How real projects configure their agents

23,761 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
resolve-ai-oss/resolve-ai-plugins 4 Claude Code, Codex, OpenCode 2 1,016 tok
vishalsachdev/claude-code-skills Professional skills for Claude Code following the Agent Skills open specification 4 Codex, OpenCode 1 471 tok
donnfelker/donnfelker-plugin-marketplace 4 Claude Code, Codex, OpenCode 2 2,124 tok
nickytonline/pimp-my-ride-mcp An MCP server that allows you to configure a car 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 3,846 tok
ythalorossy/openfda 4 Claude Code, Codex, OpenCode 2 13,347 tok
johnnyzhoujz/pin-it-public justpinit.xyz A local Mac pinboard for saving anything you want to reuse with any AI. 4 Claude Code, Codex, OpenCode 2 510 tok
foundry-works/foundry-mcp foundry-mcp 4 Claude Code, Codex, OpenCode 2 4,413 tok
EoinFalconer/granola-mcp-server 4 Codex, OpenCode 1 1,465 tok
jweingardt12/BaseClaw jweingardt12.github.io Win your fantasy league, with the help of AI. Allows for Claude/OpenClaw management of you 4 Claude Code, Codex, OpenCode 2 4,647 tok
manojbajaj95/agent-knowledge-cards Filesystem-first knowledge cards for coding agents; durable facts as trusted memory. Save 4 Codex, OpenCode 1 879 tok
marcusquinn/quickfile-mcp MCP server for QuickFile UK accounting software - invoices, clients, purchases, banking, a 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 867 tok
prikotov/moex-mcp-server 4 Codex, OpenCode 1 346 tok
AgiMaulana/HuaweiAppGalleryMcp 4 Codex, OpenCode 2 581 tok
bmdhodl/agent47 agentguard47.com Python runtime checks for AI agents: budgets, loops, retries, and local traces. Zero runti 4 Claude Code, Codex, GitHub Copilot, OpenCode 11 6,645 tok
cyanheads/openfda-mcp-server npmjs.com Query FDA data on drugs, food, devices, and recalls via openFDA. STDIO or Streamable HTTP. 4 Claude Code, Codex, OpenCode 2 16,122 tok
AdelElo13/neuromcp npmjs.com Semantic memory for AI agents — local-first MCP server with hybrid search, governance, and 4 Claude Code, Codex, OpenCode 2 1,832 tok
davidmosiah/google-ads-mcp-unofficial npmjs.com Unofficial MCP server for Google Ads — campaign management, keyword/bid optimization, budg 4 Codex, OpenCode 1 851 tok
GifariKemal/argus-web-mcp Argus — SURIOTA self-hosted web fetch/scrape/search MCP (20 tools, unlimited, owned). Repl 4 Claude Code, Codex, OpenCode 2 3,820 tok
Digital-Defiance/ai-capabilities-suite digital-defiance.github.io Give AI agents superpowers with MCP servers for capabilities they've never had before. 4 Codex, OpenCode 1 105 tok
phishark-git/phishark-playwright-mcp Playwright MCP with PhiShark preflight and browser-deep protection 4 Claude Code, Codex, OpenCode 2 643 tok
larsbaunwall/Unlinked Bring your LinkedIn professional profile into AI assistants 4 Claude Code, Codex, OpenCode 5 2,615 tok
dinglebear-ai/cortex npmjs.com Rust MCP/HTTP log aggregation platform for homelab syslog, Docker logs, OTLP ingest, SQLit 4 Claude Code, Codex, Gemini CLI, OpenCode 4 1,672 tok
dinglebear-ai/rarcane npmjs.com Rust MCP server and CLI for Arcane Docker/container management, with action-dispatched too 4 Claude Code, Codex, Gemini CLI, OpenCode 4 4,903 tok
Arjun0606/smolanalytics smolanalytics.com End-to-end tests without test code. Write one sentence, an agent drives a real browser on 4 Codex, OpenCode 1 530 tok
Ask-812/oswright MCP server for Windows desktop automation. Incremental perception instead of a screenshot 4 Codex, GitHub Copilot, OpenCode 2 1,604 tok
PrintrFi/printr-mcp printrfi.github.io Printr mcp server for AI agents 4 Claude Code, Codex, OpenCode 5 923 tok
ShinyDapps/l402-kit shinydapps-api.vercel.app The simplest way to charge for your API in Bitcoin sats. 3 lines of code. TypeScript + Pyt 4 Claude Code, Codex, OpenCode 2 3,297 tok
WhenLabs-org/when Six tools. One install. The WhenLabs developer toolkit. 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,498 tok
Apomera/AlloFlow apomera.github.io AI-powered instructional differentiation engine that runs in Gemini canvas preview mode. A 4 Claude Code, Codex, Gemini CLI, OpenCode 11 1,842 tok
Bortlesboat/bitcoin-mcp 50 standard Bitcoin tools for MCP agents, with 6 prompts and 8 resources. Uses a local nod 4 Codex, GitHub Copilot, OpenCode 2 863 tok
MuhDur/oraclemcp durakovic.ai Safe-by-default Oracle Database MCP server, in pure Rust — fail-closed SQL guard, engine-f 4 Codex, OpenCode 1 3,892 tok
cyanheads/crossref-mcp-server npmjs.com Resolve DOIs, search ~188M scholarly works, and fetch references via the Crossref REST API 4 Claude Code, Codex, OpenCode 2 20,436 tok
cyanheads/brapi-mcp-server npmjs.com A collaborative BrAPI v2.1 workspace for multi-agent research via MCP. Search studies, ger 4 Claude Code, Codex, OpenCode 2 21,104 tok
lucasmella-stack/misMEM Memoria persistente cooperativa para LLMs: una SQLite + MCP. Tres capas (episodios → recue 4 Claude Code, Codex, OpenCode 2 5,962 tok
edithatogo/mchs edithatogo.github.io Software tools for IHACPA National Weighted Activity Unit microcosting and health-service 4 Codex, OpenCode 1 86 tok
josesepulvedapino/zahori npmjs.com Find the media stream behind any web page: browser-driven HLS/DASH/MP4 resolution with lea 4 Codex, OpenCode 1 421 tok
kozmos-tech/inhalt inhalt.tech MCP-native headless CMS with typed schemas, drafts, and a clean read API. 4 Claude Code, Codex, OpenCode 2 79 tok
rn-devtools-hub/rn-devtools-hub rn-devtools-hub.github.io The agent runtime for React Native and Expo: an MCP server that sees the app the way React 4 Claude Code, Codex, OpenCode 4 4,962 tok
warwickwood-cell/gengeo-agent-registry gengeo.co Machine-readable merchant verification infrastructure for AI shopping agents and agentic c 4 Codex, OpenCode 1 142 tok
totonga/odsbox-jaquel-mcp MCP server to work with odsbox to access ASAM ODS HTTP API. 4 Codex, OpenCode 1 63 tok
mrgnfndr-dr/mind-clone Turn any public author into a grounded AI clone you can ask. Built from their public conte 4 Codex, OpenCode 1 1,747 tok
ivuorinen/skills Nitpicker — a hostile audit toolkit for coding agents. One skill, one entry point, a full 4 Claude Code, Codex, GitHub Copilot, OpenCode 8 6,117 tok
tasktimepro/tasktime tasktime.pro Agent-ready local-first tasks, time tracking, expenses, and invoicing for freelancers. 4 Claude Code, Codex, GitHub Copilot, OpenCode 16 4,827 tok
emaballarin/ccplugins ✨ Personal plugins for Claude Code (& friends)... maybe worth sharing! 4 Claude Code, Codex, OpenCode 2 141 tok
stealth-factory/skills Agent skills we use daily in the studio — reusable, on-demand context for Claude Code, Cur 4 Claude Code, Codex, OpenCode 2 3,028 tok
dbhq-uk/legwork-skill skills.dbhq.uk Decision-research skill for Claude Code and Codex - every claim states how well it is supp 4 Claude Code, Codex, OpenCode 1 2,234 tok
JZKK720/cubecloud-skills-bundle-kit One-command setup for a full VS Code Copilot Chat agent-skills stack on Windows - 254 bund 4 Codex, GitHub Copilot, OpenCode 2 2,817 tok
gaia-research/gaia-skill-heaven gaia-research.github.io Skill Heaven -- for real software engineers. Agent Plugin that treats your skills like RAM 4 Claude Code, Codex, OpenCode 2 4,444 tok
obeone/claude-skills 🧠 Modular skills for autonomous AI agents. Production-ready Docker & Kubernetes tooling w 4 Codex, OpenCode 1 1,960 tok
patriarchal-boothose896/notebooklm-py Provide full Python API access to NotebookLM features, including advanced functions beyond 4 Claude Code, Codex, OpenCode 2 2,470 tok