How real projects configure their agents

31,986 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 agents7,699Claude Code6,660Data and AI3,668Backend and APIs3,501Languages3,399Planning3,231Git and workflow3,226Code review2,759Testing2,389Memory and context2,368Writing and docs2,333DevOps and cloud2,313Research2,290Frontend2,267Security2,038Project management1,731

All Claude Code31,986 Codex23,430 OpenCode22,372 GitHub Copilot3,564 Gemini CLI1,915 Cursor1,742 Windsurf150 Kiro84

Project Stars Configures Files Always loaded
bleedmode/dearuser dearuser.ai Dear User helps humans and AI agents understand each other better 0 Claude Code 1 1,459 tok
bolyra/bolyra bolyra.ai Mutual ZKP authentication for humans and AI agents 0 Claude Code 15 4,074 tok
bounded-systems/bounded-tools-mcp MCP server over bounded.tools' signed static API — a static-mcp implementation 0 Claude Code 3 672 tok
bounded-systems/site-mcp MCP server over robertdelanghe.dev's signed static API — read-only, verifies responses aga 0 Claude Code 3 348 tok
minh1904/discord-mcp 0 Claude Code 12
Roxabi/roxabi-sense Workstation attention journal — local sensors, CLI, MCP, optional NATS host events 0 Claude Code, Codex, OpenCode 2 2,216 tok
oscardvs/anamnesis oscardvs.github.io Cross-machine memory for Claude Code: local-first, file-based agent memory that syncs acro 0 Claude Code 1 838 tok
ovladon/seenrelay seenrelay.com Avoid redundant expensive validation for AI agents. 0 Claude Code, Codex 1
brnbtech770/blocktrust blocktrust-mvp.vercel.app 0 Claude Code, Codex, Cursor 4 7,958 tok
broisnischal/azure-mcp npmjs.com azure board mcp, you can interact with azure board with lots of interactive tools. 0 Claude Code 2 747 tok
cammac-creator/openswissdata Swiss government datasets normalised — TARES, NOGA/NACE/ISIC, FINMA registry. B2B self-ser 0 Claude Code, Codex, OpenCode 2 358 tok
carson-see/ArkovaCarson arkova-carson.vercel.app Arkova MVP — credential anchoring and verification platform with Bitcoin timestamping, AI 0 Claude Code, Codex, OpenCode 12 9,625 tok
cchurctrip/verity-mcp MCP server for Verity skills. bearer-auth proxy 0 Claude Code 1 1,279 tok
charliemtnez/ghost-inspector-mcp MCP server for the Ghost Inspector API — create, update and analyze end-to-end browser tes 0 Claude Code 1 7,781 tok
chrischall/accessoticketing-mcp Read accesso-powered mobile ticket links: orders, admissions, barcodes and Google Wallet p 0 Claude Code 1 619 tok
chrischall/alltrails-mcp 0 Claude Code 1 5,189 tok
chrischall/artsonia-mcp Artsonia MCP server (parent/fan) — student-art portfolios, comments, fans. AI-built. 0 Claude Code, Codex, OpenCode 2 9,686 tok
chrischall/compass-mcp Compass MCP server for Claude — search, properties, photos, price history 0 Claude Code 1 3,345 tok
chrischall/creditkarma-mcp MCP for Credit Karma 0 Claude Code 1 4,135 tok
chrischall/easytable-mcp easyTable restaurant reservations for Claude — availability plus create/modify/cancel book 0 Claude Code 1 1,107 tok
chrischall/etix-mcp npmjs.com Etix event discovery for Claude — search events, venues & performers and fetch event detai 0 Claude Code 1 1,326 tok
chrischall/eventbrite-mcp Eventbrite MCP server — tickets, orders, organizer data, and public event discovery for Cl 0 Claude Code 1 640 tok
chrischall/evite-mcp MCP server for Evite — guest + host event tools (RSVP, messaging, authoring) on @chrischal 0 Claude Code 1 3,586 tok
chrischall/gemini-mcp Generate and edit images with Google Gemini (Nano Banana / Nano Banana Pro) via the Gemini 0 Claude Code, Codex, OpenCode 2 28,497 tok
chrischall/getyourguide-mcp 0 Claude Code 1 1,285 tok
chrischall/homes-mcp MCP server wrapping homes.com property search + details via the fetchproxy bridge 0 Claude Code 1 5,401 tok
chrischall/maxpreps-mcp MCP server for MaxPreps — high school team schedules, scores, records, rosters, stat leade 0 Claude Code 1 551 tok
chrischall/musicbrainz-mcp MCP server for MusicBrainz — search/browse music metadata, cover art, and submit your own 0 Claude Code 1 1,960 tok
chrischall/myhotlunchbox-mcp MCP server for My Hot Lunchbox — school lunch calendar, ordering, and payments for a paren 0 Claude Code, Codex, OpenCode 2 2,939 tok
chrischall/opentable-mcp OpenTable MCP server for Claude — search restaurants, book tables, manage reservations, fa 0 Claude Code, Codex, OpenCode 2 14,167 tok
chrischall/pickuppatrol-mcp MCP server for PickUp Patrol school dismissal: reads and changes a parent's students, week 0 Claude Code 1 657 tok
chrischall/sixflags-mcp 0 Claude Code 1 2,634 tok
chrischall/skill-mcp An MCP server that serves a directory of Agent Skills — lists them, hands out their instru 0 Claude Code, Codex, OpenCode 2 3,203 tok
chrischall/tempo-api-mcp Tempo MCP server for Claude — developed and maintained by AI (Claude Sonnet 4.6) 0 Claude Code 1 2,808 tok
chrischall/tripadvisor-mcp TripAdvisor Content API MCP server — location search, details, photos, and reviews for Cla 0 Claude Code 1 2,684 tok
chrischall/untappd-mcp Untappd MCP — search beers/breweries/venues, read check-ins & wishlists, and post check-in 0 Claude Code 1 2,657 tok
chrischall/zillow-mcp Zillow MCP server — search listings, fetch property details, Zestimate history, saved sear 0 Claude Code 1 3,401 tok
chrzanowy/agent-tollbooth ▎ The stateful backend for AI agents — memory, watch, render, execute. Self-hostable, MCP 0 Claude Code 5
civdotiq/civ.iq civdotiq.org Civic intelligence from government data, organized for public use. Open source. 0 Claude Code 4 803 tok
chrischall/canvas-parent-mcp 0 Claude Code 1 3,959 tok
clervo/clervo clervo.dev Outcome infrastructure for AI agents: Search, AI, secure sandbox, multi-chain RPC, predict 0 Claude Code, Codex, OpenCode 11 973 tok
KarempudiLaasya/incident-commander mcp server 0 Claude Code, Codex 5
chessceo/chessceo-mcp chess.ceo MCP server for chess.ceo — LLM tools for player search, preparation, position stats, and l 0 Claude Code 1 4,606 tok
codeChap/mcp-server-claude-chat MCP server for the Anthropic Claude Messages API — chat, vision, web search, extended thin 0 Claude Code 1 1,284 tok
codeChap/mcp-server-fable 0 Claude Code 1 1,724 tok
codeChap/mcp-server-gpt-chat MCP server for OpenAI ChatGPT API — chat, vision, and embeddings 0 Claude Code 1 448 tok
codeChap/mcp-server-grok-chat MCP server for xAI Grok API — chat, vision, search, and embeddings 0 Claude Code 1 702 tok
crp4222/pmq Fail-closed Polymarket CLOB V2 execution for Python: local signing, exchange-confirmed fil 0 Claude Code, Codex, OpenCode 2 2,214 tok
crunchtools/mcp-cloudflare Secure MCP server for Cloudflare DNS, Transform Rules, Page Rules, and Cache 0 Claude Code 1 1,558 tok
crunchtools/mcp-feed-reader RSS/Atom feed reader MCP server with SQLite backend 0 Claude Code 1 312 tok