How real projects configure their agents

23,251 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 agents7,609Claude Code6,644Data and AI3,677Backend and APIs3,502Languages3,403Planning3,220Git and workflow3,193Code review2,743Testing2,377Memory and context2,363DevOps and cloud2,314Writing and docs2,311Research2,293Frontend2,259Security2,022Productivity1,721

All Claude Code32,006 Codex23,251 OpenCode22,198 GitHub Copilot3,552 Gemini CLI1,917 Cursor1,737 Windsurf138 Kiro81

Project Stars Configures Files Always loaded
romaine-life/mcp-grafana 0 Codex, OpenCode 1 45 tok
ericchen1972/SlimWeb-Client-MCP 0 Codex, OpenCode 1 55 tok
mosswild/res_prop_mcp Residential Property MCP. Uses free government data bases, Redfin, and FSBO sites. 0 Claude Code, Codex 1
LionelHao/prompthub-mcp MCP server for PromptHub — publish and fetch prompts from Claude Code / Codex. 0 Codex, OpenCode 1 422 tok
harrydaihaolin/splitwise-mcp MCP server for Splitwise — manage expenses, balances, and settlements in natural language. 0 Codex, OpenCode 1 693 tok
CobaltBlue3699/mysql-mcp-server 0 Claude Code, Codex, Gemini CLI 7 1,125 tok
tksfjt1024/gemini-cli-mcp-slim A thin, auditable MCP server wrapping the Gemini CLI. Forward-compatible via extra_args pa 0 Claude Code, Codex, OpenCode 2 1,292 tok
wate/openapi-mcp 0 Codex, GitHub Copilot, OpenCode 6 9,286 tok
openjkai/secscan_mcp 0 Codex, OpenCode 1 318 tok
gghez/mcp-gouv-fr 0 Codex, OpenCode 1 1,550 tok
nx-solutions-ug/chronova-mcp chronova.dev MCP server exposing Chronova developer productivity data to AI agents via the Model Contex 0 Claude Code, Codex, OpenCode 8 3,469 tok
PedroHSGuimaraes/nuvem-shop-mcp-server 0 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,559 tok
zhang77-X/chrpme_MCP 0 Codex, OpenCode 1 206 tok
filhocf/docforge-mcp MCP server for complete Office document manipulation — create, read, edit, convert DOCX/XL 0 Codex, OpenCode 1 839 tok
MingGH/doubao-seedream-mcp seedream.mcp.996.ninja Wraps the Doubao Seedream image generation model as an MCP service, deployed on Cloudflare 0 Codex, OpenCode 1 614 tok
OpenSIN-Code/SIN-Code-Frontend-Design-Skill OpenSIN-Code Skill: SOTA frontend design system + philosophy (Anthropic-compatible) with v 0 Claude Code, Codex, OpenCode 8 1,929 tok
OpenSIN-Code/SIN-Code-MCP-Server-Builder-Skill [ARCHIVED] Moved to OpenSIN-Code/SIN-Code — use sin mcp-server 0 Claude Code, Codex, OpenCode 2 1,800 tok
linofcp007/advogado-pt Advogado pessoal e empresarial em Portugal — plugin Claude Code + servidor MCP (referencia 0 Claude Code, Codex, Gemini CLI, OpenCode 3 4,157 tok
ga815647/fellow-aiden-mcp 0 Claude Code, Codex, OpenCode 2 1,037 tok
pr1m8/polymarket-mcp 0 Codex, OpenCode 1 561 tok
rmednitzer/aiops-mcp rmednitzer.github.io A self-contained, security-first unified AIOps MCP 0 Claude Code, Codex, OpenCode 3 1,805 tok
Milad/google-mcp-sidecar MCP server for Gmail and Google Calendar 0 Codex, OpenCode 1 1,426 tok
eidostein/segnals-mcp Segnals MCP Server — manage your algorithmic trading bots, strategies, and portfolio via A 0 Codex, OpenCode 1 3,475 tok
sheikhBasit/log-mcp-server Log analysis MCP server — tail, search, and summarize logs from files and Docker container 0 Codex, OpenCode 1 234 tok
maejie/abc MCP server for activity based costing and budgeting 0 Codex, OpenCode 1 470 tok
div0ky/oreo-pudding APPLE CAL MCP 0 Claude Code, Codex, OpenCode 2 1,737 tok
wawworld/dynalist-mcp 0 Claude Code, Codex, OpenCode 2 4,148 tok
lukleh/mcp-sonarcloud MCP server for SonarCloud 0 Codex, OpenCode 1 575 tok
ofershap/mcp-server-anydoc Local MCP server: convert PDF/Word/Excel/PPT to Markdown with anydoc. No API key. Claude C 0 Codex, OpenCode 1 310 tok
mcwalrus/oppertunity-party ETL pipeline for opportunity.org.nz — Dagster orchestration, clean markdown corpus, Astro 0 Claude Code, Codex, OpenCode 19 1,749 tok
exploitintel/eip-mcp exploit-intel.com Official MCP server for the Exploit Intelligence Platform 0 Claude Code, Codex, OpenCode 2 3,409 tok
neuralnexustech/cortex-mcp Persistent brain, memory, loop controller, and reminder engine for AI coding agents 0 Codex, OpenCode 1 1,573 tok
karlcc/image_mcp MCP server to analyze, describe, and compare images using a specified vision model 0 Claude Code, Codex, OpenCode 2 1,449 tok
Crocodile-beep/tdlib_mcp_server MCP Server for official telegram TDLib library 0 Claude Code, Codex, OpenCode 7 1,223 tok
kettly1260/scifinder-route-mcp 0 Codex, OpenCode 1 642 tok
dmccaffery/claude-desktop-mcp 0 Claude Code, Codex, OpenCode 2 253 tok
Webotvurci-s-r-o/mcp-revelor revelor.cz MCP server for Revelor — let Claude Desktop / Cursor / Claude Code talk to your e-shop dat 0 Codex, OpenCode 1 3,493 tok
dzigi00/linkedin-claude-automation Full LinkedIn growth automation using Claude Code and a custom LinkedIn MCP server. Auto-p 0 Claude Code, Codex, OpenCode 11 1,714 tok
BhaveshY/vectorworks-mcp-codex-plugin Codex plugin package for Vectorworks MCP 0 Codex, OpenCode 1 231 tok
cmdaltctr/niftypm-mcp A Model Context Protocol (MCP) server that exposes the NiftyPM project management API as a 0 Claude Code, Codex 4
ferre-z/Search-mcp Research MCP server for AI agents. Docker-packaged. Swarm-ready. Gemma 4 31B main agent wi 0 Codex, OpenCode 1 784 tok
son1kkesp/cronhaus-inbox cronhaus-inbox.vercel.app Agente que lee facturas, detecta huecos/duplicados/descuadres y las registra. IA que decid 0 Claude Code, Codex, OpenCode 2 79 tok
inggerman/mcps 0 Codex, OpenCode 1 674 tok
Jandybottleshaped403/actionproxy Deploy deterministic approval gates for AI agent tool calls with auditable, policy-based c 0 Codex, OpenCode 1 1,898 tok
fastmcp-me/ggmcp gitguardian.com MCP server for scanning and remediating hardcoded secrets using GitGuardian’s API. Detect 0 Codex, OpenCode 1 1,135 tok
teamolimpo/synapsis Unified durable team memory MCP + multi-provider LLM client. Sessions, tasks, handoffs, un 0 Claude Code, Codex, OpenCode 3 1,510 tok
filhocf/skill-curator-mcp Skill lifecycle intelligence MCP — semantic matching, feedback loop, gap detection, scout 0 Codex, OpenCode 1 534 tok
GSA-TTS/mcp-server-eia An MCP Server for the Energy Information Administration's Open Data API 0 Claude Code, Codex 1
php-workx/modal-mcp Modal-focused MCP server 0 Claude Code, Codex, OpenCode 2 621 tok
Bundelkund/tenant-mcp TypeScript MCP server (MCPB) exposing a personal job-match service to Claude Desktop — key 0 Claude Code, Codex 1