How real projects configure their agents

1,769 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
davidruzicka/mcp4openapi Universal MCP server that can translate MCP tools for any OpenAPI 3.x specification. 0 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 18 4,351 tok
UMBRAXON/kya-hub umbraxon.xyz Know Your Agent — Lightning-paid, Ed25519-anchored identity & reputation protocol for auto 0 Codex, Cursor, OpenCode 2 3,353 tok
CBEPX/talos-mcp-server 🤖 AI-powered Talos Linux management via Model Context Protocol (MCP) 0 Claude Code, Codex, Cursor, OpenCode 5 1,183 tok
Asheng008/unifiles-mcp 0 Claude Code, Codex, Cursor, OpenCode 9 1,248 tok
claude-marie/pathways-mcp-server 0 Cursor 1 44 tok
CSOAI-ORG/mitre-attack-mcp meok.ai 🔌 Exposes MITRE ATT&CK matrix lookup + tactic/technique mapper over MCP — MIT 0 Cursor 1 184 tok
bitbankinc/bitbank-mcp-server MCPserver for bitbank 0 Claude Code, Codex, Cursor, OpenCode 7 720 tok
shelizi/coding-tools-mcp coding-tools-mcp 0 Claude Code, Codex, Cursor, OpenCode 11 2,084 tok
nikondrat/cctx-mcp MCP server for AI agents: code structure instead of a wall of text. smart_read, find_symbo 0 Claude Code, Codex, Cursor, OpenCode 13 1,561 tok
sinnhirl/cdt-smart-snapshot Token-efficient snapshot MCP server for Chrome DevTools Protocol: smart_snapshot, snapshot 0 Codex, Cursor, OpenCode 2 618 tok
tw-haiven/haiven-mcp-server Local MCP Server that exposes 2 tools, get-prompt and get-prompt-text 0 Cursor 1 395 tok
iflow-mcp/uber-eats-mcp-server 0 Cursor 1 17 tok
HJeon139/hjeon139-mcp-outofcontext An MCP Server to stash context for exact long term memory 0 Cursor 1 1,200 tok
Rethunk-AI/clodbridge MCP server bridging Cursor's .cursor/ directory into Claude Code. Define custom rules, ski 0 Claude Code, Codex, Cursor, OpenCode 13 1,841 tok
Jctechbr/PacketMaster MCP server for PCAP analysis via tshark 0 Cursor 2 —
xiaohe9/helpdesk-mcp-server 0 Cursor 1 121 tok
sebazai/faceit-mcp 0 Claude Code, Codex, Cursor, OpenCode 3 410 tok
kaizen-org/openapi-mcp-server MCP server that exposes any OpenAPI/Swagger API as MCP tools 0 Claude Code, Codex, Cursor, OpenCode 8 2,074 tok
Mih-Nig-Afe/MCP-Dev-Loop-Trello-Cursor-GitHub Human-in-the-loop Trello + Cursor AI dev workflow (MCP server, skills, hooks) 0 Cursor 1 —
umbecanessa/agent-room-mcp MCP server for Cursor agents to chat in shared rooms before git changes 0 Cursor 1 —
vhspace/goldenmcp goldenmcp-e9l6.vercel.app MCP server 0 Claude Code, Codex, Cursor 10 —
TMHSDigital/local-ai-mcp tmhsdigital.github.io Unified MCP server for managing local model runtimes (Ollama, LM Studio, and more): provid 0 Claude Code, Codex, Cursor, OpenCode 3 2,297 tok
nathanolds22/servicenow-mcp-merged 0 Cursor 1 660 tok
aviciot/mcp-template 0 Claude Code, Cursor 2 1,843 tok
shahrukh-hack/vibe-memory shahrukh-hack.github.io Universal Long-Term Memory & Cross-Agent Handoff Protocol for AI Coding Agents 0 Claude Code, Codex, Cursor, OpenCode 3 203 tok
Sayalab/agy_in_claude_mcp 0 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 7 1,420 tok
huginnnx/mcp-jira-tempo 0 Claude Code, Cursor 8 —
exmuzzy/exmuzzy-mcp 0 Claude Code, Cursor 2 1,540 tok
RanneG/linkup_mcp Custom MCP server for Cursor IDE with web search and RAG 0 Claude Code, Codex, Cursor, OpenCode 3 6,918 tok
michelfritzschjoin/join-ms-365-mcp-server A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Office servic 0 Cursor 1 817 tok
OriShmila/alpha-vantage-mcp-server 0 Cursor 1 4,800 tok
ashwinmram/mcp-server Central MCP server for storing and querying lessons learned and project-specific implement 0 Cursor 1 139 tok
Fernandocgomez/mcp-server 0 Cursor 1 2,167 tok
gurezo/mdn-translation-ja-mcp gurezo.net MDN Web Docs translation support MCP server 0 Claude Code, Codex, Cursor 6 —
OriShmila/gnews-mcp-server 0 Cursor 1 1,572 tok
estapel-ai/mcp-facebook-ads 0 Cursor 44 —
gds910228/Freelancer-Focus-Calendar A lightweight schedule and task management service for freelancers: event CRUD, Webhook re 0 Cursor 2 2,337 tok
openlearnia/OLTestStack MCP server for AI browser testing via Puppeteer/CDP 0 Claude Code, Cursor 6 —
DrZeD-13/test-mcp-db 0 Claude Code, Cursor 12 —
igamenovoer/davinci-resolve-mcp Public fork copy for video-nle-agent submodule 0 Cursor 1 392 tok
naveed949/kaia-mcp kaia blockchain mcp server 0 Cursor 1 —
tianmuji/figma-restoration-tools Professional Figma Component Restoration Kit - MCP tools with snapDOM-powered high-quality 0 Cursor 1 252 tok
omalleyandy/kenpom-client Python MCP server and API client for KenPom basketball analytics with automated odds fetch 0 Claude Code, Cursor 10 917 tok
paterapatera/redmine-mcp MCP for searching Redmine 0 Claude Code, Cursor 3 —
jkvu626/agent-zoo Personal agent hub with MCP support and a cozy UI. One server, one webapp, shared types. 0 Claude Code, Cursor 2 862 tok
SilasReinagel/flux-replicate-mcp 0 Cursor 1 27 tok
damameet14/mcp-webresearch Web research tool with MCP integration 0 Cursor 1 61 tok
yusakuvol/betting-method-mcp 0 Claude Code, GitHub Copilot, Cursor 4 5,194 tok
AlmaLinux/albs-mcp 0 Codex, Cursor, OpenCode 2 1,636 tok
techskies11/datadog-mcp 0 Claude Code, Cursor 3 —