How real projects configure their agents

22,198 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 agents7,609Claude Code6,644Data and AI3,677Backend and APIs3,502Languages3,403Planning3,220Git and workflow3,193Code review2,743Testing2,377Memory and context2,363DevOps and cloud2,314Writing and docs2,311Research2,293Frontend2,259Security2,022Productivity1,721

All Claude Code32,006 Codex23,251 OpenCode22,198 GitHub Copilot3,552 Gemini CLI1,917 Cursor1,737 Windsurf138 Kiro81

Project Stars Configures Files Always loaded
obeone/claude-skills 🧠 Modular skills for autonomous AI agents. Production-ready Docker & Kubernetes tooling w 4 Claude Code, Codex, OpenCode 2 1,803 tok
Cadasto/openehr-assistant-plugin cadasto.github.io openEHR assistant AI plugin suite with Skills, commands, and MCP server configuration for 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,386 tok
VirajMishra1/loadout npmjs.com Discover, curate, and activate skills across 12 coding agents—then hand off and coordinate 4 Claude Code, Codex, OpenCode 2 173 tok
aipickgold/md2card aipickgold.com 🎴 Xiaohongshu graphic card generator · Convert Markdown to 3:4 cards with one click · 55+ 4 Claude Code, Codex, OpenCode 2 919 tok
apideck-libraries/api-skills developers.apideck.com One abstraction, 146 SaaS connectors. Agent skills for Apideck's Unified API — integrate S 4 Codex, OpenCode 1 975 tok
Neetx/ai-research-radar AI Research Radar — Evidence-Grounded Trend Ledger for AI Systems 4 Claude Code, Codex, OpenCode 3 2,905 tok
petar-djukic/writing-skills Claude Code skills for rewriting AI-drafted prose to pass AI detectors: a measured three-s 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 9,300 tok
Endokelp/DecisionCouncil skills.sh Evidence-bound multi-agent council for Cursor and Claude Code. Scout (last30days), Advocat 4 Codex, OpenCode 1 194 tok
beriktassuly/solana-audit-skill Evidence-backed Solana audit skill for Claude Code and Agent Skills: report-backed taxonom 4 Codex, OpenCode 1 279 tok
TreatTrick/skill-sync treattrick.github.io ❯ Open-source desktop app to sync Claude Code, Codex, and AI agent skills across computers 4 Claude Code, Codex, OpenCode 2 2,738 tok
punt-labs/quarry Locally hosted semantic search for AI agents. 20+ document formats, hybrid search, agent m 4 Claude Code, Codex, GitHub Copilot, OpenCode 5 11,144 tok
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
broomva/skills skills.sh Broomva agent-skills monorepo — 48 Tier-2 skills compatible with Claude Code, Codex, Curso 4 Codex, OpenCode 1 402 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
xsolla/xsolla-ai-kit xsolla.com Xsolla agent skills for AI coding tools — Claude Code, Copilot, Codex CLI, Windsurf and mo 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,733 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
novuhq/skills novu.co Novu Skill Set for AI Agents 4 Codex, OpenCode 1 1,470 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
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 7,106 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
AmanKtyr/Tailor npmjs.com Stop vibe-coding bloat & token waste. Unified AI Coding-Agent & Spec-Driven Development (S 4 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 23 3,693 tok
cyanheads/noaa-climate-mcp-server npmjs.com Search NOAA CDO stations and datasets, fetch historical weather observations via MCP. STDI 4 Claude Code, Codex, OpenCode 2 12,594 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