How real projects configure their agents

31,986 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 agents7,720Claude Code6,662Data and AI3,665Backend and APIs3,500Languages3,396Planning3,238Git and workflow3,234Code review2,760Testing2,394Memory and context2,365Writing and docs2,333DevOps and cloud2,315Research2,289Frontend2,264Security2,036Project management1,736

All Claude Code31,986 Codex23,463 OpenCode22,407 GitHub Copilot3,565 Gemini CLI1,914 Cursor1,740 Windsurf150 Kiro84

Project Stars Configures Files Always loaded
nrrdio/ebay-seller-mcp 0 Claude Code, Codex, OpenCode 2 225 tok
rajmaurya0904/tradingview-mcp TradingView MCP server - control TradingView Desktop via Claude AI 0 Claude Code 1 1,873 tok
jesonchen123/MCP_Cluster Central control platform for agent clusters 0 Claude Code, Codex 1
loerei/chronicle-mcp A local Model Context Protocol (MCP) server that indexes, synchronizes, and exposes agent 0 Claude Code, Codex, Cursor, OpenCode 82 944 tok
basttran/ai-workers-mcp Multi-provider AI workers MCP server with 12 NLP tools and 36 slash commands 0 Claude Code 49
shaurya-afk/unbiased unbiased-ax79.onrender.com unbiased reads your GitHub once and serves your developer context — stack, projects, exper 0 Claude Code 1 2,149 tok
Zenidp/verisift Typed-MCP incident response agent for SANS SIFT — read-only by architecture, self-correcti 0 Claude Code 1 3,807 tok
MohanTn/mcp-sonar-analysis 0 Claude Code 5 2,145 tok
jclement/azure-devops-mcp Self-hosted, multi-user MCP gateway for Azure DevOps — passkeys, OAuth, per-user encrypted 0 Claude Code 1 1,247 tok
cuongph-dev-work/backlog_mcp 0 Claude Code, Codex, OpenCode 2 5,957 tok
geka-evk/first-mcp-server My first MCP server 0 Claude Code 1 641 tok
KnightMode/youtube-mcp Youtube search mcp 0 Claude Code 1 629 tok
Leon4s4/knowledge-base-mcp 0 Claude Code 1 559 tok
kfrzr/realtor_mcp 0 Claude Code 1 950 tok
CaptainCrouton89/mcp-reddit 0 Claude Code 1 642 tok
mlaurel/mcp-workflow-engine 0 Claude Code, Codex, OpenCode 2 4,290 tok
standardbeagle/harvest-mcp Model Context Protocol server for Harvest API integration with comprehensive time tracking 0 Claude Code 1 1,334 tok
standardbeagle/brummer Persistent development task runner 0 Claude Code 1 2,082 tok
post-crawl/mcp PostCrawl MCP server 0 Claude Code 1 1,259 tok
ddoriboo/pension-mcp 0 Claude Code 1 706 tok
luquitared/yt-mcp 0 Claude Code 1 642 tok
luquitared/mcp-animator 0 Claude Code 1 642 tok
khughitt/ohai MCP for Quickshell based graphical notifications on Linux. 0 Claude Code, Codex, OpenCode 2 609 tok
isnbh0/toybox-mcp-server 0 Claude Code 1 625 tok
averagejoeslab/pdf-reader-mcp An MCP server for reading PDFs 0 Claude Code 1 1,022 tok
arnabgho/mcp-vybe 0 Claude Code 1 333 tok
berrydev-ai/json-mcp-server 0 Claude Code 1 1,232 tok
SuperPyonchiX/excel_mcp_server 0 Claude Code, GitHub Copilot 3 7,428 tok
XMV-Solutions-GmbH/sharepoint-mcp MCP server for SharePoint document libraries with audit-preserving checkout/checkin. Lets 0 Claude Code, Codex, GitHub Copilot, OpenCode 9 2,241 tok
lucasilverentand/apple-music-mcp MCP server for controlling Apple Music from Claude Code and other AI assistants 0 Claude Code 1 302 tok
kuraki5336/tpi_lalaleap_mcp 0 Claude Code 9 1,334 tok
v1truv1us/verbalized-sampling-mcp 0 Claude Code, Codex, OpenCode 2 547 tok
scairnx/mcp-saphana MCP server for SAP HANA — query, explore, and bulk-export HANA data from Claude and other 0 Claude Code 1 1,172 tok
JoelBondoux/Work-Timer Zero-cost work timer and billing tool for solo contractors & sole traders. MCP server + CL 0 Claude Code, GitHub Copilot 2 1,652 tok
bfhayes/RentCastMCP 0 Claude Code 1 895 tok
inevs/clockodo-mcp A clockodo mcp server in Typescript 0 Claude Code 1 545 tok
florian-priegnitz/A-Eyes Claude Code can read files and run commands, but it cannot see what is on your screen. A-E 0 Claude Code 19 2,474 tok
Emile-Andre/colab-autopilot Autonomous Colab GPU access for AI coding agents — MCP server + background job manager for 0 Claude Code 1 918 tok
yogimathius/symbols-awakening-mcp A symbolic reasoning engine that serves as a Model Context Protocol (MCP) server for symbo 0 Claude Code 2
daviiferrer/paraguacu_transparente_mcp 0 Claude Code, Codex, OpenCode 2 1,474 tok
puran-water/plantuml-csa-mcp-server Consolidated into PuranOS — see github.com/puran-water/puranos-public 0 Claude Code 1 1,248 tok
razdo227/web-dev-mcp Full Stack Web Development MCP Server 0 Claude Code 1 510 tok
SAGAAIDEV/mcp-ahrefs Ahrefs MCP Server 0 Claude Code 15
yeison-liscano/http_mcp MCP - HTTP server implementation 0 Claude Code 2 1,772 tok
frahman5/bitso-mcp 0 Claude Code 1 1,371 tok
blaze-xyz/bitso-mcp A simple MCP server to query transaction data from Bitso 0 Claude Code 1 1,371 tok
takada-at/fortune_mcp 0 Claude Code 1 540 tok
pgiles/my-mcp 0 Claude Code 1 384 tok
warrenzhu25/dataproc-mcp Google Cloud Dataproc MCP Server - Model Context Protocol server for managing Dataproc clu 0 Claude Code 1 595 tok
yeison-liscano/demo_http_mcp Project demo of http_mcp package 0 Claude Code, Codex, OpenCode 5 1,086 tok