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
ajhcs/healthcare-data-mcp 18 local MCP servers for public healthcare market intelligence: facilities, ownership, qua 9 Codex, OpenCode 1 54 tok
microsoft/github-advisory-mcp MCP tools for semantic search in github/advisory-database 9 Codex, OpenCode 1 1,159 tok
ChainBench/OpenChainBench openchainbench.com Open, reproducible benchmarks for crypto infrastructure: aggregators, bridges, blockcha 9 Claude Code, Codex, OpenCode 3 472 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
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
ychamel/RepoResident Git-native project intelligence harness for AI coding agents. Adds persistent state, codeb 9 Claude Code, Codex, OpenCode 2 1,673 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
TyrusRC/praetor Agentic pentest & red-team harness via Burp Suite MCP toolkit 9 Claude Code, Codex, Gemini CLI, OpenCode 8 12,377 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 Give any AI agent a self-custodial x402 wallet. Search the live bazaar, inspect an endpoin 9 Claude Code, Codex, OpenCode 2 387 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
IvanSkainet/arena-agent Skainet Bridge — local automation bridge for AI agents: one process, one port. MCP server 9 Codex, OpenCode 1 7,880 tok
SS-360/materialpilot Native, local-first MCP bridge for safe, editable procedural materials in Material Maker 1 9 Codex, OpenCode 1 340 tok
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 three.ws Pay-As-You-Learn tutor ledger from any AI agent — read a learning session's itemi 9 Claude Code, Codex, OpenCode 2 368 tok
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
provasign/prism provasign.dev Semantic change intelligence for coding agents — complete impact sets, edit-ready context, 9 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 12 2,274 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
NicoGenti/opencode-orchestrator-kit nicogenti.github.io Cost-aware multi-agent orchestrator kit for OpenCode CLI — one routing agent, 14 specializ 9 Codex, OpenCode 1 2,761 tok
embeddedos-org/eAI AI Layer (AIL-> eBot) can be integrated into EoS 9 Claude Code, Codex, OpenCode 2 2,239 tok
DeHor-Labs/transcreve-ai Multimodal video dossiers for agents: transcripts, frames, OCR, evidence, and RAG-ready kn 9 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 7 2,966 tok
Soverius-AI/angular-a2ui-macroquest Reference agentic application combining Angular, A2UI, generative UI, and human-in-the-loo 9 Codex, OpenCode 1 312 tok
shuaiqideyu/SecAtlas Structured Chinese web penetration knowledge base: technical cards, topics, case studies, 9 Codex, OpenCode 1 1,604 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
strapi/skills AI Agent Skills A collection of skills for AI coding agents. Skills are packaged instructi 9 Codex, OpenCode 1 337 tok
dodobrands/ai-hub 9 Claude Code, Codex, OpenCode 25 2,848 tok
MakotoUwu/ticktick-cli Agent-native CLI for TickTick — full API coverage, JSON-first, built for AI agents and hum 9 Codex, OpenCode 1 3,019 tok
myk-org/pi-config Pi orchestrator config: specialist subagents, enforcement, code review loop, workflow comm 9 Claude Code, Codex, OpenCode 2 7,430 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
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
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
noeltock/prompt-relay Route each coding task to the right model. Works with Claude Code, Codex, or both. 9 Codex, OpenCode 1 103 tok
julien777z/agent-sync-action Manage Claude, Cursor, and Codex configuration from one canonical .agents/ directory. 9 Codex, OpenCode 1 2,380 tok
MarcZxc1/qwykz A lightning-fast CLI tool built with Bun to scaffold organized Backend, Frontend, and Full 9 Codex, OpenCode 1 1,336 tok
ericxuzhesheng/Convertible-Bond-Pricing-Research This project builds an absolute pricing framework for Chinese convertible bonds using BS a 9 Codex, OpenCode 1 4,780 tok
miserylee/webnovel-handbook AI-agent handbook for Chinese webnovel writing workflows 9 Codex, OpenCode 1 2,318 tok
Habsaec/inpx-book-reader habsaec.github.io INPX Book Reader — Android client for INPX Library Server (Capacitor + Foliate) 9 Codex, OpenCode 1 17,603 tok
a-szczudlo/OpenFounders Stress test relacji wspolnikow sp. z o.o. - otwarty skill AI (Claude Code / Cowork / Codex 9 Codex, OpenCode 1 3,448 tok
quanghoangf/vibedoc Local-first project intelligence for AI-assisted development. 9 Claude Code, Codex, OpenCode 7 3,183 tok
selmakcby/jarvis 🦾 Jarvis v1 · OpenClaw + Claude Code'u ortak Markdown vault'la birleştiriyorum. Discord b 9 Claude Code, Codex, OpenCode 2 862 tok
WhiteGiverMa/meme-skills A collection of meme skills maintained according to the current agent skills open standard 9 Codex, OpenCode 1 1,989 tok
rayafriandion/dsh-oc-tui An opencode-inspired terminal UI (TUI) for DeepSeek Harness, shipped as a dsh profile app 9 Codex, OpenCode 1 2,857 tok
nirholas/nft-marketplace-mcp nirholas.github.io Browse the three.ws agent marketplace and skills catalog from any AI agent. browse_agents 9 Claude Code, Codex, OpenCode 2 369 tok
TudeOrangBiasa/design-skill Unified frontend design skill for AI coding agents. Merges impeccable routing + CommandCod 9 Codex, OpenCode 1 149 tok
SunGrow/ue-blueprint-extractor UE5 editor plugin that extracts Blueprint and StateTree data to structured JSON, with MCP 9 Codex, OpenCode 1 57 tok
agentproto/ts agentproto.sh Open agentic runtime in TypeScript — run any coding agent in the background, check its wor 9 Claude Code, Codex, OpenCode 3 5,769 tok
nirholas/ibm-x402-mcp nirholas.github.io x402 pay-per-use MCP server for IBM Granite AI — chat, code, embeddings, analysis, and tim 9 Claude Code, Codex, OpenCode 2 364 tok