How real projects configure their agents

43,750 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 agents7,690Claude Code6,656Data and AI3,669Backend and APIs3,506Languages3,395Planning3,227Git and workflow3,219Code review2,753Testing2,387Memory and context2,368Writing and docs2,331DevOps and cloud2,317Research2,292Frontend2,266Security2,036Productivity1,725

All Claude Code31,992 Codex23,401 OpenCode22,346 GitHub Copilot3,564 Gemini CLI1,917 Cursor1,741 Windsurf146 Kiro83

Project Stars Configures Files Always loaded
chrischall/groupon-mcp MCP server + curl skill for Groupon deals — anonymous search, deal detail, and category br 1 Claude Code 1 1,553 tok
chrischall/ioffice-mcp 1 Claude Code 1 2,152 tok
chrischall/resy-mcp 1 Claude Code, Codex, OpenCode 2 7,837 tok
chrischall/viator-mcp MCP server for the Viator Partner API — search tours and activities, availability, attract 1 Claude Code 1 1,394 tok
crunchtools/mcp-wordpress Secure MCP server for WordPress content management 1 Claude Code 1 888 tok
cyanheads/exchange-rates-mcp-server npmjs.com Convert currencies, get FX rates, and query historical ECB exchange rate data via MCP. STD 1 Claude Code, Codex, OpenCode 2 15,502 tok
cyanheads/college-scorecard-mcp-server npmjs.com Search, compare, and analyze U.S. college data — costs, earnings, programs, and outcomes — 1 Claude Code 1 5,995 tok
cyanheads/evals-mcp-server Author verifiable eval records through a draft → review → revise → submit loop with server 1 Claude Code, Codex, OpenCode 2 12,314 tok
cyanheads/gbif-biodiversity-mcp-server npmjs.com Search GBIF species taxonomy, occurrence records, datasets, and publishers via MCP. STDIO 1 Claude Code, Codex, OpenCode 2 14,134 tok
cyanheads/anime-mcp-server npmjs.com Search anime/manga, get full detail, franchise watch order, seasonal schedule, characters, 1 Claude Code, Codex, OpenCode 2 11,974 tok
cyanheads/calculator-mcp-server npmjs.com Evaluate, simplify, and differentiate mathematical expressions via MCP. STDIO or Streamabl 1 Claude Code, Codex, OpenCode 2 13,370 tok
cyanheads/coingecko-mcp-server npmjs.com Market data for 15,000+ cryptocurrencies — prices, history, trends, and deep coin metadata 1 Claude Code, Codex, OpenCode 2 15,880 tok
cyanheads/epa-mcp-server npmjs.com Access EPA environmental data — facility compliance (ECHO), toxic releases (TRI), Superfun 1 Claude Code, Codex, OpenCode 2 12,342 tok
cyanheads/federal-regulations-mcp-server npmjs.com Search and trace US federal rules across the Federal Register (proposed/final rules and no 1 Claude Code, Codex, OpenCode 2 13,088 tok
cyanheads/finnhub-mcp-server npmjs.com Real-time US-equity quotes, company fundamentals, earnings, analyst trends, and financial 1 Claude Code, Codex, OpenCode 2 13,458 tok
cyanheads/gnomad-genetics-mcp-server npmjs.com Ancestry allele frequencies, LoF constraint, variant lists, and coverage from gnomAD, join 1 Claude Code, Codex, OpenCode 2 15,000 tok
crunchtools/mcp-workboard Secure MCP server for WorkBoard OKR and strategy execution platform 1 Claude Code 1 1,038 tok
cunicopia-dev/knowledge-graph-rdbms A label property graph in a single SQLite file — event-sourced, gated, and MCP-ready. Agen 1 Claude Code 2 3,947 tok
tuning-labs-oss/claude-command-center tuninglabs.net Transform Claude Code into an organized command center — session persistence, daily task t 1 Claude Code 1 333 tok
cyanheads/bls-labor-mcp-server npmjs.com Fetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and more via M 1 Claude Code, Codex, OpenCode 2 15,198 tok
cyanheads/bluesky-mcp-server npmjs.com Search posts, profiles, feeds, threads, and trending topics on Bluesky via MCP. STDIO or S 1 Claude Code, Codex, OpenCode 2 13,756 tok
cyanheads/chembl-mcp-server npmjs.com Link compounds to protein targets, rank bioactivity (IC50/Ki/EC50), and look up drug mecha 1 Claude Code, Codex, OpenCode 2 16,870 tok
cyanheads/congressgov-mcp-server npmjs.com Access U.S. congressional data - bills, votes, members, committees via MCP. STDIO & Stream 1 Claude Code, Codex, OpenCode 2 13,162 tok
cyanheads/cpsc-recalls-mcp-server npmjs.com Search and retrieve US consumer product recalls from the CPSC (Consumer Product Safety Com 1 Claude Code, Codex, OpenCode 2 14,204 tok
cyanheads/docgen-mcp-server npmjs.com Render HTML/markdown to PDF, export rows to xlsx, and fill AcroForm PDFs via MCP. STDIO or 1 Claude Code, Codex, OpenCode 2 16,092 tok
cyanheads/earthquake-mcp-server npmjs.com Search USGS and EMSC seismic data — real-time feeds, event queries, and earthquake counts 1 Claude Code, Codex, OpenCode 2 11,584 tok
cyanheads/fbi-crime-mcp-server npmjs.com Exposes the FBI Crime Data Explorer API — UCR crime estimates, NIBRS incident breakdowns, 1 Claude Code, Codex, OpenCode 2 14,348 tok
cyanheads/fcc-broadband-mcp-server npmjs.com Access FCC broadband availability, coverage analysis, and digital divide data for US geogr 1 Claude Code, Codex, OpenCode 2 14,504 tok
cyanheads/fema-mcp-server npmjs.com Query FEMA disaster declarations, public assistance grants, housing aid, and NFIP flood in 1 Claude Code, Codex, OpenCode 2 12,284 tok
dfch/biz.dfch.SpecMgr d-fens.ch An artifact manager for system specifications. 1 Codex, OpenCode 7 15,776 tok
deapi-ai/mcp-server-deapi 1 Claude Code 1 1,285 tok
dockndevai/mcp-azure-devops dockndevai.github.io MCP server for Azure DevOps — boards, repos, pipelines, projects — with governance control 1 Claude Code 1
dockndevai/mcp-azure dockndevai.github.io MCP server for Azure (Resource Manager) — inventory, tags, VM power, lifecycle — with gove 1 Claude Code 1
darrenjrobinson/graph-atlas-mcp An MCP server that tracks schema changes across the Microsoft Graph API — both the changes 1 Claude Code 1 1,283 tok
davidmosiah/delx-memory npmjs.com Local-first persistent memory layer for AI agents. SQLite-backed, MCP-compatible, cross-ag 1 Codex, OpenCode 1 416 tok
davidmosiah/wellness-cgm-mcp npmjs.com Local-first continuous glucose monitor MCP — Dexcom Developer API, FreeStyle Libre via Lib 1 Codex, OpenCode 1 686 tok
dazzle-labs/cli 1 Claude Code 2 738 tok
dinosaur24/mockhero mockhero.dev 1 Claude Code, Codex 2 79 tok
darylmcd/Roslyn-Backed-MCP 1 Claude Code, Codex, GitHub Copilot, OpenCode 22 3,676 tok
david-eve-za/nvidia-nim-mcp 1 Codex, OpenCode 1 941 tok
davidmosiah/short-video-agent-kit npmjs.com Agent-first short-form AI video generation CLI and MCP server for Sora, Veo, xAI and Seeda 1 Codex, OpenCode 1 137 tok
davidmosiah/tiktok-agent-publisher npmjs.com Agent-first TikTok Content Posting API CLI and MCP server with dry-run publishing 1 Codex, OpenCode 1 142 tok
davidmosiah/youtube-shorts-agent npmjs.com Agent-first YouTube Shorts upload CLI and MCP server with dry-run API uploads 1 Codex, OpenCode 1 139 tok
decidefyi/decide decide.fyi Source-backed, fail-closed policy checks for refunds, cancellations, returns, and trials. 1 Codex, OpenCode 1 1,180 tok
desper/quick-html-sharing qhs.fyi Indie SaaS for vibe coders to instantly share AI-generated HTML pages — unguessable URLs + 1 Claude Code, Codex, OpenCode 2 3,608 tok
dfieser/hea-bench dfieser.github.io Free high-entropy alloy (HEA) and high-entropy oxide calculator: mixing entropy, atomic-si 1 Claude Code, Codex, OpenCode 2 7,698 tok
digitalgremlin/hn-developer-sentiment-mcp a deterministic developer-sentiment engine for Hacker News 1 Codex, OpenCode 1 6,211 tok
ENTIA-IA/entia-mcp-server entia.systems Verified business-identity intelligence for AI agents & MCP clients — company verification 1 Codex, OpenCode 1 157 tok
echoedinvoker/chatmux Local-first personal chat data layer daemon. Connects IM platforms via child-process adapt 1 Claude Code 1 2,037 tok
edithatogo/sourceright edithatogo.github.io Reference verification infrastructure for academic and legal citation workflows 1 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,909 tok