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
moonlitknight/mcp1template a clone of the mcp typescript template 0 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 3,787 tok
gawakawa/pursuit-mcp MCP server for Pursuit, the PureScript documentation search engine 0 Claude Code 3 1,038 tok
greatSumini/hello-mcp 0 Claude Code 1 30 tok
omd0/srt-mcp 0 Claude Code, Codex, Cursor, OpenCode 4 143 tok
az9713/claude_skill_hn_mcp_server HackerNews MCP Server created with Claude Skill mcp-builder 0 Claude Code 10 —
franccesco/ynab-mcp A FastMCP server that lets AI assistants interact with your YNAB budget through the Model 0 Claude Code 1 1,271 tok
lucas-1000/mcp-glucose MCP server for querying glucose data in Claude Desktop 0 Claude Code 1 2,478 tok
Akshay-Quorum2145/ADO-MCP 0 Claude Code 1 1,750 tok
SAK1337/myzerionmcp MCP for Zerion 0 Claude Code, Codex, OpenCode 5 3,851 tok
manasp21/rabi-mcp Advanced MCP server specialized in Atomic, Molecular and Optical (AMO) Physics 0 Claude Code 1 16 tok
82deutschmark/chlorpromazine-mcp markbarney.net Buzz Killer 0 Claude Code 1 797 tok
manasp21/EventHorizon An MCP server implementation that provides evolutionary solution generation and optimizati 0 Claude Code 1 8 tok
padak/apify-actor-reddit-mcp 0 Claude Code 1 2,701 tok
TwoFeetUp/clickup-mcp 0 Claude Code 8 —
LucaDeLeo/amazing-marvin-mcp 0 Claude Code 1 4,299 tok
huegli/capture-win-mcp 0 Claude Code 1 1,286 tok
erayguner/db-mcp Database MCP 0 Claude Code 1 1,672 tok
Ishant-93/MCP 0 Claude Code 1 1,577 tok
MissionSquad/mcp-thorchain THORChain MCP server 0 Claude Code 1 7,837 tok
AnotherStream/mcp-notes-connector Evernotes MCP Server 0 Claude Code 1 1,576 tok
cppmyjob/cpp-mcp-planner MCP Planner 0 Claude Code 2 709 tok
mad-sol-dev/mad-invoice-mcp MAD invoiceMCP server. Create, store, and render invoices from JSON via LaTeX to PDF – sin 0 Claude Code 1 2,534 tok
bugzy-ai/resend-mcp-server MCP server for sending emails via Resend API 0 Claude Code 1 543 tok
es6kr/claude-sessions-mcp DEPRECATED: This package has been replaced by claude-code-sessions. 0 Claude Code 1 865 tok
bpamiri/pymssql-mcp 0 Claude Code 1 677 tok
UNES97/mcp-db-demo MCP Demo 0 Claude Code 1 —
12-days-of-shipmas-2025/day-2-image-generation-mcp 0 Claude Code 1 448 tok
VivaLaPanda/archive-mcp MCP server for querying the Community Archive (preserved Twitter data) 0 Claude Code 1 770 tok
llanterme/codebase-insights-mcp codebase-insights-mcp 0 Claude Code 1 2,728 tok
danielsimonjr/math-mcp Math MCP using Mathjs and WASM for accelerated computing. 0 Claude Code 1 2,521 tok
palon7/mcp-chat-human MCP Server that connects to chat platforms like Discord to ask a human anything. 0 Claude Code 1 449 tok
himly0302/web-analysis-mcp 0 Claude Code 1 1,165 tok
0ui-labs/agentic-workbench MCP-based tool orchestrator with hierarchical navigation 0 Claude Code 2 850 tok
liquiddesign/freelo-mcp 0 Claude Code 1 1,083 tok
rinerebox1/deno-gemini-grounding-mcp-server 0 Claude Code, Gemini CLI 7 —
LLMBaseAI/mcp-servers mcp.llmbase.ai The most feature-rich, production-ready web fetching MCP server. (More servers coming soon 0 Claude Code 1 3,146 tok
UBTCodeNinja/mcp-file-compaction An MCP server (intended for Claude) to reduce token usage, allowing for longer conversatio 0 Claude Code 1 199 tok
shayrylmae/Weather-MCP-Server 0 Claude Code 1 1,368 tok
jacknzheng/superpower-meta-mcp-server 0 Claude Code 1 2,910 tok
miyatsuki/study-slack-remote-mcp 0 Claude Code 1 1,305 tok
uzusio/faster-whisper-mcp 0 Claude Code 6 464 tok
knishioka/cost-management-mcp A Model Context Protocol (MCP) server for unified cost management across cloud providers a 0 Claude Code, Codex, OpenCode 3 7,458 tok
kiyo-e/time-mcp 0 Claude Code 1 580 tok
JamieWonderchild/claude-gemini-mcp 0 Claude Code 1 1,155 tok
danielscholl/agile-team-mcp-server An MCP Server that leverages the power of an Agile Team 0 Claude Code 4 858 tok
ptrst102/pokemon-gen3-calc-mcp 0 Claude Code 3 4,291 tok
chadkunsman/zoom-mcp 0 Claude Code 1 2,122 tok
kzmshx/youtube-mcp MCP server for extracting YouTube video transcripts and metadata 0 Claude Code 1 —
Belkin-digital/yatracker-connector Ya Tracker MCP connector 0 Claude Code, Codex, OpenCode 2 2,591 tok
georgepok/local-llm-mcp-server MCP server that bridges local LLMs through LM Studio with Claude Desktop. Privacy-first AI 0 Claude Code 4 1,658 tok