How real projects configure their agents

45,012 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977

All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
EYH0602/skillshub skillshubco.com Unified package manager for agent skills, with version control!! 6 Claude Code, Codex, OpenCode 2 1,047 tok
wesleygriffin/pdfrag An MCP server that provides a RAG database for PDF documents. 6 Claude Code 1 2,282 tok
SDiamante13/learning-hour-mcp Create Learning Hours on a shared whiteboard from your favorite MCP client 6 Claude Code 1 774 tok
TJC-LP/sanzaru Lightweight Multimodal MCP Server built with the OpenAI API 6 Claude Code, Codex, OpenCode 4 20,727 tok
hirokidaichi/mcp-tts-say MCP Server Tool for Text To Speech 6 Cursor 1 54 tok
angrysky56/astermind-elm-mcp A local Model Context Protocol server for training small text classifiers with Extreme Lea 6 Codex, OpenCode 1 686 tok
klauern/mcp-ynab 6 Claude Code, Codex, OpenCode 5 1,353 tok
aj-geddes/fastfs-mcp faster filesystem and git operations in a single MCP server - Docker - 6 Claude Code 1 815 tok
chadru/assessor-lookup-public API-first county assessor record lookup, MLS discrepancy checks, and a local MCP server fo 6 Claude Code, Codex, OpenCode 9 7,714 tok
DunkelCloud/ToolMesh toolmesh.io Self-hosted MCP gateway with authorization, credential injection, audit logging, and outpu 6 Claude Code 1 1,409 tok
sawa-zen/sound-effects-mcp 6 Claude Code 1 533 tok
TCoder920/open-legal-compliance-mcp Model Context Protocol server for legal compliance analysis using free/open government API 6 Claude Code, Cursor 4 —
hampsterx/gemini-mcp-bridge [DEPRECATED] MCP bridge for Gemini CLI. Google is retiring Gemini CLI on 2026-06-18 in fav 6 Codex, OpenCode 1 2,211 tok
GleidsonFerSanP/pdf-utilities-mcp 6 Codex, OpenCode 1 2,480 tok
constant-itis/gimp-mcp Drive GIMP 2.10 from Claude (or any MCP client) via the Script-Fu bridge — 53 tools + an A 6 Codex, OpenCode 1 780 tok
SidneyBissoli/senado-br-mcp-cloudflare senado.sidneybissoli.com Hosted MCP server for the Brazilian Federal Senate on Cloudflare Workers — 66 tools, 4 pro 6 Claude Code 2 6,371 tok
TANTIOPE/datadog-mcp-server MCP server providing AI assistants with full Datadog observability access. 6 Claude Code 1 910 tok
AgentsKit-io/agentskit-registry registry.agentskit.io Ready-to-use AI agents for AgentsKit — shadcn-style: copy the source into your project. re 6 Claude Code, Codex, OpenCode 2 611 tok
AlvisoOculus/optionsahoy-mcp optionsahoy.com Free equity-compensation tax optimizer for AI agents — ISO/AMT, NSO, RSU sell-vs-hold, QSB 6 Codex, Gemini CLI, OpenCode 2 2,717 tok
Fr4nZ82/mwe-mcp Persistent, structured memory for AI agents — a human-readable Markdown wiki, multi-user w 6 Claude Code 1 3,338 tok
clouatre-labs/math-mcp-learning-server Educational MCP server with math operations, matrix algebra, data visualization, and persi 6 Codex, OpenCode 1 550 tok
KevinRabun/FedRAMP20xMCP MCP server for querying FedRAMP 20x requirements with Azure-first guidance 6 GitHub Copilot 2 3,979 tok
aaronsb/salesforce-cloud MCP server providing AI-powered Salesforce tools for opportunity intelligence, conversatio 6 Claude Code 1 196 tok
goklab/guardvibe guardvibe.dev Security infrastructure your AI can't be — deterministic, daily CVE intel past your model' 6 Claude Code 1 597 tok
doc2mcp/doc2mcp doc2mcp.vercel.app Paste any docs URL — LangChain, Stripe, your own — and get a hosted MCP server Cursor can 6 Cursor 1 —
senoff/xlsx-for-ai xlsx-for-ai.dev MCP server + CLI giving AI agents 50 spreadsheet tools for .xlsx — live-recalc formulas (o 6 Claude Code 1 1,368 tok
mspstack/mcp-itglue MCP server for IT Glue — semantic search, documents, and flexible assets for MSPs 6 Claude Code 1 1,259 tok
mrslbt/rakuten-mcp npmjs.com MCP server for the Rakuten Web Service API. 28 read-only tools across Ichiba (e-commerce), 6 Codex, OpenCode 1 4,319 tok
mspstack/mcp-connectwise-psa MCP server for ConnectWise PSA — tickets, time, dispatch, companies, and invoicing for MSP 6 Claude Code 1 3,725 tok
vincentwongso/mt5-trading-mcp engineering.fintrixmarkets.com MCP server wrapping the MetaTrader 5 Python library, read market data, watch your trades, 6 Claude Code 2 —
tokenrip/cli tokenrip cli 6 Codex, OpenCode 1 11,620 tok
cherninlab/ennodia ennodia.cherninlab.com Connects the AI agents you use: your agent hands a task to another and gets the answer bac 6 Claude Code, Codex, OpenCode 3 153 tok
dynamitecircle/dc dynamitecircle.com The official Python client for the Dynamite Circle Member API — your own profile, trips, e 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 3,269 tok
sidebutton/sidebutton sidebutton.com Open-source browser automation for AI agents. MCP server + Chrome extension + YAML workflo 6 Codex, OpenCode 1 405 tok
geeknees/wakatime-mcp npmjs.com An MCP server that exposes WakaTime summary tools over stdio. 6 Codex, OpenCode 1 333 tok
Vit129/agy-plugin-cc Claude Code plugin for Google's Antigravity (agy) CLI — job tracking, background execution 6 Claude Code, Codex, OpenCode 3 815 tok
gabelul/pixeltamer-gpt-image-skill Image generation skill for Claude Code, Codex CLI, OpenCode, Cursor and 50+ AI coding agen 6 Claude Code 1 2,707 tok
yohasacura/drawio-mcp MCP server for creating draw.io / diagrams.net XML files programmatically 6 GitHub Copilot 2 11,422 tok
sandraschi/sandraschi Reactivated software engineer in Vienna building a fleet of 100+ MCP servers and DIY robot 6 Claude Code, Codex, OpenCode 2 254 tok
tkmawarire/sql-sentinel SQL Sentinel is a modern SQL Server monitoring MCP server powered by Extended Events. 6 Claude Code 1 944 tok
cs0lar/treelang A typed orchestration language for AI-generated, validated tool programs that execute loca 6 Codex, OpenCode 1 4,066 tok
Gunnarguy/PlaudBlender Self-hosted Plaud recording pipeline: SQLite and Qdrant timeline, Gemini processing, MCP s 6 Claude Code, GitHub Copilot 4 2,814 tok
TongilKim/ClauTunnel npmjs.com 📱 Remote control for Claude Code CLI from your mobile device. Monitor and send inputs to 6 Claude Code 2 879 tok
framara/app-store-screenshots-skill Claude Code skill for localized, caption-framed App Store screenshots (iPhone + iPad): sim 6 Claude Code 1 517 tok
Kurogoma4D/claude-code-server npmjs.com A WebSocket server that provides a web interface for executing Claude Code CLI commands re 6 Claude Code 1 815 tok
NafeesMansoor/CodeCortex CodeCortex is an adaptive semantic intelligence engine for large-scale code understanding. 6 Claude Code 6 —
mironmax/claudecode-plugins Knowledge graph memory for Claude Code and Codex CLI — persistent nodes, typed edges, reca 6 Claude Code 1 —
muckybuzzwoo/claude-code-youtube-extract buzzwoo.de Turn any YouTube video into a searchable Markdown file with structured summary, chapter-al 6 Claude Code 1 3,924 tok
pleasedodisturb/llm-safe-haven One-liner for AI solo developers to fasten the security bolts on their systems 6 Claude Code, Codex, OpenCode 2 2,287 tok
jasonhnd/life_OS agentskill.sh 🏛️ Manage your life with a 1,400-year-old governance framework. 15 AI agents with separat 6 Codex, OpenCode 1 670 tok