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
SampsonKY/XcodeBuildMCP async-let.com A Model Context Protocol (MCP) server that provides Xcode-related tools for integration wi 1 Cursor 1 1,983 tok
subbu3012/kognamcp 1 Cursor 1 257 tok
thekingoffamily/Cursor-MCP-server-for-track-ai-agents-works 1 Cursor 1 814 tok
sandraschi/onenote-mcp MCP server for Microsoft OneNote via Graph API - notebooks, sections, pages, search, devic 1 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,836 tok
CSOAI-ORG/accounting-ai-mcp meok.ai 🔌 Exposes accounting over MCP — AI-powered automation tool. MIT. 1 Cursor 1 73 tok
CSOAI-ORG/logistics-ai-mcp meok.ai 🔌 Exposes logistics tools over MCP (MEOK AI Labs); see the README for the tool list. 1 Cursor 1 72 tok
Cipher208/a-memory cipher208.github.io a-memory: 4-tier AI agent memory in plain SQLite — 5 MCP primitives, hybrid FTS5+binary se 1 Claude Code, Codex, Cursor, OpenCode, Windsurf 4 789 tok
Edison-Watch/sealgate-mcp 🦭 SealGate MCP 1 Claude Code, Codex, Cursor, OpenCode 12 1,367 tok
leocelis/ivd ivdframework.dev Intent-Verified Development (IVD): a framework where AI writes the intent, implements agai 1 Cursor 1 5,122 tok
Naunau75/spotify_mcp 1 Cursor 1 333 tok
wvlvik/toy-skills 1 Claude Code, Codex, Cursor, OpenCode 9 2,634 tok
ntufar/mcp MCP Server 1 Claude Code, Cursor 5 —
Gabrielbief/suno-mcp 1 Cursor 1 1,872 tok
finimpulse/mcp-server-typescript developers.finimpulse.com Financial data MCP server 1 Cursor 1 —
kimss-ai/kimss-python-sdk Official Kimss Python control-plane SDK (PyPI: kimss). Register agents, report usage, MCP 1 Claude Code, Cursor 2 305 tok
Mutigen/packforge AI Agent Instruction Hub — orchestrates context-aware instruction packs for Cursor, Claude 1 Claude Code, Codex, Cursor, OpenCode 3 3,123 tok
TMHSDigital/tailscale-mcp tmhsdigital.github.io MCP server for safe programmatic access to the local Tailscale daemon: tailnet discovery, 1 Codex, Cursor, OpenCode 2 1,532 tok
nitineeen/beerman dashboard-six-pink-41.vercel.app It's a memory layer for AI coding agents, it captures your planning conversations, screens 1 Claude Code, Codex, Cursor 10 581 tok
Neschadin/askell-mcp MCP server for the Askell payment and subscription API (Bun + stdio) 1 Claude Code, Codex, Cursor 4 —
grizlizora/holy-bible-mcp Universal Multilingual Bible MCP Server (800+ languages, 11.9M verses, 100% offline, zero- 1 Codex, Cursor, OpenCode 2 590 tok
sathish136/bricscad-mcp 1 Cursor 1 —
dgraziosi/foundation Personal ontology + MCP for agents — a foundation they can grow. 1 Claude Code, Codex, Cursor 11 —
workast/mcp workast.com Workast MCP. Organize work with your team and agents. 1 Claude Code, Cursor 1 —
QuarkOS/Cairn Typed facts that outlive the session. Agents assert, recall, and retract through JSON or M 1 Claude Code, Codex, Cursor, OpenCode 11 557 tok
aokihu/mcp-teamate-server Teamate MCP server. 1 Cursor 1 516 tok
band-ai/band-mcp 1 Cursor 1 4 tok
nilhemdot/bountystrike-community BountyStrike Community Edition — Claude Code-native autonomous bug bounty platform (AGPLv3 1 Claude Code, Codex, Cursor, Gemini CLI, OpenCode, Windsurf 24 6,009 tok
Ucode-io/mcp 0 Claude Code, Cursor 1 —
Jarzembak/calibremcp FastMCP 3.2 server for Calibre e-book library management — AI-assisted search, RAG, and ag 0 Claude Code, Codex, Cursor, OpenCode 4 1,295 tok
sandraschi/bluesky-mcp FastMCP Bluesky / AT Proto client with SOTA webapp and a human-approved outbox for fleet p 0 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,199 tok
TheNickSanchez/passkey-mcp Cross-platform secrets manager for AI coding assistants — stores secrets in system keychai 0 Claude Code, Codex, Cursor, OpenCode 6 1,231 tok
PARK0301/job-agent AI job search & apply agent — OpenAI matching, Playwright/CDP, Cursor MCP + Automation 0 Cursor 1 —
ZGMFX01A/coding-tools-mcp-expand 0 Claude Code, Codex, Cursor, OpenCode 10 1,813 tok
sitegpt/agent-skills 0 Codex, Cursor, OpenCode 2 884 tok
webhook-co/webhook webhook.co Capture, inspect, replay and deliver webhooks. Open source, with a free permanent signed U 0 Claude Code, Codex, Cursor, OpenCode 25 2,669 tok
zNetinho/plugin-sentinel-mcp 0 Codex, Cursor, OpenCode 2 623 tok
truss-security/truss-agent-mcp This repo holds the Truss MCP based Agent code. Conceptualization to Hugging Face. It will 0 Codex, Cursor, OpenCode 2 1,306 tok
favcrm/mcp FavCRM MCP — install snippets, examples, docs for the Model Context Protocol server at api 0 Cursor 1 90 tok
AgentAnycast/agentanycast-node Go daemon for AgentAnycast — P2P networking, encryption, NAT traversal, A2A engine 0 Cursor 1 818 tok
BlueWaterCorp/RiskModels_API riskmodels-api.vercel.app 0 Claude Code, Codex, Cursor, OpenCode 8 5,341 tok
CSOAI-ORG/ad-copy-ai-mcp meok.ai 🔌 Exposes AI-powered ad copy generation for multi-platform campaigns. 0 Cursor 1 77 tok
CSOAI-ORG/accessibility-ai-mcp meok.ai 🔌 Exposes accessibility over MCP — AI-powered automation tool. MIT. 0 Cursor 1 66 tok
CSOAI-ORG/agent-audit-logger-mcp 🔌 Exposes Hash-chained HMAC-signed audit log over MCP — for A2A (agent-to-agent) calls. E 0 Cursor 1 181 tok
CSOAI-ORG/agent-commerce-payments-mcp 🔌 Exposes Agent commerce protocol over MCP — product catalog, cart management, checkout, 0 Cursor 1 81 tok
CSOAI-ORG/agent-data-residency-mcp meok.ai 🔌 Exposes GDPR Chapter V runtime guard for cross-region agent transfers. Adequacy + SCCs 0 Cursor 1 215 tok
CSOAI-ORG/agent-delegation-mcp 🔌 Lets an MCP client create and delegate tasks to specialized agents, track progress, and 0 Cursor 1 78 tok
CSOAI-ORG/agent-handoff-certified-mcp 🔌 Exposes Verifiable agent-to-agent task handoff with signed provenance chain. Initiating 0 Cursor 1 164 tok
CSOAI-ORG/agent-orchestrator-mcp meok.ai 🔌 Exposes Multi-agent task management: create agents, delegate tasks with trust-based rou 0 Cursor 1 78 tok
CSOAI-ORG/agent-policy-enforcement-mcp 🔌 Exposes Per-agent-pair IAM for A2A. Define policies ('orchestrator may call billing onl 0 Cursor 1 163 tok
CSOAI-ORG/agriculture-robotics-mcp 🔌 Exposes Agricultural robotics compliance over MCP — HSE PUWER, farm safety, autonomous 0 Cursor 1 83 tok