How real projects configure their agents

32,566 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 agents8,593Claude Code6,906Git and workflow3,640Data and AI3,579Backend and APIs3,563Languages3,497Planning3,327Code review2,909Testing2,708DevOps and cloud2,500Writing and docs2,487Memory and context2,373Frontend2,320Research2,320Security2,182Project management1,993

All Claude Code32,566 Codex24,956 OpenCode23,878 GitHub Copilot3,727 Gemini CLI2,042 Cursor1,771 Windsurf203 Kiro118

Project Stars Configures Files Always loaded
theYahia/planfix-mcp npmjs.com MCP server for Planfix — tasks, contacts, project management (Russia). Part of WWmcp — 46 5 Claude Code 1 —
prashantsinghmangat/TraceBug-ai tracebug.dev 5 Claude Code 4 1,230 tok
patrickserrano/lacquer patrickserrano.github.io Go CLI + profile templates that standardize how Claude Code works across every project 5 Claude Code 3 1,859 tok
kud/mcp-trakt kud.io 🎬 Track TV & movies from Claude via Trakt — search, sync, rate, watchlist, check in & scr 5 Claude Code 1 23 tok
zeikar/hyperclaude zeikar.dev Claude Code plugin: Claude builds, Codex critiques — a gated research → plan → review → sh 5 Claude Code 1 5,002 tok
madeinoz67/madeinoz-knowledge-system madeinoz67.github.io Knowledge pack for PAI 5 Claude Code 2 1,494 tok
VirajMishra1/loadout npmjs.com Discover, curate, and activate skills across 12 coding agents—then hand off and coordinate 5 Claude Code, Codex, OpenCode 2 173 tok
yingying-chu/class-action-finder yingying-chu.github.io An AI skill for Claude, Codex, and ChatGPT that scans your email for class action settleme 5 Claude Code, Codex, OpenCode 2 3,710 tok
m-binimran/design-pack Connector-first Claude Code pack for graphic designers: Figma, Canva, Adobe Firefly, Nano 5 Claude Code 1 380 tok
po4yka/llm-wiki-skills Portable Agent Skills for building, operating, evaluating, and governing LLM-Wiki knowledg 5 Claude Code, Codex, OpenCode 2 1,329 tok
ondrej-merkun/skill-audit npmjs.com Scan every AI agent skill on your machine for prompt injection and malicious code. Fast lo 5 Claude Code, Codex, OpenCode 2 3,369 tok
Neetx/ai-research-radar AI Research Radar — Evidence-Grounded Trend Ledger for AI Systems 5 Claude Code, Codex, OpenCode 3 3,017 tok
petar-djukic/writing-skills Claude Code skills for rewriting AI-drafted prose to pass AI detectors: a measured three-s 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 9,307 tok
gerodp/hermes-productivity-skills Productivity skills tap for the Hermes agent: weekly report, time-tracking, notes, email, 5 Claude Code 1 3,809 tok
taipt1504/agent-skills Claude Code plugin for Java Spring backend — 21 skills, 9 agents, 17 hooks, TDD workflow e 5 Claude Code 2 2,818 tok
biggora/dev-team gordejev.lv Claude Code plugin that orchestrates a team of specialized AI agents for full-cycle softwa 5 Claude Code, Codex, Gemini CLI, OpenCode 3 15,400 tok
hollandkevint/data-product-operator kevintholland.com Open Claude Code skills for data product managers: discover user needs, define quality, go 5 Claude Code 1 1,441 tok
kalinbogatzevski/captain-memo captain-memo.ispcq.com Local, cross-AI memory for coding agents: Claude Code, Codex, Gemini, Antigravity, Cursor, 5 Claude Code, Codex, OpenCode 1 809 tok
fullymiddleaged/Clawness Claude Code & OpenClaw plugin, with a context-aware rules engine that injects only the rul 5 Claude Code 2 20,435 tok
The-Focus-AI/twitter-skill Claude Code plugin for Twitter/X API - OAuth 2.0 PKCE, tweets, timeline, lists, engagement 5 Claude Code, Codex, OpenCode 2 767 tok
TMHSDigital/Unity-Developer-Tools tmhsdigital.github.io AI-powered development toolkit for Unity game development in Cursor IDE. 18 skills, 8 rule 5 Claude Code, Codex, Cursor, OpenCode 3 5,202 tok
wayne930242/straw-boss Task coordination for Codex CLI and Claude Code: carry bounded work directly or dispatch H 5 Claude Code, Codex, OpenCode 2 76 tok
dwgx/claude-codex-subagent Claude Code skill for delegating scoped worker tasks to the local Codex CLI 5 Claude Code, Codex, OpenCode 2 1,662 tok
SVerITG/Metis A Research Cortex. A research companion for Claude. Your library, notes & memory stay on y 5 Claude Code, Codex, OpenCode 43 4,415 tok
AIMLPM/markcrawl Fast Python web crawler for RAG and AI ingestion. Extracts clean Markdown from any site fo 5 Claude Code 1 86 tok
NikkeTryHard/ag-cl A vibe-coded typescript implementation of the original repo: antigravity-claude-proxy 5 Claude Code 1 3,275 tok
iluvmanan/fastapi-boilerplate Enterprise grade FastAPI Boilerplate 5 Claude Code, Codex, OpenCode 2 12,319 tok
ddebixx/frontend-template 5 Claude Code, Codex, Cursor, OpenCode 9 220 tok
Lucabiz/agentscribe One source of truth for your AI agent instructions — generate and validate AGENTS.md, CLAU 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,819 tok
n24q02m/claude-plugins mcp.n24q02m.com Claude Code plugin marketplace for the n24q02m MCP servers -- install web search, memory, 5 Claude Code, Codex, OpenCode 2 1,393 tok
cloudbees-oss/devops-agent-kit Turn your AI coding assistant into a DevOps-specialized agent using the CloudBees Unify MC 5 Claude Code 2 1,522 tok
Fandhe-AI/agent-reference-skills 5 Claude Code, Codex, OpenCode 27 25,161 tok
learnwy/skills collect and create my own skills 5 Claude Code, Codex, OpenCode 2 5,245 tok
autoworks-ai/autovault autovault.dev Local-first vault for agent skills with MCP, validation, signing, and remote HTTP access 5 Claude Code, Codex, OpenCode 2 3,398 tok
2501-ai/vmware-mcp VMWare MCP server for LLMs 5 Claude Code 1 463 tok
andyleimc-source/tencent-ad-mcp MCP server for Tencent Ads Marketing API v3.0 — 358 tools 5 Claude Code 1 309 tok
lkh081231/screenshot-feedback-hook-mcp Let your coding agent SEE what it builds. Cross-platform screenshot feedback for AI agents 5 Claude Code 2 2,933 tok
ladla90077-web/solidworks-mcp SolidWorks 2022 MCP server: run, test and auto-fix VBA macros via COM. Self-improving know 5 Claude Code 1 552 tok
loreum-app/loreum Open source worldbuilding platform. Characters, knowledge graph, timeline, lore wiki, stor 5 Claude Code 1 1,819 tok
nikan/elorus-mcp An MCP for the Elorus billing and expense management app 5 Claude Code, Codex, OpenCode 4 1,719 tok
dwgx/SmartCLI dwgx.github.io Three Agent Skills over one pluggable PTY + pyte core: drive TUIs, design terminal effects 5 Claude Code 1 5,158 tok
cyanheads/usaspending-mcp-server npmjs.com Access US federal award, recipient, agency, and spending analytics data from USAspending.g 5 Claude Code, Codex, OpenCode 2 16,508 tok
searchstefano/agenticschema searchstefano.github.io Turn Schema.org, JSON-LD, RDFa and Microdata into tools for AI agents. Zero backend, brows 5 Claude Code, Codex 2 —
orieg/yaml-workflow orieg.github.io A lightweight, powerful, and flexible workflow engine that executes tasks defined in YAML 5 Claude Code, Codex, OpenCode 5 968 tok
cyanheads/noaa-climate-mcp-server npmjs.com Search NOAA CDO stations and datasets, fetch historical weather observations via MCP. STDI 5 Claude Code, Codex, OpenCode 2 16,392 tok
yiminspace/quarry yiminspace.github.io A native database workbench for people and agents, with a CLI, browser UI, and MCP server. 5 Claude Code, Codex, OpenCode 2 1,214 tok
cfrs2005/mcp-gs-robot MCP Server for Gausium Robot OpenAPI - Control and monitor Gausium cleaning robots through 5 Claude Code 1 1,746 tok
antonzherdev/mcp-web-inspector 5 Claude Code, Codex, OpenCode 2 3,378 tok
vibegui/awesome-ai-native-cloudflare-app five-dollar-stack.pages.dev AI-native apps on Cloudflare Workers: one Worker = HTTP app + MCP server + MCP-App UI (dec 5 Claude Code 1 1,918 tok
dinglebear-ai/runifi npmjs.com Rust MCP server and CLI for UniFi Network controllers, exposing REST-backed network operat 5 Claude Code, Codex, Gemini CLI, OpenCode 4 4,035 tok