and SEO a 42 Claude Code, Codex, OpenCode 2 5,309 tok
iOfficeAI/AionHub An AionUi Extention Hub for Agents/ Skills/ Assistants/ MCPs and more 42 Claude Code 1
iPythoning/b2b-sdr-hermes-skill Autonomous AI SDR skill for Hermes Agent — finds buyers, qualifies leads, sends outreach, 42 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 1,096 tok
Pantani/tdmcp pantani.github.io TouchDesigner MCP server, describe a visual to Claude, Cursor or Codex and it builds a rea 42 Claude Code, Codex, OpenCode 3 7,962 tok
vulnerability-lookup/VulnMCP A modular MCP server providing AI-driven vulnerability management skills, including severi 42 Claude Code 1 1,809 tok
alirezarezvani/gaios Open-source AI Operating System (AIOS) blueprint for Claude Code & Codex — turn any agent 42 Claude Code, Codex, OpenCode 2 4,714 tok
withqwerty/nutmeg Football data analytics toolkit for Claude Code. Covers Opta, StatsBomb, Wyscout, SportMon 42 Claude Code 1 794 tok
getsigit/sigit zed.dev A local inference LLM coding agent. 42 Claude Code, Codex, OpenCode 8 12 tok
Cognitohazard/ltspice-mcp MCP server giving LLMs the ability to design, simulate, and analyze SPICE circuits via LTS 42 Claude Code 1 9,596 tok
YoungHong1992/ruankao-senior-architecture-designer Knowledge base for preparing for the Systems Architect exam: Markdown organization and pro 42 Claude Code, Codex, OpenCode 2 4,519 tok
trustabl/trustabl-rules Agent reliability detection rules for the Trustabl Agent Reliability Analyzer 42 Claude Code 1 2,479 tok
jvgomg/podkit jvgomg.github.io 🔄🎵Modern TypeScript toolkit and CLI for managing iPods 42 Claude Code, Codex, OpenCode 5 6,392 tok
superman1006/MeetMind A team that debates > a model that answers. MeetMind turns one requirement into a live dis 41 Claude Code 1 7,403 tok
mahmoudilyan/marmoui marmoui.com The AI agentic designer — open-source React design system + MCP that lets Claude, Codex, C 41 Claude Code, Codex, Cursor, OpenCode 3 3,396 tok
putervision/spc spaceproofcode.com High-performance zero-dependency static analysis tool enforcing NASA Power of Ten rules ac 41 Claude Code, GitHub Copilot 2 3,510 tok
romanticamaj/promptasy A browser game to learn prompt engineering by playing — explore a world and solve challeng 41 Claude Code, Codex, OpenCode 2 9,575 tok
npstorey/civic-ai-tools civicaitools.org Open-source platform connecting AI assistants to government open data — MCP server, curate 41 Claude Code, Codex, OpenCode 3 1,872 tok
TsingShui/roco-world-skill Kingdom of Rock World Agent Skill, with built-in game battle mechanics, pet data, skills, 41 Claude Code 2 452 tok
EtienneChollet/ontomics Extract domain knowledge from codebases to reduce LLM token consumption by 20x and time in 41 Claude Code 1 2,562 tok
goldbergyoni/test-coverage-mcp Context engineering: Make your agents aware of how they affect 🧪 test coverage🧪 during a 41 Claude Code, Codex, OpenCode 13 815 tok
GongRzhe/MCP-Server-Creator A powerful Model Context Protocol (MCP) server that creates other MCP servers! This meta-s 41 Claude Code 1 671 tok
kazuph/mcp-fetch 41 Claude Code 1 953 tok
mckaywrigley/claude-code-voice 41 Claude Code 3
k1LoW/tcmux tcmux is a terminal and coding agent mux viewer. 41 Claude Code 1 695 tok
tdimino/claude-code-minoan minoanmystery.org A curated ~/.claude/ configuration for professional development workflows — 90+ skills, 46 41 Claude Code 1 505 tok
ZachHandley/ZMCPTools A custom TypeScript MCP Server intended to be used with Claude Code 41 Claude Code 1 3,192 tok
rickywo/Formic AI-powered task manager that turns goals into shipped code. Orchestrates Claude Code, Copi 41 Claude Code, Codex, OpenCode 2 12,325 tok
snakeying/Textum Structured workflow that stops AI from forgetting your requirements. 4 phases with validat 41 Claude Code 1
christian289/dotnet-with-claudecode .NET development tutorial with Claude Code. 41 Claude Code 17
bitrise-io/bitrise-mcp bitrise.io MCP Server for the Bitrise API, enabling app management, build operations, artifact manage 41 Claude Code 1 110 tok
theognis1002/mcp-gateway Model Context Protocol (MCP) Gateway & Registry - Central hub for managing tools, resource 41 Claude Code 1 8,132 tok
icefort-ai/config A web interface for managing AI CLI agent configurations: Claude Code, OpenAI Codex, Gemin 41 Claude Code 1 1,633 tok
kyopark2014/mcp It shows how to use model-context-protocol. 41 Claude Code 1 69 tok
yaodub/cast getcast.dev Your agent team, on your machine. Open-source harness for multi-user Claude agents. 41 Claude Code 4 1,109 tok
jem-computer/capacities-mcp Capacities×MCP 41 Claude Code 1 536 tok
Azure/containerization-assist 41 Claude Code, Codex, OpenCode 2 435 tok
htjun/claude-code-hooks-scv-sounds Claude Code hooks setup with StarCraft SCV sounds. 41 Claude Code 4
microsoft/Agent365-python 41 Claude Code, GitHub Copilot 14 3,204 tok