How real projects configure their agents

43,832 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 agents7,763Claude Code6,670Data and AI3,659Backend and APIs3,501Languages3,393Git and workflow3,250Planning3,235Code review2,768Testing2,411Memory and context2,367Writing and docs2,341DevOps and cloud2,324Research2,284Frontend2,272Security2,048Project management1,751

All Claude Code31,994 Codex23,528 OpenCode22,474 GitHub Copilot3,571 Gemini CLI1,915 Cursor1,736 Windsurf150 Kiro87

Project Stars Configures Files Always loaded
Stefan-Nitu/mcp-claude-code-conversation-history 0 Claude Code 1 41 tok
eshkook/basic-mcp 0 Claude Code 5 569 tok
benniblau/strava-mcp A local Strava data pipeline and MCP server. Syncs your Strava activities to a SQLite data 0 Claude Code 1 1,959 tok
Z-M-Huang/git-doc-mcp Define your MCP server in YAML, write actions in JavaScript, host the files anywhere. No 0 Claude Code 1 2,267 tok
BrandonDoster/PrintVault_MCP MCP for the PrintVault Self Hosted Self-Hosted 3D Printer Inventory, Printer, Print Tracke 0 Claude Code 1 577 tok
MuyleangIng/github_mcp 0 Claude Code 1 540 tok
liavs1999/ebird-mcp-server 0 Claude Code 1 362 tok
williamjonathanbowen/clerk-chat-mcp 0 Claude Code 1 217 tok
deese/gameLLM Game guide scraper + structured data pipeline with MCP server and Claude Code skills — tur 0 Claude Code 4 —
diego-ninja/memento Persistent memory for LLMs with lossless transcript management. Two-layer architecture: kn 0 Claude Code 2 299 tok
duanefields/dav-mcp MCP server for Apple iCloud Calendar and Contacts over CalDAV/CardDAV 0 Claude Code 1 3,037 tok
trash-panda-v91-beta/truenas-mcp 0 Claude Code, Codex, OpenCode 2 917 tok
ArmorNGlory/armornglory-mcp-server MCP server for Christian streetwear, faith-based clothing, trucker hats, and foam clogs. E 0 Claude Code, Codex, Gemini CLI, OpenCode 3 2,374 tok
iamdevnitesh/daily-dose-of-claude-code localhost A local newspaper-style memory system for Claude Code — hooks, MCP, SQLite, and a warm new 0 Claude Code 1 395 tok
akashnaykude/azure-boards-mcp-testcases 0 GitHub Copilot 1 1,648 tok
abetoluwani/linkedin-mcp-server Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to 0 Claude Code, Codex, OpenCode 8 3,886 tok
jarnielcataluna/gtm-tag-architect Public Antigravity & Claude Code plugin for GTM container auditing, interactive setup, and 0 Codex, OpenCode 1 203 tok
codeit-ronit/SENTINEL sentinel-5krh.onrender.com Policy enforcement, audit & evaluation control plane for LLM agents on payment infrastruct 0 Claude Code 1 1,348 tok
orlando-derm/advancedmd-connector Single gateway to AdvancedMD: dual-queue dispatcher, rate clock, per-app tokens, MCP surfa 0 Claude Code 1 1,536 tok
theamargupta/memory-mcp mcp.devfrend.com 0 Claude Code, Codex, OpenCode 2 1,263 tok
Schmalvis/coinbase-mcp-server Coinbase MCP 0 Claude Code 2 1,959 tok
waalwalker1/regulated-mcp-insurance-deployment Open-source reference architecture for deterministic, auditable insurance quotation workfl 0 Claude Code, Codex, OpenCode 14 702 tok
elevanaltd/HestAI-MCP 0 Claude Code, GitHub Copilot 6 1,187 tok
arclabs-studio/ARCLinearGitHub-MCP MCP Server that integrates Linear (issues) and GitHub (repos) for Claude Desktop/Code, enf 0 Claude Code 1 1,790 tok
openlearnia/OLTestStack MCP server for AI browser testing via Puppeteer/CDP 0 Claude Code, Cursor 6 —
neverprepared/mcp-cloudflare-dns 0 Claude Code 1 1,414 tok
adam-s/rubiks-cube-mcp 0 Claude Code 9 —
kltng/claude-memory Cross-machine memory system for Claude Code — records sessions as searchable markdown, syn 0 Claude Code 1 429 tok
fmmarmello/servicodados-mcp 0 Gemini CLI 1 —
swang62/hatchet-mcp Personal local AI agent framework with LangGraph orchestration, Hatchet tracing and durabi 0 Codex, OpenCode 1 390 tok
rbonitz/remarkable-mcp-http- 0 GitHub Copilot 1 1,693 tok
alekhya2395/Milestone-3---AI-agent-MCP 0 Claude Code, Codex 1 —
muningis/seo-check-mcp 0 Claude Code 1 2,031 tok
terraceonhigh/Canvas-MCP-Server 0 Claude Code 1 1,901 tok
prateekaryann/github-mcp MCP server wrapping GitHub CLI for Claude integration 0 Claude Code 1 —
jlhernando/stitch-bridge MCP server bridging AI coding agents to Google Stitch design platform 0 Claude Code 4 1,782 tok
ipfans/nano-banana-mcp 0 Claude Code 1 295 tok
Ahngbeom/mysql-mcp-server 0 Claude Code 1 584 tok
Novigante/mcp-loyverse A local-first, read-only MCP server for the Loyverse API (stdio) that lets AI assistants q 0 Claude Code 1 804 tok
Kinolian1107/mcp-phison-email mcp-phison-email 0 Claude Code 1 1,104 tok
Raghu23-dev/trigsight trigsight.vercel.app Portfolio with an AI assistant that cannot make a claim it can't prove — every citation is 0 Claude Code, Codex, OpenCode 2 159 tok
wesbragagt/quack-mcp A powerful csv file data analyzer powered by Duckdb 0 Claude Code 1 3,060 tok
niallr12/engineering-knowledge-mcp 0 Claude Code 1 200 tok
assebler-grkha/VE-MCP 0 Claude Code, Codex, OpenCode 3 1,074 tok
jsilvanus/personal-repo-mcp Personal repo MCP - taking load of GithubMCP to your own VPS and only pushing when done 0 Claude Code 1 2,220 tok
megabaka404/steam-personal-mcp Let AI read your Steam library, wishlist, prices, achievements and play history via MCP. 0 Codex, OpenCode 1 67 tok
avtechno-era/plane-mcp-server MCP server for self-hosted Plane (Community Edition) - lets an LLM act as a project manage 0 Claude Code 1 —
hlucent/airkorea-realtime-mcp Air quality forecast notifications, weekly ultrafine dust forecasts, high-concentration ul 0 Claude Code 1 2,847 tok
limjonathan/runtime-mcp Drop-in library exposing your app's live logs, DB schema, config, and feature flags to cod 0 Codex, OpenCode 1 701 tok
revenium/revenium-mcp MCP server for Revenium - AI cost tracking, alerting, and usage-based billing 0 Claude Code 10 —