How real projects configure their agents

1,730 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 agents7,473Claude Code6,589Data and AI3,693Backend and APIs3,491Languages3,403Planning3,201Git and workflow3,131Code review2,731Memory and context2,354Testing2,335DevOps and cloud2,298Research2,288Writing and docs2,284Frontend2,242Security1,995Productivity1,703

All Claude Code32,066 Codex23,211 OpenCode21,984 GitHub Copilot3,528 Gemini CLI1,908 Cursor1,730 Windsurf104 Kiro70

Project Stars Configures Files Always loaded
ashishpatill/tell-proof Tell reads your rendered UI, names what makes it look AI-generated, and helps you art-dire 1 Claude Code, Codex, Cursor, OpenCode 61 3,447 tok
raintr91/Processkit process mcp tool 1 Claude Code, Cursor 1
felipemdf/wt-manager Gerenciador configurável de git worktrees — CLI + MCP. 1 Cursor 1
sandraschi/rtorrent-mcp rTorrent MCP server: torrent management, multi-source search, post-processing, and Austria 1 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 2,804 tok
JustineDevs/CRUX cruxbeta.vercel.app CRUX MCP - implying your system resolves the core problem of AI design slop. that targets 1 Claude Code, Codex, Cursor, OpenCode 13 793 tok
sandraschi/midasheng-gen-mcp MCP server generating coherent 16 kHz mixed audio scenes from text - speech, music, sound 1 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 1,231 tok
sandraschi/stripe-mcp FastMCP 3.4+ server & SOTA React Webapp for Stripe payment operations, SaaS billing, subsc 1 Claude Code, Codex, Cursor, OpenCode 3 740 tok
lemmaoracle/lemma lemma.frame00.com Give AI proven facts — a cryptographically verified truth layer for agent AI, built on ZK 1 Claude Code, Codex, Cursor, OpenCode 11 216 tok
nolindnaidoo/numbers-le letools.dev Extract every hardcoded number in a codebase, so a person can check them 1 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 8,309 tok
magarcia/mcp-server-linearapp A Model Context Protocol (MCP) server for the Linear API 1 Cursor 1 643 tok
The-Focus-AI/buttondown-mcp ModelContextProtocal server for interacting with buttondown 1 Cursor 1 266 tok
JMReader/mcp_shell_server An MCP server capable of executing any terminal command securely and efficiently 1 Cursor 1 762 tok
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
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
kimss-ai/kimss-python-sdk Official Kimss Python control-plane SDK (PyPI: kimss). Register agents, report usage, MCP 1 Claude Code, Cursor 2 250 tok
sandraschi/bilibili-mcp Bilibili (B站) content-intelligence bridge - search, trending, video intel and transcript s 1 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 1,672 tok
erpipe-org/erpipe erpipe.com ERPipe — open-core TypeScript MCP for Odoo. Hosted product: https://erpipe.com — MCP: http 1 Codex, Cursor, OpenCode 2 210 tok
sandraschi/invokeai-mcp invoke.ai InvokeAI creative engine bridge - generate (txt2img/img2img/inpaint/upscale), queue, model 1 Claude Code, Codex, Cursor, OpenCode 3 1,335 tok
QuarkOS/Cairn Typed facts that outlive the session. Agents assert, recall, and retract through JSON or M 1 Claude Code, Codex, Cursor, OpenCode 11 530 tok
aokihu/mcp-teamate-server Teamate MCP server. 1 Cursor 1 516 tok
band-ai/band-mcp 1 Cursor 1 4 tok
radthenone/ai-instruction-kit-mcp Projekt MCP który zbiera instrukcje dla cursor, vscode, github copilot, codex, kiro, kilo, 0 Claude Code, Codex, Cursor, OpenCode 66 2,194 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 5 941 tok
sandraschi/onenote-mcp MCP server for Microsoft OneNote via Graph API - notebooks, sections, pages, search, devic 0 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,838 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 Claude Code, 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 5,245 tok
CSOAI-ORG/ad-copy-ai-mcp meok.ai AI-powered ad copy generation for multi-platform campaigns. 0 Cursor 1 77 tok
CSOAI-ORG/accounting-ai-mcp meok.ai accounting-ai-mcp MCP — AI-powered automation tool. MIT. 0 Cursor 1 73 tok
CSOAI-ORG/accessibility-ai-mcp meok.ai accessibility-ai-mcp MCP — AI-powered automation tool. MIT. 0 Cursor 1 66 tok
CSOAI-ORG/agent-audit-logger-mcp Hash-chained HMAC-signed audit log MCP for A2A (agent-to-agent) calls. Every tool-call, ag 0 Cursor 1 181 tok
CSOAI-ORG/agent-commerce-payments-mcp Agent commerce protocol MCP — product catalog, cart management, checkout, order tracking. 0 Cursor 1 81 tok
CSOAI-ORG/agent-data-residency-mcp meok.ai GDPR Chapter V runtime guard for cross-region agent transfers. Adequacy + SCCs + BCRs + ID 0 Cursor 1 215 tok
CSOAI-ORG/agent-delegation-mcp Create and delegate tasks to specialized agents, track progress, and manage task lifecycle 0 Cursor 1 78 tok
CSOAI-ORG/agent-handoff-certified-mcp Verifiable agent-to-agent task handoff with signed provenance chain. Initiating agent sign 0 Cursor 1 164 tok
CSOAI-ORG/agent-orchestrator-mcp meok.ai Multi-agent task management: create agents, delegate tasks with trust-based routing, coord 0 Cursor 1 78 tok
CSOAI-ORG/agent-policy-enforcement-mcp Per-agent-pair IAM for A2A. Define policies ('orchestrator may call billing only when amou 0 Cursor 1 163 tok
CSOAI-ORG/agriculture-robotics-mcp Agricultural robotics compliance MCP — HSE PUWER, farm safety, autonomous vehicle standard 0 Cursor 1 83 tok