How real projects configure their agents

43,750 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 agents7,690Claude Code6,656Data and AI3,669Backend and APIs3,506Languages3,395Planning3,227Git and workflow3,219Code review2,753Testing2,387Memory and context2,368Writing and docs2,331DevOps and cloud2,317Research2,292Frontend2,266Security2,036Productivity1,725

All Claude Code31,992 Codex23,401 OpenCode22,346 GitHub Copilot3,564 Gemini CLI1,917 Cursor1,741 Windsurf146 Kiro83

Project Stars Configures Files Always loaded
ANAMIZED/SuperAgenticMCP SuperAgenticMCP is a production-oriented, MCP-native router and multi-agent control plane. 1 Codex, OpenCode 1 417 tok
Abhishek-B-R/social0-mcp Official Model Context Protocol server for Social0 — manage social posts from AI assistant 1 Claude Code, Codex, OpenCode 2 3,745 tok
AceDataCloud/ShortURLMCP MCP server for short URL creation and management through Ace Data Cloud. 1 Claude Code, GitHub Copilot 2 786 tok
AlpayC/abfall-mcp-server abfall-mcp.alpaycelik.dev MCP server for the waste collection calendars of German cities and districts - 995 waste a 1 Claude Code, Codex, OpenCode 3 1,403 tok
Ankit512/log-anomaly-detector log-anomaly-detector-ten.vercel.app 1 Claude Code 1 978 tok
ANAMIZED/desk ANAMIZED public-goods desk: agent floor, MCP servers, donations and sponsorships only. 1 Codex, OpenCode 1 1,455 tok
ANAMIZED/LRSI LRSI (Local Recursive Self-Improvement) — Autonomous Agentic Operating System. Sovereign c 1 Codex, OpenCode 1 553 tok
ANAMIZED/OpenMesha OpenMesha is one of the most ambitious and intellectually open-source full-spectrum “Auton 1 Codex, OpenCode 1 603 tok
ANAMIZED/Server-OS Autonomous Agentic Operating System — agents as processes with cost control, governance, o 1 Codex, OpenCode 1 300 tok
ANAMIZED/YodMCP YodMCP — Ultimate Autonomous MCP Server (Agent Operating System). Multi-graph memory, Task 1 Codex, OpenCode 1 184 tok
APonkratov/yandex-tracker-mcp Yandex Tracker MCP Server with OAuth2 support 1 Claude Code 12 1,535 tok
AceDataCloud/GrokMCP MCP server for Grok Imagine AI video generation via Ace Data Cloud. 1 Claude Code, GitHub Copilot 2 856 tok
AceDataCloud/SerpMCP platform.acedata.cloud MCP server for Google SERP search, images, news, maps, and knowledge graph results. 1 Claude Code, GitHub Copilot 2 801 tok
AceDataCloud/WanMCP platform.acedata.cloud MCP server for Wan AI video generation via AceDataCloud API 1 Claude Code, GitHub Copilot 2 806 tok
Asthanaji05/MCP_Pokemon The PokeAPI MCP Server acts as a bridge, allowing AI assistants to fetch and utilize compr 1 Gemini CLI 1 264 tok
CSOAI-ORG/explainability-report-mcp By [MEOK AI Labs](https://meok.ai) | The only MCP server for AI explainability and transpa 1 Cursor 1 81 tok
Coinyak/onchainai onchain-ai.xyz Crypto tool directory: discover, normalize, and expose MCP, CLI, SDK, API, x402, RWA, and 1 Claude Code, Codex, GitHub Copilot, OpenCode 17 2,341 tok
CSOAI-ORG/eu-ai-act-compliance-mcp meok.ai 📚 Freezes the EU AI Act as a 417-provision measurement corpus (113 Articles, provision-le 1 Cursor 1 219 tok
CSOAI-ORG/dora-compliance-mcp meok.ai 🏦 Exposes DORA (Regulation EU 2022/2554) tooling for financial entities over MCP — ICT-ri 1 Cursor 1 203 tok
CSOAI-ORG/qidi-printer-mcp MCP server for QIDI 3D printers via Moonraker API — control, monitor, and automate prints 1 Cursor 1 93 tok
CSOAI-ORG/voice-audio-mcp MEOK AI Labs — Voice & Audio. TTS, voice cloning, audio generation, transcription. Integra 1 Cursor 1 96 tok
ChunSam/kiwoom-mcp-server Read-only MCP server exposing the Kiwoom Securities REST API (market data, account inquiry 1 Claude Code 4 9,718 tok
BASHBOP/otito bashbop.github.io Local-first code context CLI + MCP server: discover, index, and search repos; generate tas 1 Codex, OpenCode 1 348 tok
CSOAI-ORG/agent-rate-limiter-mcp Fleet-wide shared rate limiter for A2A + multi-MCP deployments. Most MCP servers rate-limi 1 Cursor 1 149 tok
CSOAI-ORG/csoai-governance-crosswalk-mcp meok.ai 13-framework × 52-article regulatory crosswalk (NIST AI RMF ↔ ISO/IEC 42001 ↔ EU AI Act ↔ 1 Cursor 1 98 tok
CSOAI-ORG/proofof-ai-mcp meok.ai 🔎 Exposes content-provenance and authenticity checks for AI-generated media over MCP — me 1 Cursor 1 89 tok
CSOAI-ORG/real-estate-listing-mcp meok.ai Real estate listing MCP — property search, valuation, mortgage calculator, neighbourhood a 1 Cursor 1 86 tok
CSOAI-ORG/sbom-cyclonedx-mcp meok.ai SBOM CycloneDX 1.6 + SPDX 2.3. EO 14028 / NIS2 / CRA. Part of the CSOAI Layer-0: 8 protoco 1 Cursor 1 201 tok
AtlasDevHQ/atlas useatlas.dev Atlas is the company facts your AI agents can trust: every one carries its source, its dat 1 Claude Code, Codex, OpenCode 19 5,757 tok
Bharath-code/regressGuard 1 Claude Code, Codex, OpenCode 2 2,651 tok
CSOAI-ORG/blockchain-verification-mcp Blockchain verification MCP — wallet analysis, transaction tracing, smart contract audit, 1 Cursor 1 71 tok
CSOAI-ORG/coppa-ferpa-mcp meok.ai Children's privacy MCP — COPPA, FERPA, UK AADC, EU AI Act minors. MIT 1 Cursor 1 191 tok
CSOAI-ORG/fda-samd-mcp meok.ai FDA AI/ML SaMD compliance MCP. 510(k), De Novo, PMA, PCCP, GMLP. MIT 1 Cursor 1 195 tok
CSOAI-ORG/pet-care-ai-mcp meok.ai Pet care MCP — vaccination tracking, feeding schedules, vet appointments, breed-specific h 1 Cursor 1 83 tok
GuillaumeLessard/qector-claude-plugin qector.store QECTOR Quantum Error Correction: High-performance, mathematically verified local QEC engin 1 Claude Code, Codex, OpenCode 2 1,878 tok
Enigma-52/WorkWay--BE workway.dev WorkWay is an AI-powered job search platform that helps you discover jobs, research compan 1 Codex, OpenCode 1 1,751 tok
FoodXDevelopment/FoodBlock A content-addressable protocol for universal food data 1 Claude Code 1 7,698 tok
Grinv/anilist-mcp-server npmjs.com MCP server for the AniList GraphQL API — anime/manga search, details, and personal list ma 1 Claude Code, Codex, OpenCode 11 3,636 tok
ECD5A/OrchestrUI ecd5a.github.io Deterministic UI policy, discovery and quality gates for coding agents. 1 Claude Code, Codex, OpenCode 2 482 tok
Graphmaxer/gw1-mcp gw1-mcp.graphmaxer.workers.dev GW1 build compiler MCP server: skill data, template code encode/decode, validation, hero r 1 Claude Code 1 27,086 tok
CrossPad/crosspad-mcp MCP development server for CrossPad 1 Claude Code 1
DrBaher/compare-cli cli.drbaher.com Clause-aware drift detection between two contract versions — a pre-signature gate for lega 1 Codex, OpenCode 1 3,157 tok
EmiyaKatuz/crispasr-agent-transcriber Local CrispASR transcription for Codex and MCP agents. English via Cohere, Chinese via Qwe 1 Codex, OpenCode 1 387 tok
FrankXMX/dailyhotmcp 1 Claude Code, Codex, OpenCode 2 2,434 tok
DanielOrtiz0220/nyc-restroom-mcp 1 Codex, OpenCode 1 764 tok
Davmunrey/Trazum trazum.vercel.app Know what your AI agents cost, per project, without your prompts leaving the machine. CLI, 1 Claude Code 3
Deesmo/Arch-AI-Tools archtools.dev 64 API tools behind one key. MCP native. x402 USDC payments. Web scraping, AI generation ( 1 Codex, OpenCode 1 1,388 tok
Enrico55/Chat-Lab humanity-commons.vercel.app Chat can use 1 Codex, OpenCode 1 444 tok
KarstenKreh/Standby.Design standby.design Design system generators: OKLCH color palettes, fluid type scales, spacing, shape & icon t 1 Claude Code 1 944 tok
MAIAS-project/maias MAIAS — Mobile App Information Architecture Schema: an open standard for describing an app 1 Claude Code 6 1,509 tok