How real projects configure their agents

31,993 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 agents7,750Claude Code6,665Data and AI3,660Backend and APIs3,501Languages3,396Git and workflow3,240Planning3,237Code review2,765Testing2,405Memory and context2,365Writing and docs2,337DevOps and cloud2,319Research2,286Frontend2,267Security2,044Project management1,742

All Claude Code31,993 Codex23,503 OpenCode22,448 GitHub Copilot3,567 Gemini CLI1,915 Cursor1,740 Windsurf150 Kiro86

Project Stars Configures Files Always loaded
kodown1k/toolchain-mcp 0 Claude Code 1 1,938 tok
codetalcott/hyperscript-tools Tooling for original _hyperscript (hyperscript.org): a parser-backed MCP server, with more 0 Claude Code 1 1,471 tok
artiinjooo/motion-mcp-server1 0 Claude Code, Codex, OpenCode 2 1,949 tok
RonaldoMerussi/obsidian-mcp 0 Claude Code 1 747 tok
harry189/ha-mcp 0 Claude Code, Codex, OpenCode 10 9,674 tok
berbotu/berbotu-mcp MCP server letting an AI safely read and write a live label vault — every write is an audi 0 Claude Code 1 1,544 tok
maycwu/mcp-server 0 Claude Code 1 736 tok
manuelpadilla0210/nutrition-mcp nutrition-mcp 0 Claude Code 1 3,558 tok
jamessmoore/slack-mcp MCP server (Bedrock AgentCore Gateway + Lambda) for posting to Slack, used by daily-tech-b 0 Claude Code 1 2,384 tok
shanzer/brain-mcp 0 Claude Code 1 1,597 tok
Hellotravisss/cutpilot Local-first AI video editing engine for Codex, Claude, and MCP hosts 0 Claude Code 1 263 tok
Meapri/orchestrate-codex Provider-neutral supervised recipe orchestration MCP for Codex multi-provider leaves 0 Claude Code 1 —
sagar-shirwalkar/collibra-atlas Local-first AI knowledge layer for Collibra documentation via MCP 0 Claude Code, Codex, OpenCode 15 2,964 tok
alexverdin/mcp-pokedex-demo MCP Server capable of reading a GitHub repository and integrating with an agentic tool. 0 Claude Code 1 —
cmaurer/fetch-mcp 0 Claude Code 1 1,029 tok
Venkatesh-Jyothula/GTech-Context-MCP-Server This Repo contains a MCP server which can be integrated into agents like claude and copilo 0 Claude Code, GitHub Copilot 2 7,246 tok
Rayyan011/avasfood-mcp MCP server and Hermes skills for browsing, ordering, tracking, and budgeting with AVAS Foo 0 Claude Code, Codex, Gemini CLI, OpenCode 3 296 tok
hikitni/knowledgehub Local multi-root knowledge indexing and read-only MCP search service 0 Claude Code, Codex, OpenCode 2 1,503 tok
Takeaki0817/figma-local-bridge Let local AI agents (Claude Code, etc.) create & edit Figma designs via the Plugin API — n 0 Claude Code, Codex, OpenCode 3 1,699 tok
appunni-m/coverage-mcp 0 Claude Code, Codex, OpenCode 2 665 tok
scottwittrock/brands brands-nu-six.vercel.app A central MCP to hold all the brand details for my different fronts. 0 Claude Code 1 504 tok
canforge/canforge-mcp Local, read-only MCP tools for CAN databases and capture logs 0 Claude Code 1 1,830 tok
tharunn2007/nitrostack-hackathon Repository for MCP server application for Nitrostack AI hackathon 0 Claude Code, Codex 5 —
josemachado-vp/MCP-SF 0 Claude Code 1 2,505 tok
janakir2006/idea-validator-mcp 0 Claude Code, Codex 5 —
LesterAJohn/TeslaMate-mcp 0 Claude Code 1 —
agentx402-ai/agentscout Open-source clients for AgentScout — x402-paid web read/extract/crawl for agents: SDK, CLI 0 Claude Code, Codex, OpenCode 2 1,710 tok
johnwujiang2008/caldav-mcp-server 0 Claude Code 1 586 tok
fmcglinn/peering-manager-mcp-server Read-only MCP server for Peering Manager 0 Claude Code 8 —
naim30/telegram-mcp An MCP server that lets AI agent use your Telegram account. Read chats, send messages, sea 0 Claude Code 1 1,998 tok
mcinerneyjake/ticket-workflow Local-first, per-repo ticket board + git/PR pipeline: MCP server, guard/telemetry hooks, a 0 Claude Code 3 2,028 tok
Rajwantmishra/agent-logbook Local SQLite long-term memory for AI assistants, served over MCP 0 Claude Code 1 464 tok
danilin-em/opensearch-dashboard-mcp MCP server that exposes OpenSearch Dashboards to an LLM client over stdio. Read saved obje 0 Claude Code 1 1,162 tok
abdul-hamid-achik/minerva minervacli.dev Agent library operator and stack readiness CLI/MCP for ~/.agents skills, profiles, and hon 0 Claude Code, Codex, OpenCode 2 218 tok
Sourab17/mcp-hayabusa 0 Claude Code 2 233 tok
wiz0floyd/mynow-cli 0 Claude Code, Codex, OpenCode 2 1,216 tok
AEcru/codex-capability-bridge Portable Claude Code plugin + MCP bridge: discover local Codex skills/plugins and delegate 0 Claude Code, Codex, OpenCode 2 409 tok
humbulls/croquis AI-native web production platform — sitemap, content drafts and visual review unified arou 0 Claude Code 1 989 tok
kkollsga/codingest Polyglot code-graph builder for kglite knowledge graphs: 14-language tree-sitter parsing, 0 Claude Code, Codex, OpenCode 2 8,062 tok
SioYooo/RepoGrammar Local-first repository context for coding agents — MCP + CLI with source-backed patterns a 0 Claude Code, Codex, OpenCode 11 4,096 tok
qxduddes/mcp-server-mysql MySQL MCP tools for accessing and running sql queries from LLM 0 Claude Code 1 1,733 tok
brittanyslay/competitive-intel A Claude Code plugin that runs autonomous competitive intelligence: seven agents track com 0 Claude Code 10 —
cookaihq/aihub-mcp 0 Claude Code, Codex, OpenCode 2 116 tok
Romone6/Callable Self-hosted command layer for turning real business workflows into reviewed, agent-callabl 0 Claude Code, Codex, OpenCode 2 654 tok
pluto-atom-4/mcp-gh-forge MCP server for GitHub/Git automation macros 0 Claude Code 2 644 tok
manjunath031984/Jenkins-mcp-gcp Production-ready Model Context Protocol (MCP) server exposing the Jenkins REST API as stru 0 Claude Code 1 —
jagadeshp/Playwright-Mcp1 0 Claude Code 1 363 tok
aezizhu/Model-ID-Cheatsheet Model-ID-Cheatsheet — live model IDs, pricing, context windows, and capabilities for OpenA 0 Claude Code 1 785 tok
danilin-em/chrome-remote-debugging-mcp MCP server that controls a running Chrome over the Chrome DevTools Protocol (CDP). It conn 0 Claude Code 1 2,796 tok
Maheshdayyala/CampusMind-AI Build an MCP server called CampusMind AI — a persistent academic memory system for student 0 Claude Code, Codex 5 —