How real projects configure their agents

24,815 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
Detective-XH/DocGraph Govern your documents like code. MCP server that indexes .md/.docx/.html/.pdf into a SQLit 9 Codex, OpenCode 1 1,698 tok
ZHANG-923-ZE/origin-MCP Configure MCP to call Origin on opencode for image generation. 9 Codex, OpenCode 1 6,584 tok
hrshx3o5o6/brocogni npmjs.com semantic browser observation for AI agents via MCP, 100% local, zero telemetry 9 Codex, OpenCode 1 1,200 tok
scylladb/agent-skills scylladb.com Official ScyllaDB Agent Skills 9 Claude Code, Codex, OpenCode 2 2,714 tok
christoph-hart/hise_mcp_server A MCP Server for AI Agents that verifies API methods & component properties 9 Codex, OpenCode 1 1,536 tok
danieljustus/symaira-eraseme symaira.com Automated data broker removal tool ⌫ close your accounts, erase your data. 9 Codex, OpenCode 1 3,096 tok
gaelic-ghost/socket macOS Agent Workflows, Research, & Experiments 9 Codex, OpenCode 1 741 tok
samzong/agent-brains Personal agent brain catalog for coding agents: AGENTS.md, SOUL.md, MEMORY.md, skills, wor 9 Codex, OpenCode 1 547 tok
sichengchen/apple-calendar-cli Access Apple Calendar through CLI. Fully in Swift via EventKit (not Apple Script). 9 Codex, OpenCode 1 585 tok
inoX-Network/claude-code-safety-guard 3-level override system for Claude Code - prevents destructive system operations. Born fro 9 Claude Code, Codex, OpenCode 2 1,224 tok
dzivkovi/video-intel Gemini watches your YouTube channels: mind maps, transcripts that include what was on scre 9 Claude Code, Codex, OpenCode 3 19,406 tok
nikzlabs/shipit ship-it.ai Self-hosted, chat-driven IDE for running coding agents through your real engineering loop 9 Claude Code, Codex, OpenCode 17 12,703 tok
anivar/jest-skill skills.sh AI agent skill for Jest 29/30 — 28 rules: mocks, async, timers, snapshots, CI. Works with 9 Codex, OpenCode 1 5,734 tok
spuentesp/lain High-performance MCP server for AI coding agents: persistent knowledge graph, blast radius 9 Codex, GitHub Copilot, OpenCode 2 2,373 tok
nirholas/x402-facilitator x402 payment facilitator — verifies and settles EIP-3009 micropayments multichain. v2 faci 9 Claude Code, Codex, OpenCode 2 551 tok
openSUSE/openSUSE-packaging-skill en.opensuse.org Agent skill for authoring, updating, building, and submitting openSUSE RPM packages via OB 9 Codex, OpenCode 1 1,682 tok
pppop00/Equity-Research-Company Harnessed Equity Research Team for fundamental analysis reports. 9 Claude Code, Codex, OpenCode 3 4,536 tok
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
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
stefanoskarakasis/Product-Marketing-Skills stefanoskarakasis.substack.com Product Marketing skills for Claude Code and AI agents: agentic skills, commands, and plug 9 Claude Code, Codex, OpenCode 2 1,467 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
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
drohi-r/companion-mcp ecube-entertainment.com MCP server for Bitfocus Companion with 53 tools for verified button control, styling, pres 9 Codex, OpenCode 1 249 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