How real projects configure their agents

24,842 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
chrischall/resy-mcp 2 Claude Code, Codex, OpenCode 2 5,269 tok
cyanheads/anime-mcp-server npmjs.com Search anime/manga, get full detail, franchise watch order, seasonal schedule, characters, 2 Claude Code, Codex, OpenCode 2 15,728 tok
cyanheads/epa-mcp-server npmjs.com Access EPA environmental data — facility compliance (ECHO), toxic releases (TRI), Superfun 2 Claude Code, Codex, OpenCode 2 15,902 tok
cyanheads/federal-regulations-mcp-server npmjs.com Search and trace US federal rules across the Federal Register (proposed/final rules and no 2 Claude Code, Codex, OpenCode 2 15,832 tok
cyanheads/bluesky-mcp-server npmjs.com Search posts, profiles, feeds, threads, and trending topics on Bluesky via MCP. STDIO or S 2 Claude Code, Codex, OpenCode 2 14,986 tok
cyanheads/chembl-mcp-server npmjs.com Link compounds to protein targets, rank bioactivity (IC50/Ki/EC50), and look up drug mecha 2 Claude Code, Codex, OpenCode 2 23,320 tok
cyanheads/congressgov-mcp-server npmjs.com Access U.S. congressional data (bills, votes, members, committees) via MCP. STDIO or Strea 2 Claude Code, Codex, OpenCode 2 21,860 tok
cyanheads/fbi-crime-mcp-server npmjs.com Exposes the FBI Crime Data Explorer API — monthly UCR offense rates and counts, hate crime 2 Claude Code, Codex, OpenCode 2 16,016 tok
cyanheads/fema-mcp-server npmjs.com Query FEMA disaster declarations, public assistance grants, housing aid, and NFIP flood in 2 Claude Code, Codex, OpenCode 2 14,662 tok
dfch/biz.dfch.SpecMgr d-fens.ch An ISO 29148 based artifact manager for system specifications. 2 Codex, OpenCode 27 34,576 tok
davidmosiah/delx-memory npmjs.com Local-first persistent memory layer for AI agents. SQLite-backed, MCP-compatible, cross-ag 2 Codex, OpenCode 1 416 tok
ex3lite/mcp_rzd_tickets 2 Codex, OpenCode 1 115 tok
guillem/stallhunt Linux-first command-line performance triage 2 Codex, OpenCode 1 1,984 tok
gulmezeren2-byte/erp-report-engine A provably read-only SQL layer for AI agents (MCP) and weekly reports — over the database 2 Codex, GitHub Copilot, OpenCode 2 2,244 tok
hannasdev/mcp-writing MCP service for AI-assisted reasoning and editing on long-form fiction projects 2 Claude Code, Codex, GitHub Copilot, OpenCode 5 2,156 tok
keel-trade/keel-trade usekeel.io Keel — CLI and MCP server for AI-driven crypto strategy development on Hyperliquid 2 Codex, OpenCode 1 4,020 tok
linxule/durable-thinking Persistent Sequential Thinking MCP server on Cloudflare Workers + Durable Objects — though 2 Claude Code, Codex, OpenCode 2 892 tok
mlorentedev/pdf-modifier-mcp MCP server + CLI for PDF text replacement with font style preservation 2 Codex, OpenCode 1 2,155 tok
nkiyohara/corresync corresync.org Local-first MCP server and CLI for email and calendars across Outlook, Gmail, Microsoft 36 2 Codex, OpenCode 1 1,238 tok
sandraschi/overte-mcp Overte (classic Vircadia-lineage) MCP server + dashboard for domain admin and entity orche 2 Claude Code, Codex, Cursor, OpenCode, Windsurf 4 1,180 tok
sebastienrousseau/camt053-mcp camt053.com Parse & reconcile ISO 20022 camt.053 bank-to-customer statements from Claude Desktop, Curs 2 Codex, OpenCode 1 654 tok
siaginw/HexWitness npmjs.com Give your reverse-engineering agent a memory, a map, and receipts. 2 Codex, OpenCode 1 724 tok
stevologic/security-recipes.ai security-recipes.ai Turn security findings into bounded agent work: one recipe, scoped context, required proof 2 Codex, GitHub Copilot, OpenCode 5 758 tok
subsquid-labs/portal-mcp-server sqd.dev MCP server exposing SQD Portal blockchain data to AI agents and Claude. 2 Codex, OpenCode 1 620 tok
vantioai/vantio-open-core vantio.ai Vantio Optics open core: free, local-first observe-only visibility into AI agent egress (C 2 Codex, OpenCode 1 2,437 tok
tickadoo/tickadoo-mcp mcp.tickadoo.com MCP server for tickadoo® — discover and book theatre, events & experiences worldwide 2 Claude Code, Codex, OpenCode 4 4,334 tok
xkumakichi/xaip-protocol xkumakichi.github.io Provider-neutral execution evidence for AI agent tool calls — co-signed execution receipts 2 Codex, OpenCode 1 746 tok
koshikraj/logr logr.it Just logr it 2 Codex, OpenCode 1 74 tok
zation/agent-radar agent-radar.zation1.workers.dev Agent Radar is an AI tool rating and recommendation knowledge base for human developers an 2 Codex, OpenCode 1 1,271 tok
vbkotecha/agentservices-api agentservices.to AgentServices — Premium APIs for AI Agents. Crypto data, marketing intelligence, dispute r 2 Codex, OpenCode 1 1,424 tok
thorchain/swap.thorchain swap.thorchain.org 2 Codex, OpenCode 1 2,939 tok
srinivasan-sundaresan95/orihime smithery.ai Cross-repo code knowledge graph for Java/Kotlin/JS/TS — MCP server, taint analysis, call g 2 Claude Code, Codex, OpenCode 3 1,402 tok
Catfish-75/claw-task-hub Local-first, Linear-like task hub for AI agents and agentic harnesses 2 Codex, OpenCode 1 472 tok
adarshj322/rishi-ai-mcp pypi.org 🕉️ An MCP server for authentic Vedic Astrology. Unlocks chart casting, planetary transits 2 Codex, GitHub Copilot, OpenCode 2 1,460 tok
mimukit/skills skills.sh My personal collection of AI agent skills; the *kit family. Portable, one install away. 2 Codex, OpenCode 1 5,630 tok
SenMuShare/senmu-buildos AI-native BuildOS for Codex, Claude Code, Doubao, WorkBuddy and ZCode: product discovery, 2 Codex, OpenCode 1 488 tok
grobinson3108/mcp-server-saas-gateway One MCP server, N REST APIs. TypeScript template for building gateway-style MCP servers th 2 Codex, OpenCode 1 329 tok
lbk-open/super-spec npmjs.com Agent Skills that take a requirement — or a production alert — to a reviewed pull request: 2 Claude Code, Codex, OpenCode 2 813 tok
ddalgrande/dining-places-skill Agent Skill that turns your Google Maps saved places into a personal dining knowledge base 2 Claude Code, Codex, OpenCode 2 555 tok
adityaarakeri/senior-agent-skills adityaarakeri.github.io Eight portable SKILL.md playbooks that make coding agents work like careful senior enginee 2 Codex, OpenCode 1 487 tok
Hoja-Solutions/agent-stdlib A standard library for building agents. 2 Claude Code, Codex, OpenCode 1 969 tok
btmoriarty/kochab An honest, human-in-the-loop job search that runs inside Claude. It drafts; you send. No a 2 Codex, OpenCode 1 787 tok
equinor/fusion-skills Fusion repo for agent skills 2 Claude Code, Codex, GitHub Copilot, OpenCode 11 5,529 tok
delexw/claude-code-misc Personal Used Claude Code Skills and Agents. 2 Claude Code, Codex, OpenCode 3 2,840 tok
Fandhe-AI/agent-cli-skills 2 Claude Code, Codex, OpenCode 10 15,820 tok
MECoban/garmin-ai-coach Fully automated self-hosted AI marathon coach from Garmin Connect (Cloudflare-bypass auth, 2 Codex, OpenCode 1 466 tok
gzb1128/opencode-plugin A CLI tool that brings the Claude Code plugin marketplace ecosystem to OpenCode — install, 2 Codex, OpenCode 1 1,775 tok
ventusff/claude-model-guard 🚨 Claude Code statusline plugin that catches silent model downgrades — theme-proof full-w 2 Claude Code, Codex, OpenCode 2 2,167 tok
raravel/Agent4Discord Remote Claude Code sessions through Discord — self-hosted bot with streaming, permissions, 2 Claude Code, Codex, OpenCode 2 195 tok
Elnora-AI/elnora-slack Slack for Claude Code — the entire Slack Web API as a CLI (201 methods, 29 groups) plus ag 2 Claude Code, Codex, OpenCode 1 1,510 tok