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
aspekt19/unboxed-loyalty-spark 1 Codex, Cursor, OpenCode 2 4,741 tok
nolindnaidoo/colors-le letools.dev Extract every color in a codebase, and say which ones are not in your palette 1 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 10,654 tok
ai-ventures-hub/shelf shelfmcp.com Local tool library for macOS — keep the tools you build, launch them in a click, and share 1 Cursor 1 —
jmenzies722/shua-labs shua-labs.vercel.app Tools for running AI agents in production — safe, observable, cheap to operate. 1 Claude Code, Codex, Cursor, OpenCode 16 471 tok
nitra/7n-rules nitra cursor rules 1 Claude Code, Codex, Cursor, OpenCode 30 3,227 tok
Yoruto/prd-kit A general-purpose PRD for standardizing AI feature implementation. 1 Cursor 1 —
phuoctrung-ppt/ai-sdlc-workflow An agentic workflow framework & software development for the Cursor 1 Claude Code, Codex, Cursor, OpenCode 60 3,346 tok
kksudo/AgentFS Scaffold your Obsidian vault as a filesystem-based OS for AI agents. Single source of trut 1 Claude Code, Codex, Cursor, OpenCode 3 2,645 tok
Gwergilius/Enclave-Terminal-Breach Multi-platform Fallout terminal hacking assistant - From SPARROW prototype to ECHELON dep 1 Claude Code, Cursor 3 394 tok
ankitforcode/medify-mcp-server 1 Cursor 2 —
sandraschi/pdf-mcp FastMCP PDF intelligence: extract, manipulate, annotate, convert, validate, and LanceDB RA 1 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,765 tok
ijanzz5621/mcp-code-guardian MCP for code guardian - help to improve code from time to time 1 Claude Code, Cursor 21 50 tok
sovantica/engrava-mcp engrava.ai Model Context Protocol server for Engrava — expose an AI agent memory database to any MCP 1 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 4,145 tok
AINative-Studio/ainative-zerodb-memory-mcp AINative ZeroDB Memory MCP Server - 6 optimized tools for agent memory with smart context 1 Codex, Cursor, OpenCode 2 743 tok
CSOAI-ORG/explainability-report-mcp 🔌 Exposes By [MEOK AI Labs](https://meok.ai) | An over MCP — for AI explainability and tr 1 Cursor 1 81 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 🔌 Exposes MCP server for QIDI 3D printers via Moonraker API — control, monitor, and autom 1 Cursor 1 93 tok
CSOAI-ORG/voice-audio-mcp 🔌 Exposes Voice & Audio. TTS, voice cloning, audio generation, transcription. Integrates 1 Cursor 1 96 tok
CSOAI-ORG/agent-rate-limiter-mcp 🔌 Exposes Fleet-wide shared rate limiter for A2A + multi-MCP deployments. Most over MCP — 1 Cursor 1 149 tok
CSOAI-ORG/csoai-governance-crosswalk-mcp meok.ai 🔌 Exposes 13-framework × 52-article regulatory crosswalk (NIST AI RMF ↔ ISO/IEC 42001 ↔ E 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 🔌 Exposes Real estate listing over MCP — property search, valuation, mortgage calculator, 1 Cursor 1 86 tok
CSOAI-ORG/sbom-cyclonedx-mcp meok.ai 🔌 Exposes SBOM CycloneDX 1.6 + SPDX 2.3. EO 14028 / NIS2 / CRA. 1 Cursor 1 201 tok
CSOAI-ORG/blockchain-verification-mcp 🔌 Exposes Blockchain verification over MCP — wallet analysis, transaction tracing, smart 1 Cursor 1 71 tok
CSOAI-ORG/coppa-ferpa-mcp meok.ai 🔌 Exposes Children's privacy over MCP — COPPA, FERPA, UK AADC, EU AI Act minors. MIT 1 Cursor 1 191 tok
CSOAI-ORG/fda-samd-mcp meok.ai 🔌 Exposes FDA AI/ML SaMD compliance over MCP — 510(k), De Novo, PMA, PCCP, GMLP. MIT 1 Cursor 1 195 tok
CSOAI-ORG/pet-care-ai-mcp meok.ai 🔌 Exposes Pet care over MCP — vaccination tracking, feeding schedules, vet appointments, 1 Cursor 1 83 tok
ONE8943/ai-furniture-hub ai-furniture-hub.onrender.com MCP server for AI agents: 15 tools, 300+ products, 31 categories. mm-precision furniture s 1 Codex, Cursor, OpenCode 2 1,375 tok
XFuel-Lab/xfuel-protocol xfuel.app The book for paid AI compute. Hub, model, and amount on collected rows you hold. 1 Codex, Cursor, OpenCode 4 1,964 tok
nolindnaidoo/urls-le letools.dev Extract every URL in a codebase, with its protocol and exact position 1 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 10,912 tok
nolindnaidoo/string-le letools.dev Extract every string in a codebase, with its position, so a person can read them 1 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 11,181 tok
nolindnaidoo/envsync-le letools.dev Compare the dotenv files in a tree, and say which keys are missing from which 1 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 12,194 tok
nolindnaidoo/secrets-le letools.dev Find hardcoded credentials in a codebase, and never print one into the report 1 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 10,155 tok
ontorata/ratary ratary.ontorata.com 1 Cursor 13 —
nolindnaidoo/dates-le letools.dev Extract every date and timestamp, and the exact instant each one resolves to 1 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 10,339 tok
nolindnaidoo/paths-le letools.dev Extract every file path in a codebase, and say whether it still points at anything 1 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 10,991 tok
nolindnaidoo/scrape-le letools.dev Check whether a page is scrapeable before the scraper is written, and say when it cannot t 1 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 11,465 tok
NerveNetwork/nerve-agent Nerve Agent — AI Payment Framework & MCP 1 Cursor 2 —
smarterweather/developer Smarter Weather developer platform: REST + MCP weather APIs for agents and apps. 1 Codex, Cursor, OpenCode 2 1,399 tok
Smart-AI-Memory/memdocs smartaimemory.com Persistent memory management for AI projects - Git-native documentation intelligence 1 Cursor 1 1,999 tok
threadlinqs-cmd/Threadlinqs-Security-Detection-MCP Unified Detection Engineering Platform — 7,283+ detections across Sigma, Splunk ESCU, Elas 1 Claude Code, Cursor 15 —
ysydhc/team_memory A team experience database based on the MCP protocol. Automatically extracts, stores, and 1 Claude Code, Codex, Cursor, OpenCode 4 3,701 tok
brutalzinn/simple-mcp-selenium This is just a tool to use a chrome driver that exposes a MCP server to be easily to use w 1 Cursor 1 190 tok
Republicofhaitigoodstory6175/engram Connect your codebase to AI coding tools with a universal context spine. 1 Claude Code, Cursor 2 1,893 tok
KeelStack-me/engine-cursorrules AI agent rules for KeelStack Engine — strict 8-layer architecture guardrails for Cursor, C 1 Cursor 1 6,496 tok
elirancv/CursorMD Transform your Cursor IDE into a professional documentation powerhouse 1 Cursor 1 1,062 tok
BCuracao/cursor-universal-rules 1 Cursor 1 179 tok
hashgraph-online/hol-cursorrules Cursor AI rules for Hashgraph Online development - TypeScript SDK, Registry Broker, AI age 1 Cursor 1 1,787 tok
vikisingh23/wealth-forge-ai A precision-engineered AI workforce for fiduciary-grade financial strategy. Modeled after 1 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 1,181 tok