How real projects configure their agents

23,196 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
KSEGIT/Version-Sentinel Claude Code plugin that hard-blocks dependency additions, bumps, and downgrades until a fr 4 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,454 tok
TMHSDigital/Unity-Developer-Tools tmhsdigital.github.io AI-powered development toolkit for Unity game development in Cursor IDE. 18 skills, 8 rule 4 Claude Code, Codex, Cursor, OpenCode 3 4,818 tok
alanshurafa/co-evolution Structured refinement of any document between AI agents. Two agent roles bounce a file bac 4 Claude Code, Codex, OpenCode 2 6,656 tok
mryll/skills Portable agent skills for AI coding agents — works with Claude Code, OpenAI Codex CLI, Gem 4 Claude Code, Codex, OpenCode 2 352 tok
karthikrshet/aiskills Reusable, tool-agnostic AI engineering skills, workflows, templates, and evaluation playbo 4 Codex, OpenCode 1 979 tok
abk1969/ai-act-skills Multi-platform agent skills (Claude Code + Gemini CLI + OpenAI Codex) for EU AI Act compli 4 Codex, Gemini CLI, OpenCode 2 1,993 tok
SathiaAI/graphsmith graphsmith.ai Build AI agent workflows that survive crashes, never duplicate work, and don't make things 4 Codex, GitHub Copilot, OpenCode 2 4,786 tok
jeffreytse/grimoire-core grimoire.jeffreytse.net 🧙 Official best-practice skill library for grimoire — 1000+ skills across engineering, te 4 Claude Code, Codex, Gemini CLI, OpenCode 3 2,494 tok
ootLabs/OCWIP-grant-competitions Platforma do obslugi konkursow dotacyjnych OCWIP: ogloszenie naboru, skladanie wnioskow, o 4 Claude Code, Codex, OpenCode 4 3,219 tok
ootLabs/bilingers-knowledge-base 4 Claude Code, Codex, OpenCode 3 1,708 tok
n24q02m/claude-plugins mcp.n24q02m.com Claude Code plugin marketplace for the n24q02m MCP servers -- install web search, memory, 4 Claude Code, Codex, OpenCode 2 1,442 tok
Aiyo28/memento-os ayal.tech Claude Code plugin for persistent AI memory. Store conclusions, not notes. OODA-driven rea 4 Claude Code, Codex, OpenCode 1 1,157 tok
Dallionking/ui-validation-kit Drop-in UI validation for any CLI coding agent — iOS Simulator, Android emulator, and web. 4 Codex, OpenCode 1 843 tok
Fandhe-AI/agent-reference-skills 4 Claude Code, Codex, OpenCode 28 15,311 tok
learnwy/skills collect and create my own skills 4 Claude Code, Codex, OpenCode 2 5,245 tok
sentimony/skills 4 Claude Code, Codex, OpenCode 2 1,983 tok
MageGojo/conch R-Shell: a Rust command-line SSH workspace — saved connections, remote exec, interactive s 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 1,654 tok
merakimiles/mcp-server Meraki MCP Sever 4 Codex, OpenCode 1 767 tok
sandraschi/windows-operations-mcp Windows system administration via MCP — services, registry, accounts, event logs, networki 4 Claude Code, Codex, Cursor, OpenCode 3 865 tok
JasonBates/rescuetime-mcp 4 Claude Code, Codex, OpenCode 2 446 tok
lidless-labs/wazuh-mcp lidless.dev Your SIEM answers live behind a console you babysit. wazuh-mcp reads Wazuh alerts, agents, 4 Codex, OpenCode 1 1,156 tok
Platano78/faulkner-db Temporal Knowledge Graph System for Architectural Memory - Track decisions, patterns, and 4 Codex, OpenCode 1 1,249 tok
dshein-alt/crawly-mcp `Crawly-MCP` provides web search and content retrieval for local LLMs, enabling agents to 4 Codex, OpenCode 1 2,079 tok
dvcrn/mcp-server-tripit Expose the TripIt API as an MCP server for Claude and other MCP clients. 4 Codex, OpenCode 1 576 tok
jaredthivener/fastapi-docs-mcp MCP server for real-time FastAPI documentation access 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,873 tok
retospect/precis-mcp pypi.org MCP server giving LLM agents a seven-verb API over papers, documents, code, state, patents 4 Claude Code, Codex, OpenCode, Windsurf 40 7,151 tok
thekie/read-no-evil-mcp A secure email gateway MCP server that protects AI agents from prompt injection attacks hi 4 Claude Code, Codex, Gemini CLI, OpenCode 3 1,233 tok
metanmai/libredesk-mcp 4 Codex, OpenCode 1 2,306 tok
smaramwbc/statewave-connectors statewave.ai Connector ecosystem for Statewave — feed real-world events into agent memory 4 Codex, GitHub Copilot, OpenCode 2 1,061 tok
internet-court/mcp internet-court-mcp-git-main-gen-layer-foundation.vercel.app Internet Court MCP — remote MCP server and install endpoint for the Internet Court skill ( 4 Claude Code, Codex, OpenCode 2 79 tok
mrnajiboy/ebay-mcp-remote-edition npmjs.com Open source MCP server providing AI assistants with comprehensive access to eBay's Sell AP 4 Codex, OpenCode 1 1,557 tok
sandraschi/vcv-rack-mcp MCP server for VCV Rack 2 - composes modular synth patches by emitting structured JSON, no 4 Codex, OpenCode 1 435 tok
RightNow-AI/autoevolve Agent-native evolutionary optimization. Say the goal in english, evolve code toward a meas 4 Claude Code, Codex, OpenCode 2 6,250 tok
cyanheads/met-museum-mcp-server npmjs.com Search the Metropolitan Museum of Art collection, fetch full artwork records and open-acce 4 Claude Code, Codex, OpenCode 2 11,476 tok
cyanheads/openlibrary-mcp-server npmjs.com Search books and authors, fetch editions, browse subjects, and resolve cover images from O 4 Claude Code, Codex, OpenCode 2 11,950 tok
furkanisikay/ardupilot-mcp ArduPilot uçuş loglarını (.bin) teşhis eden deterministik MCP sunucusu — yapay zekâ açıkla 4 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,829 tok
aeoess/agent-passport-mcp aeoess.com MCP server for the Agent Passport System. Identity, delegation, enforcement, and signed re 4 Claude Code, Codex, OpenCode 2 848 tok
cookiechain/cookie-mcp npmjs.com An MCP server that gives AI agents full onchain access to Cookie Chain — trade, launch, LP 4 Codex, OpenCode 1 1,350 tok
yiminspace/quarry yiminspace.github.io The database workbench built for the AI era — one safety-railed query kernel, many faces: 4 Claude Code, Codex, OpenCode 2 1,200 tok
petrijr/openscad-mcp MCP Server for OpenSCAD 4 Codex, OpenCode 1 1,251 tok
dinglebear-ai/runifi npmjs.com Rust MCP server and CLI for UniFi Network controllers, exposing REST-backed network operat 4 Claude Code, Codex, Gemini CLI, OpenCode 4 4,035 tok
Nosmoht/talos-mcp-server MCP server for Talos Linux cluster management via the native gRPC API 4 Claude Code, Codex, OpenCode 18 9,678 tok
AnthonyPuggs/ausecon-mcp-server auseconmcp.com MCP server for retrieval of Australian economic and financial data - supports ABS, RBA and 4 Claude Code, Codex, OpenCode 2 2,284 tok
sandraschi/grandorgue-mcp Control GrandOrgue pipe organ simulator via FastMCP 3.4. MIDI bridge, stop/piston/manual 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,213 tok
arjunprabhulal/devops-skills Agent Skills for DevOps: 88 SKILL.md field guides spanning CI/CD to FinOps. Works in Claud 4 Claude Code, Codex, OpenCode 2 2,279 tok
calven-ai/demoverse Grow a fake company's entire sales history across CRM, calls, email and Slack that moves e 4 Claude Code, Codex, OpenCode 7 3,794 tok
Abhillashjadhav/AI-PM-essential-skills Installable Claude Code plugins for AI product evaluation, model routing, guarded loops, a 4 Claude Code, Codex, OpenCode 3 1,227 tok
netresearch/netresearch-branding-skill netresearch.github.io Agent Skill for implementing Netresearch brand guidelines - colors, typography, components 4 Codex, OpenCode 1 808 tok
crimx/skills A collection of agent skills I use in real work. 4 Codex, OpenCode 1 490 tok
ca-who-codes/ultimate.UIUX.design.skills One-stop design context pack for AI coding agents — two tracks: interfaces (web/apps, comp 4 Claude Code, Codex, OpenCode 2 1,707 tok