How real projects configure their agents

23,251 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 agents7,609Claude Code6,644Data and AI3,677Backend and APIs3,502Languages3,403Planning3,220Git and workflow3,193Code review2,743Testing2,377Memory and context2,363DevOps and cloud2,314Writing and docs2,311Research2,293Frontend2,259Security2,022Productivity1,721

All Claude Code32,006 Codex23,251 OpenCode22,198 GitHub Copilot3,552 Gemini CLI1,917 Cursor1,737 Windsurf138 Kiro81

Project Stars Configures Files Always loaded
blueprint-chart/mcp mcp.blueprintchart.com Model Context Protocol server for authoring Blueprint Chart .bpc files with LLMs. 0 Codex, OpenCode 1 1,597 tok
branpastran/project-weirdo A bounded-autonomy experiment in machine-to-machine commercial intelligence. 0 Codex, OpenCode 1 115 tok
indlns/mcp-arrstack 0 Codex, OpenCode 1 3,594 tok
wr5912/openapi-mcp-server 0 Codex, OpenCode 2 1,457 tok
RitikaxG/commerce-ops-mcp 0 Codex, OpenCode 1 2,078 tok
Roxabi/roxabi-sense Workstation attention journal — local sensors, CLI, MCP, optional NATS host events 0 Claude Code, Codex, OpenCode 2 2,269 tok
v1xingyue/mcpbuddy mcpbuddy.vercel.app 0 Codex, OpenCode 1 1,378 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
cammac-creator/openswissdata Swiss government datasets normalised — TARES, NOGA/NACE/ISIC, FINMA registry. B2B self-ser 0 Claude Code, Codex, OpenCode 2 358 tok
capabilityhostprotocol/capabilities-txt capabilities-txt.vercel.app 0 Codex, OpenCode 1 265 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
carsonroell-debug/linkrescue-mcp MCP server for broken link detection, monitoring, and AI-powered fix suggestions. Built wi 0 Codex, OpenCode 1 689 tok
chaytanc/longshore mastodon.social The Reality Next Door — an open, cited worldbuilding commons: a post-extraction Seattle on 0 Codex, OpenCode 1 2,093 tok
christianclaudio/mcp-server-sigma Enterprise Model Context Protocol (MCP) server for Sigma Computing — provision dashboards, 0 Codex, OpenCode 1 1,933 tok
christianclaudio/mcp-server-smartsheet-rm Enterprise MCP server for Resource Management by Smartsheet (10,000ft API). Automate times 0 Codex, OpenCode 1 1,703 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
clarkthomas/clearlot clearlot.vercel.app HardwareHQ Clearlot — agent intent tape for hardware/MRO. Quotes via Shopify UCP/WebMCP. F 0 Codex, OpenCode 1 165 tok
ckorhonen/hone-skills cdd.dev Claude Code skills that run on a cadence to fight code entropy — method brevity, naming cl 0 Codex, OpenCode 1 390 tok
cristianmoroaica/bountyverdict cristianmoroaica.github.io Seven x402 decision APIs and installable agent skills for GitHub bounties, CI, skill secur 0 Codex, OpenCode 1 324 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
crytobot459/eurorwa rwa-dashboard-gamma.vercel.app EuroRWA - EU Tokenized Money Market Fund dashboard (real web data + onchain attestation) 0 Codex, OpenCode 1 779 tok
csacanam/comprabtc comprabtc.vercel.app 0 Claude Code, Codex 1
daedalus/mcp-manimgl mcp-manimgl — MCP server exposing manimgl mathematical animation functionality 0 Codex, OpenCode 1 692 tok
daedalus/mcp-rpcbind MCP server exposing rpcbind/RPC portmapper functionality. 0 Codex, OpenCode 1 222 tok
daedalus/mcp-sparql MCP server exposing SPARQL query functionalities for LLMs 0 Codex, OpenCode 1 442 tok
daedalusdevelopmentgroup/ddg-agent-payable-services Pay-per-call x402 gateway for AI agents — MCP server + OpenAI-compatible API for agent too 0 Codex, OpenCode 1 635 tok
dan94k/brazilian-dev-mcp 0 Codex, OpenCode 2 666 tok
davidmosiah/astral-mcp astral.delx.ai Precision-audited astrology MCP for AI agents — natal charts, transits, synastry & moon ph 0 Codex, OpenCode 1 433 tok
davidmosiah/delx-agent-utilities ontology.delx.ai Open-source stateless utility tools for AI agents: URL, DNS, TLS, OpenAPI, x402, JWT, CSV/ 0 Codex, OpenCode 1 248 tok
davidmosiah/delx-living-body wellness.delx.ai Meta-MCP that composes 15 Delx Wellness connectors. Ask one question, get a synthesized an 0 Codex, OpenCode 1 635 tok
davidmosiah/mcp-scorecard npmjs.com Quality + agent-readiness scorecard for any MCP server. One command, comprehensive score, 0 Codex, OpenCode 1 279 tok
davidmosiah/wellness-cycle-coach npmjs.com Local-first menstrual cycle coach MCP — orchestrates Apple Health Cycle, Garmin women's he 0 Codex, OpenCode 1 381 tok
dearlordylord/voila-sdk Voila.ca shopping sdk and mcp to make shopping accessible to coding agents 0 Claude Code, Codex, OpenCode 2 2,119 tok
detailobsessed/codereviewbuddy codereviewbuddy helps your AI agent interact with AI code review--smoothly. 0 Claude Code, Codex, OpenCode 2 3,650 tok
devzspy/discourse-mcp-extended Fork of discourse/discourse-mcp extended with Discourse review-queue tools (list/approve/r 0 Codex, OpenCode 1 785 tok
dbwls99706/deadends.dev deadends.dev Structured failure knowledge infrastructure for AI agents — dead ends, workarounds, and er 0 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 5,533 tok
dir-ai/repotector ⬡ The repo guardian AI agents handshake with before they touch your code. Handshake-first 0 Claude Code, Codex, GitHub Copilot, OpenCode 4 648 tok
elberacasa/umbra umbra-badge.umbrabadge.workers.dev The trust score for AI-generated code. One command verifies what your coding agent shipped 0 Claude Code, Codex, OpenCode 1 933 tok
etymolt/mcp-server etymolt.com Official MCP server for Etymolt — the fact-check layer for LLM-generated names. Drop-in to 0 Claude Code, Codex, OpenCode 2 896 tok
flukeatzerocool/holonovel Tabletop RPG ruleset MCP server — a holodeck for your rulebooks (D&D 5e, Starfinder). Cano 0 Claude Code, Codex, OpenCode 2 3,592 tok
flukeatzerocool/infobroker Multi-provider research MCP server: unified web search, fact-checking, and a personal know 0 Codex, OpenCode 1 3,411 tok
fortunesayspump/nibgate nibgate.xyz Nibgate — open protocol for paid content on creator-owned domains. Verified discovery, x40 0 Codex, OpenCode 1 900 tok
fpetitit/mcpcheck mcpcheck-tau.vercel.app 0 Claude Code, Codex, OpenCode 2 79 tok
franklinnolasco7/quickshell-mcp An MCP server for Quickshell development. 0 Claude Code, Codex, OpenCode 2 4,368 tok
freeappstore-online/mcp FreeAppStore MCP Server — AI agent tools for the platform 0 Claude Code, Codex, OpenCode 2 1,553 tok
gabrielmahia/kenya-health-mcp KenyaHealthMCP — MCP server for Kenya health data. NHIF, facility registry, maternal healt 0 Codex, OpenCode 1 121 tok
gaforov/selenium-mcp npmjs.com Selenium MCP server for AI agents — 40+ browser automation tools with page snapshots, sele 0 Codex, OpenCode 1 1,571 tok
genudo-ai/genudo_mcp genudo.ai A lightweight bridge that connects Claude Code to Genudo's Model Context Protocol (MCP) se 0 Claude Code, Codex, OpenCode 2 341 tok