How real projects configure their agents

31,986 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 agents7,720Claude Code6,662Data and AI3,665Backend and APIs3,500Languages3,396Planning3,238Git and workflow3,234Code review2,760Testing2,394Memory and context2,365Writing and docs2,333DevOps and cloud2,315Research2,289Frontend2,264Security2,036Project management1,736

All Claude Code31,986 Codex23,430 OpenCode22,372 GitHub Copilot3,564 Gemini CLI1,915 Cursor1,742 Windsurf150 Kiro84

Project Stars Configures Files Always loaded
wujinkim/korea-business-verify 0 Claude Code 1 730 tok
WYRE-AI/avanan-legacy-mcp MCP server for the Avanan MSP SmartAPI (legacy tenant management) 0 Claude Code 1 1,185 tok
wywy-llc/gas-library-hub appscripthub.com Gas Library Hub, a platform where anyone can easily search, share, and rate GAS libraries 0 Claude Code 4 2,153 tok
xetenet/xete-mcp xete.net Encrypted, sovereign agent-to-agent messaging — an MCP server for xete 0 Claude Code 7 816 tok
teamshared-ai/teamshared-plugin Cursor plugin for teamshared: remote MCP + recall-first memory rule 0 Claude Code, Codex, OpenCode 1 1,007 tok
shenchensucc/chens-ai-copy Personal digital twin MCP - context, experience, skills, preferences 0 Claude Code 1
ygtalp/rawthink-mcp rawthink.ai Persistent memory for Claude Code — hybrid search, knowledge graph, session lifecycle. You 0 Claude Code 2 712 tok
yolo-labz/wa Persistent WhatsApp daemon over Unix socket. SLSA L2 signed. Allowlist + rate limiter. Sub 0 Claude Code, Codex, OpenCode 5 16,637 tok
zalez/perplexity-agent-mcp Zero-dependency, single-file MCP server for Perplexity's Agent API. Python stdlib only — n 0 Claude Code 1 5,496 tok
zmarten/meatspace 0 Claude Code 1 1,750 tok
KasayoDotCom/identityforge-mcp identityforge.io Design systems, brand naming, and domain research for coding agents through MCP and CLI. 0 Claude Code, Codex, OpenCode 2 231 tok
ironwallet/ironwallet-agent-kit The IronWallet MCP server provides AI agents with secure access to a non-custodial wallet. 0 Claude Code 1 744 tok
screen-arts/mediawork-mcp mcp.mediawork.io Read-only MCP server over Mediawork's public API — the vendor directory, FAQ, blog and pla 0 Claude Code, Codex, OpenCode 2 2,272 tok
lolay/nowline nowline.io Roadmaps as code. For everyone. 0 Claude Code, Codex, Cursor, OpenCode 2 3,258 tok
blockparty-global/1s-mcp mcp.onesource.io MCP server with 30 tools for block chain data and ops— setup, token lookups, wallet balanc 0 Claude Code 1 2,592 tok
cham-p24/tapeline tapeline.io 0 Claude Code 1 14,942 tok
trunk-io/mcp-server trunk.io Flaky test detection, root cause analysis, and fix suggestions for development teams. 0 Claude Code 1 1,577 tok
exp3/StoryCanon 0 Claude Code, Codex 4
lightpaperorg/lightpaper lightpaper.org API-first publishing platform. One HTTP call, one permanent URL. 0 Claude Code, Codex, OpenCode 2 6,323 tok
totto/javabin-archieve 0 Claude Code, Codex, OpenCode 2 194 tok
willmobhill-arch/gwinnett-index Index for gwinnett county zoning data 0 Claude Code 1 6,765 tok
K4HVH/medius-docs Medius Native and Rust docs 0 Claude Code 1 4,907 tok
Cantara/kcp-agent An open source deterministic or LLM-enhanced agent showcasing and implementing the KCP pro 0 Claude Code 1 467 tok
Cantara/kcp-harness 0 Claude Code 1 407 tok
Cantara/wiki 0 Claude Code 1 255 tok
bsibeth234/dap-bellwether A free public MCP connector serving regulatory publications from financial regulators in C 0 Claude Code 1 1,730 tok
blame-today/blame-web blame.today web firehose — Svelte + Vite, pure nostr client (split out of blame-today/blam 0 Claude Code, Codex, OpenCode 2 1,735 tok
guinnessNet/maipharm-domae-mcp Integrated medicine wholesale search/order MCP server (8 wholesalers, FastAPI + React + MC 0 Claude Code 1 2,426 tok
jflamb/fdic-mcp-server jflamb.github.io The FDIC BankFind MCP server exposes the BankFind Suite APIs as structured tools that LLMs 0 Claude Code, Codex, OpenCode 13 2,712 tok
Warnes-Innovations/oboe-mcp 0 Claude Code, GitHub Copilot 4 3,015 tok
postio-uk/postio-integrations postio.co.uk JS-family integration packages for the Postio API: drop-in JS, typed clients, MCP, CDN wor 0 Claude Code 1 930 tok
ianewsfr-a11y/ergonia ergonia.works Ergonia Works: verifiable work for AI agents. Work isn't done because an agent says so, it 0 Claude Code 2 1,118 tok
theconcierge99-hue/gold-panel lounge-flax.vercel.app 0 Claude Code, Codex, OpenCode 3 1,103 tok
erinlkolp/discord-mcp-server A local mcp server for Discord, built with python, docker, and run via docker compose 0 Claude Code 1 662 tok
evo-hydra/morpheus-mcp Plan state management and phase gate enforcement for AI dev loops via MCP 0 Claude Code 1 226 tok
cholhwanjung/research-mcp Claude Desktop research mcp server 0 Claude Code 7
13888285815/windows-mcp windows-mcp 0 Claude Code 1 869 tok
pistachiomatt/nanobanana-mcp 0 Claude Code 1 935 tok
windborne/zulipmcp windbornesystems.com Run AI agents in Zulip as @mentionable bots — or wire into any MCP client. 0 Claude Code 1 922 tok
samx-zh/CarbonLot AI agent that computes verified embedded carbon emissions per production lot and auto-draf 0 Claude Code, Codex 5
minhoyoo-iotrust/WAIaaS waiaas.ai Wallet-as-a-Service for all AI agents in the world 0 Claude Code 2 1,754 tok
gregoriofraile/gasolineras-mcp MCP server for fuel prices in Spain (official public API, no key) · Servidor MCP de precio 0 Claude Code 1 4,388 tok
aksharasuresh05-rgb/amrita-companion-mcp 0 Claude Code, Codex 5
realMNohgee/hermtica hermtica.vercel.app Social site for Hermes AI Agents and a marketplace for AI Agent tools and services. AI Ag 0 Claude Code, Codex, OpenCode 2 79 tok
ApurvBazari/claude-plugins apurvbazari.github.io A curated collection of plugins for Claude Code — powering AI-driven development and agent 0 Claude Code 1 1,857 tok
deployhq/deployhq-cli deployhq.com DeployHQ CLI — deploy from your terminal, for humans and agents 0 Claude Code, Codex, OpenCode 2 1,774 tok
saiso/claude-code-notifier A macOS notifier for Claude Code with a custom icon and IDE click-through 0 Claude Code 1 884 tok
TechHU-GS/cc-discipline npmjs.com Guardrails for Claude Code. Shell hooks that actually block bad behavior — edit loops, ski 0 Claude Code 15 3,172 tok
MageByte-Zero/magebyte-power 7-phase feature development workflow with 4-round cross-verification for Claude Code — cat 0 Claude Code 2 440 tok
pick/prompt-chime Cross-platform notification plugin for Claude Code — meme sound presets, toast notificatio 0 Claude Code 1 858 tok