How real projects configure their agents

23,799 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
robertn702/webmcp-today webmcp.today Community registry of WebMCP packages for sites that have not implemented WebMCP. 2 Claude Code, Codex, OpenCode 2 2,594 tok
vitaliemiron/cookidoo-mcp vitaliemiron.github.io Unofficial Cookidoo MCP server for AI-assisted Thermomix recipes, guided cooking, meal pla 2 Codex, OpenCode 1 5,750 tok
xyzzylabs/tc39-mcp mcp.xyzzylabs.ai MCP for the TC39 specs (not affiliated with Ecma/TC39). SHA-pinned ECMA-262 + ECMA-402, AO 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,590 tok
xyzzylabs/wasm-mcp mcp.xyzzylabs.ai MCP server for the WebAssembly specification. SHA-pinned instructions, types, sections, fu 2 Claude Code, Codex, OpenCode 2 1,002 tok
v1b3x0r/living-memory-engine viibe.to Model Context Protocol (MCP) memory server giving AI agents a persistent, shared world acr 2 Claude Code, Codex, OpenCode 3 4,740 tok
sologovision/flato-design-mcp flato.ai The native canvas runtime for AI design, connected through MCP. 2 Claude Code, Codex, OpenCode 2 378 tok
mrslbt/tabedata-mcp Japanese food nutrition for AI assistants. Bilingual JP/EN lookups across konbini, restaur 2 Codex, OpenCode 1 3,449 tok
stonematt/mcp-obsidian-cli Save chat notes from Claude Desktop to your vault — MCP on Obsidian CLI. Keep what matters 2 Claude Code, Codex, OpenCode 4 1,104 tok
rafaelcg/stripekit stripe.rafael.ltd The create-next-app of Stripe — declarative catalog reconciliation + correct-by-constructi 2 Claude Code, Codex, OpenCode 2 1,066 tok
kaiser-data/lineup Lineup — a ChatGPT App (Alpic Skybridge MCP) that turns one sentence into an event pack: e 2 Codex, OpenCode 1 32 tok
sebastienrousseau/camt053 camt053.com Read ISO 20022 camt.052, camt.053, and camt.054 bank-to-customer statements and generate v 2 Codex, OpenCode 1 858 tok
zyqzyq/Unfour unfour.dev Local-first backend troubleshooting workspace for tracing failures across API, SSH, and da 2 Codex, OpenCode 1 788 tok
nalediym/touch-grass touch-grass-xi.vercel.app A Claude Code plugin that teaches your AI agent to remind you to go outside. Weather-aware 2 Claude Code, Codex, OpenCode 2 79 tok
AUTHENSOR/AUTHENSOR authensor.com AI evaluation integrity research. We audit the benchmarks, LLM judges and scoring pipeline 2 Claude Code, Codex, Cursor, OpenCode 3 2,309 tok
xiaojiou176-open/campus-copilot xiaojiou176-open.github.io Academic decision workspace with cited study context from Canvas, Gradescope, EdStem, and 2 Claude Code, Codex, OpenCode 2 6,449 tok
antonio-mello-ai/mcp-airflow MCP server for airflow 2 Codex, OpenCode 1 589 tok
stfade/moth npmjs.com A debugging workflow plugin for AI coding agents. Turns terminal failures into source-back 2 Codex, OpenCode 1 1,253 tok
oryanmoshe/agent-skills Battle-tested skills for disciplined AI-assisted development. Task tracking, code review, 2 Claude Code, Codex, OpenCode 4 874 tok
nolindnaidoo/regex-le letools.dev Find every regex in a codebase, and report which can be driven into catastrophic backtrack 2 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 10,210 tok
partymola/fitbit-mcp modelcontextprotocol.io Retired - use google-health-mcp instead. The Fitbit Web API shuts down on 30 September 202 2 Claude Code, Codex, OpenCode 2 4,512 tok
alcylu/nightlife-mcp nightlifetokyo.com The first nightlife discovery MCP server. Search events, venues, and performers in Tokyo a 2 Claude Code, Codex, OpenCode 2 6,614 tok
rabqatab/LexLink-ko-mcp MCP server integrating the Korean National Law Information Center Open API for structured 2 Codex, OpenCode 1 3,027 tok
MarketcheckHub/marketcheck-api-mcp-apps apps.marketcheck.com Marketcheck MCP UI, embeddable apps showcase 2 Claude Code, Codex, OpenCode 2 333 tok
bitrefill/bitrefill-mcp-server bitrefill.com A Model Context Protocol Server connector for Bitrefill public API, to enable AI agents to 2 Codex, OpenCode 1 1,020 tok
shibley/mymcptools mymcptools.vercel.app MCP Server Directory - Find and compare Model Context Protocol servers 2 Claude Code, Codex, OpenCode 2 79 tok
JaviMaligno/mcp-server-bitbucket MCP server for Bitbucket API operations 2 Claude Code, Codex, OpenCode 2 1,451 tok
aby-agency/aby-claude-watcher Dashboard desktop pour monitorer en temps réel vos sessions Claude Code 2 Claude Code, Codex, OpenCode 7 18,578 tok
wunamesst/skills A curated collection of production-grade Claude Code skills. 2 Claude Code, Codex, OpenCode 2 2,039 tok
LeonMelamud/claude-code-security-review AI-powered security audit skill for code changes with false positive filtering. Based on A 2 Codex, OpenCode 1 530 tok
danhuaxiansheng/claude-code-cleanup-skills Claude Code agent skills for code cleanup, dead-code audits, necessary-code review, and pa 2 Claude Code, Codex, OpenCode 2 176 tok
dyeoman2/clerk-mcp-template A production-ready template for building Model Context Protocol (MCP) servers with Clerk a 2 Codex, OpenCode 1 314 tok
MicroMilo/awesome-claude-code-codex-papers micromilo.github.io Curated 2026 conference papers on Claude Code and Codex CLI—benchmarks, methods, failures, 2 Codex, OpenCode 1 244 tok
ceshine/git-prompts-mcp-server An MCP server that offers several commands to generate prompts based on the Git repository 2 Claude Code, Codex, OpenCode 2 596 tok
mcqua007/agents-skeleton A language-agnostic starter repo for AI-powered development. Single-source-of-truth AGENTS 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 908 tok
arch3rPro/ark-space ArkSpace is a creative workspace for orchestrating agent skills, roles, and workflows acro 2 Claude Code, Codex, OpenCode 2 1,445 tok
promobase/facebook-business-mcp MCP server implementation of Facebook Business API 2 Claude Code, Codex, Gemini CLI, OpenCode 3 284 tok
bruhsb/paperclip-mcp 2 Claude Code, Codex, OpenCode 2 5,821 tok
Avinava/document-design-system avinava.github.io A design system for documents — analytical reports, diagrams, charts, decks, and long-form 2 Codex, OpenCode 1 1,116 tok
alegerber/stockfish-lc0-mcp A TypeScript-based MCP server that exposes Stockfish and Lc0 chess engine capabilities to 2 Codex, OpenCode 1 3,296 tok
startsevdev/puer Close the lid, let it keep working — a macOS menu bar app that keeps your Mac (and your AI 2 Claude Code, Codex, OpenCode 2 171 tok
albedoweb/agmem Persistent project context for Claude Code / Codex / Cursor — searchable, local, no API ca 2 Claude Code, Codex, OpenCode 2 843 tok
dtunai/agent-skills-for-compute Agent-optimized skills for the full LLM lifecycle — pre-training, post-training (RL/DPO/RL 2 Claude Code, Codex, OpenCode 2 698 tok
1508550385junnan-bot/Magic-Agent-Global-Rules 📋 Global agent collaboration rules — 16 sections of behavioral constraints that turn AI f 2 Claude Code, Codex, OpenCode 2 5,042 tok
elixpo/claudeOps.elixpo npmjs.com Make Claude Code actually work like a senior engineer multi agents, token compression, sa 2 Claude Code, Codex, OpenCode 6 686 tok
Cerlancism/wenyan.skill Teach AI agents to read, write, debug, and migrate wenyan-lang (文言) code. An AI agent's cr 2 Claude Code, Codex, OpenCode 4 1,639 tok
beiyuii/cc-zhipu-hud Enhanced statusline for Claude Code with Zhipu AI/GLM balance tracking 2 Claude Code, Codex, OpenCode 2 1,616 tok
justinmclean/IncubatorMCP Apache Incubator IPMC oversight via MCP: health signals, release compliance, report analys 2 Codex, OpenCode 1 875 tok
pedropaulovc/claude-code-types npmjs.com TypeScript type definitions for Claude Code chat history JSONL files. 2 Claude Code, Codex, OpenCode 2 1,228 tok
aaryansinha16/Maestro Conductor for your codebases. Autonomous project management for solo developers — schedule 2 Claude Code, Codex, OpenCode 2 4,669 tok
AlphaLuppi/FAKT Application desktop open-source pour gérer devis & factures de freelance français, avec si 2 Claude Code, Codex, OpenCode 3 2,428 tok