How real projects configure their agents

32,564 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
phuongrealmax/code-guardian codeguardian.studio Code Guardian Studio – AI-powered code refactor engine for large repositories, built on Cl 9 Claude Code 8 —
shannonbay/Conductor Persistent goals for Claude Code, like "keep my inbox under control". Fresh agent runs on 9 Claude Code 1 4,675 tok
danielscholl-osdu/osdu-mcp-server A MCP server that communicates to an OSDU Instance 9 Claude Code, GitHub Copilot 6 1,918 tok
GhostTypes/pokemon-go-mcp MCP Server for Pokemon Go 9 Claude Code 20 1,442 tok
ilyannn/wallos-mcp MCP for the Wallos subscription management app 9 Claude Code 1 1,912 tok
dinglebear-ai/labby npmjs.com Rust homelab control plane and Labby MCP gateway for agents, plugins, registries, stash wo 9 Claude Code, Codex, Gemini CLI, OpenCode 4 1,788 tok
askads/mcp-yandex-wordstat npmjs.com MCP server for Yandex Wordstat — search query statistics: frequency, related phrases, tren 9 Claude Code 1 1,930 tok
theserverlessdev/wsc wsc.theserverless.dev Prose linter + AI-slop detector: weasel words, passive voice, hedging, and 190+ research-c 9 Claude Code 1 1,661 tok
zander-zyx/java-development-skill A cross-tool AI agent skill for Java + Spring Boot: dev conventions, code review, testing, 9 Claude Code, Codex, OpenCode 2 1,538 tok
dimamak/sdp dimamak.github.io Nobody has the time - or the will - to sit down and write a post every day. Social Daily P 9 Claude Code 1 220 tok
smith-network-solutions/threadknot A desktop app that runs Claude Code, Codex and Kimi. Your machines find each other over yo 9 Claude Code 1 2,159 tok
ychamel/RepoResident Git-native project intelligence harness for AI coding agents. Adds persistent state, codeb 9 Claude Code, Codex, OpenCode 2 1,673 tok
sergio-farfan/OCI-draw.io-Architect Claude Code plugin that generates draw.io OCI architecture diagrams from Terraform configs 9 Claude Code 1 6,206 tok
CitiesSkylinesModding/agents-plugins 🤖 Drive your Coherent Gameface game's UI with a Claude/Codex plugin with an MCP server an 9 Claude Code, Codex, OpenCode 3 3,364 tok
IgnazioDS/Substak-MCP Substack MCP server for AI clients (Claude, Cursor, Codex, Windsurf) — draft, publish, sch 9 Claude Code, Codex, OpenCode 2 5,232 tok
rollecode/timely-mcp-server MCP server for time tracking API. Connects Claude Code (or any MCP client) to your Timely 9 Claude Code 1 316 tok
TyrusRC/praetor Agentic pentest & red-team harness via Burp Suite MCP toolkit 9 Claude Code, Codex, Gemini CLI, OpenCode 8 12,377 tok
FlorianBruniaux/cc-skill-usage Retroactive Claude Code Skill usage analytics. Single-file Python CLI, reads your existing 9 Claude Code 1 1,606 tok
jeffjjohnston/counterpoise-ledger counterpoise.newmatter.net Self-hosted double-entry personal finance: multiple books, investments with FIFO lots, Pla 9 Claude Code, Codex, OpenCode 3 4,183 tok
nirholas/x402-payments-mcp nirholas.github.io MCP server that lets an agent search the x402 bazaar and pay for services from its own Sol 9 Claude Code, Codex, OpenCode 2 387 tok
zykooooooooo/SeekMoney-ai 🔍 Discover user pain points on social media with AI-driven clustering and analysis for ta 9 Claude Code 1 2,178 tok
IsmaelMartinez/delegate-local Claude Code skill that delegates summarisation, log triage, and bulk-text tasks to local m 9 Claude Code, Codex, OpenCode 3 2,976 tok
lulin70/carrymem Your portable AI memory — preferences, decisions, and corrections that follow you across m 9 Claude Code 1 3,772 tok
HalemoGPA/whatsapp-mcp-server Authenticated, self-hosted WhatsApp MCP server that serves 96 tools for the token cost of 9 Claude Code 4 2,392 tok
guvense/hellyee Make music in Ableton Live by talking to Claude — mixes and masters by actually reading th 9 Claude Code 8 —
stoa-platform/stoa gostoa.dev 🏛️ The European Agent Gateway — Open-source MCP Gateway for Enterprise AI | gostoa.dev 9 Claude Code, Codex, OpenCode 40 3,981 tok
nirholas/ai-tutor-mcp nirholas.github.io MCP server for the three.ws Pay-As-You-Learn tutor ledger: read a session tab and close it 9 Claude Code, Codex, OpenCode 2 368 tok
TsukumoHQ/dokan tsukumo.ch dokan conduit — agent-operated deterministic script runtime in Docker. MCP control plane + 9 Claude Code 3 —
hjl2004-10/Agent-Worlds Multi-Agent OS for LLM-powered NPCs — AI characters live, wander, and talk autonomously in 9 Claude Code, Codex, OpenCode 2 7,749 tok
vucinatim/air-jam airjam.io Open-source framework for phone-controller multiplayer party games, built for AI-assisted 9 Claude Code, Codex, OpenCode 2 2,616 tok
embeddedos-org/eAI AI Layer (AIL-> eBot) can be integrated into EoS 9 Claude Code, Codex, OpenCode 2 2,239 tok
hermes-labs-ai/hermeneutic hermes-labs.ai Turn corrections from AI agent logs into guidance for similar tasks. Local memory with sem 9 Claude Code, Codex, OpenCode 3 1,663 tok
99x-Projects/ai-dlc-base Standard rule set builder for projects to govern the AI-DLC workflow at 99x 9 Claude Code, GitHub Copilot 2 1,004 tok
dvarahq/evals4j dvarahq.com LLM evaluation for Java — LLM-as-judge, RAG, agent-trajectory and structured-output evalua 9 Claude Code 1 1,095 tok
dodobrands/ai-hub 9 Claude Code, Codex, OpenCode 25 2,848 tok
aws-samples/sample-eks-operation-review-skill This samples provide a read-only Claude Code skill that assesses a live Amazon EKS cluster 9 Claude Code 2 239 tok
krishagel/geoffrey Personal AI infrastructure built on Claude Code 9 Claude Code 1 3,828 tok
myk-org/pi-config Pi orchestrator config: specialist subagents, enforcement, code review loop, workflow comm 9 Claude Code, Codex, OpenCode 2 7,809 tok
flitzrrr/frontend-design-skills Opinionated web design skills from curated sources — one install, every major AI coding to 9 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 1,588 tok
harun-yardimci/agentflow AI agent orchestration platform — pipeline-based task runner for Claude, Codex, and Gemini 9 Claude Code, Gemini CLI 2 1,186 tok
PerIPan/OpenWhisperer openwhisperer.com voice mode for AI CLIs — local STT (Whisper) + TTS (Pocket) on the Apple Neural Engine, ha 9 Claude Code, Codex, OpenCode 3 17,983 tok
canonical/use-workshop-skill Agentic skill set to use Workshop. 9 Claude Code 3 —
luoli523/guige-skills Skills gradually refined by Gui Ge after organizing and using various skills; continuously 9 Claude Code, Codex, OpenCode 2 807 tok
Emily2040/frontend-no-slop 9 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 5 416 tok
SafetyMP/Autonomous-EHS-Management autonomous-ehs-management.vercel.app Self-hosted incident to verified CAPA, with a TRIR that uses annual hours when the month g 9 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 24 2,203 tok
trojava/spec-driven-dev-kit Framework für Spec-Driven-Development. Fokus auf Greenfield-Projekte 9 Claude Code, Codex, OpenCode 13 2,946 tok
Lucaswangzcx/read-paper 9 Claude Code 1 699 tok
jmcmeen/python-backend A template for backend architecture in Python 9 Claude Code 1 1,197 tok
dmorrill/gmail-mcp-multi a Gmail MCP server with native multi-account support. Manage multiple Gmail accounts from 9 Claude Code 1 248 tok
quanghoangf/vibedoc Local-first project intelligence for AI-assisted development. 9 Claude Code, Codex, OpenCode 7 3,183 tok