How real projects configure their agents

1,729 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 agents7,450Claude Code6,586Data and AI3,698Backend and APIs3,488Languages3,402Planning3,191Git and workflow3,129Code review2,728Memory and context2,353Testing2,330DevOps and cloud2,293Research2,288Writing and docs2,283Frontend2,242Security1,990Productivity1,704

All Claude Code32,053 Codex23,184 OpenCode21,956 GitHub Copilot3,523 Gemini CLI1,906 Cursor1,729 Windsurf98 Kiro64

Project Stars Configures Files Always loaded
ks0318-p/sound-notification-mcp 2 Cursor 1 49 tok
Doucs91/hivelore Policy enforcement layer for AI coding agents — briefing gates, team memory, Git/CI checks 2 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 8,446 tok
GWLlosa/elite-dangerous-local-ai-tie-in-mcp Model Context Protocol server for Elite Dangerous integration with Claude Desktop and EDCo 2 Codex, Cursor, OpenCode 2 2,201 tok
sandraschi/gitee-mcp Gitee (Chinese GitHub) bridge for AI assistants: humming radar & momentum, repo intel, cro 2 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 6 1,558 tok
Idle-Sync/db-conn-mcp A dead-simple, self-hosted MCP server for safely querying your databases with AI agents (P 2 Claude Code, Cursor 2 3,324 tok
hirokidaichi/deepre local mcp server perplexity 2 Claude Code, Cursor 2 529 tok
nadimtuhin/antigravity-cli-mcp CLI MCP server for antigravity tooling 2 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 7 1,688 tok
dgraziosi/foundation Personal ontology + MCP for agents — a foundation they can grow. 2 Claude Code, Codex, Cursor 11
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 5 1,482 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 3,756 tok
forgesworn/bray Trust-aware Nostr MCP server for AI agents and humans. Verification, proximity, and access 1 Claude Code, Codex, Cursor, OpenCode 3 3,541 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
CSOAI-ORG/eu-ai-act-compliance-mcp meok.ai EU AI Act measurement corpus — 417 frozen provisions (113 Articles, provision-level granul 1 Cursor 1 219 tok
CSOAI-ORG/dora-compliance-mcp meok.ai DORA (Regulation EU 2022/2554) compliance MCP for financial entities. ICT risk, incident c 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
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
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
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
sandraschi/demo-vid-mcp Fleet demo video pipeline — narrated walkthroughs via Playwright, TTS, and FFmpeg 1 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 631 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 8,276 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 8,134 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 8,304 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 8,168 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 8,084 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 8,286 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 8,312 tok
NerveNetwork/nerve-agent Nerve Agent — AI Payment Framework & MCP 1 Cursor 2
sandraschi/overte-mcp Overte (classic Vircadia-lineage) MCP server + dashboard for domain admin and entity orche 1 Codex, Cursor, OpenCode 2 606 tok
smarterweather/developer Smarter Weather developer platform: REST + MCP weather APIs for agents and apps. 1 Codex, Cursor, OpenCode 2 686 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 3 3,511 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
bromso/metapowers bromso.github.io A Claude Code plugin that adds an agentic skills framework, with MCP's and a meta promptin 1 Claude Code, Codex, Cursor, OpenCode 3 2,037 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