How real projects configure their agents

32,564 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
selmakcby/jarvis 🦾 Jarvis v1 · OpenClaw + Claude Code'u ortak Markdown vault'la birleştiriyorum. Discord b 9 Claude Code, Codex, OpenCode 2 862 tok
centry-digital/bukku MCP server that connects AI assistants to Bukku, a Malaysian accounting platform 9 Claude Code 4 751 tok
Roshan-RB/Autodesk_MCP Custom MCP server built for Autodesk Alias API Documentation 9 Claude Code, Codex, OpenCode 2 624 tok
nirholas/nft-marketplace-mcp nirholas.github.io Read-only MCP server to browse the three.ws agent marketplace and skills catalog. 9 Claude Code, Codex, OpenCode 2 369 tok
agentproto/ts agentproto.sh Open agentic runtime in TypeScript — run any coding agent in the background, check its wor 9 Claude Code, Codex, OpenCode 3 5,980 tok
nirholas/ibm-x402-mcp nirholas.github.io Pay-per-call IBM Granite MCP server (chat, code, embeddings, analysis, forecast) paid in U 9 Claude Code, Codex, OpenCode 2 364 tok
HiDream-ai/vivago-agent-cli VivagoAgent CLI and Codex/Claude Code plugin 9 Claude Code, Codex, OpenCode 2 836 tok
cygnussystems/cygnus-ssh-mcp MCP server for SSH remote server management 9 Claude Code 1 —
cyanheads/openstreetmap-mcp-server npmjs.com Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap data via MCP. 9 Claude Code, Codex, OpenCode 2 16,586 tok
cyanheads/eurostat-mcp-server npmjs.com Search and query the Eurostat catalogue — EU economy, demography, trade, health, and NUTS 9 Claude Code, Codex, OpenCode 2 14,720 tok
ejwhite7/brandkit-mcp Open-source MCP server that gives AI tools native access to your company's design system — 9 Claude Code 1 1,859 tok
nirholas/onchain-agent-wallets nirholas.github.io MCP server giving an AI agent a Solana spending allowance capped on-chain, with guardrails 9 Claude Code, Codex, OpenCode 2 412 tok
joris887/exosuit exosuit.sh Suit up. Build anything. A drop-in engineering organization for Claude Code — deep idea in 9 Claude Code, Codex, OpenCode 13 1,682 tok
lzehrung/codegraph CLI, MCP and TS library that turns source code into a map of files, symbols, references, a 9 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,822 tok
PedroMeloOfficial/Youtube-Agent-Matrix A complete Claude Code plugin for YouTube pre-production: 16 subagents and an orchestrator 9 Claude Code 1 4,141 tok
david-engelmann/maidan maidan.world Where AI agents and people work together: shared channels and threads, tasks with one hold 9 Claude Code, Codex, OpenCode 2 9,150 tok
badchars/satellite-mcp npmjs.com Full-Spectrum Geospatial Intelligence MCP Server — 171 tools across 27 categories: satelli 9 Claude Code 1 349 tok
dcc-mcp/dcc-mcp-3dsmax pypi.org Autodesk 3ds Max MCP adapter for AI agents to inspect and edit scenes, automate modeling a 9 Claude Code, Codex, OpenCode 6 1,944 tok
maxbarsukov/vkr-builder vkr-builder.maxbarsukov.ru 👷 Markdown → DOCX thesis builder matching ITMO requirements 9 Claude Code, Codex, OpenCode 6 695 tok
EaseHee/rhino-mcp MCP Server for Rhino and Grasshopper 9 Claude Code 1 1,358 tok
MrFixit96/onedrive-mcp-server Minimal, secure MCP server for OneDrive file sharing via Microsoft Graph API 9 Claude Code 1 441 tok
GabrielBBaldez/Notify-Hub gabrielbbaldez.github.io One API. Every channel. Unified notification library for Java and Spring Boot. 9 Claude Code, Codex, OpenCode 2 5,475 tok
Khamel83/argus pypi.org Multi-provider web search broker for AI agents. 14 providers, budget-aware routing, conten 9 Claude Code, Codex, OpenCode 2 4,630 tok
tinhien11/remem-mcp Long-term memory MCP server for AI coding agents. SQLite + FTS5 + vector search, CodeGraph 9 Claude Code, Codex, OpenCode 1 3,914 tok
SFETNI/Scientific-Writing-Skills-Claude-Code-Codex Human-in-the-loop quality-control framework for AI-assisted scientific manuscript preparat 9 Claude Code 1 1,131 tok
NITISH-R-G/hackerrank-orchestrate-skills hackerrank.com Unofficial community toolkit for HackerRank Orchestrate: 8 agent skills (Claude Code, Code 9 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 736 tok
mryll/skills Portable agent skills for AI coding agents — works with Claude Code, OpenAI Codex CLI, Gem 9 Claude Code, Codex, OpenCode 2 352 tok
xsolla/xsolla-ai-kit xsolla.com Xsolla agent skills for AI coding tools — Claude Code, Copilot, Codex CLI, Windsurf and mo 9 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,444 tok
rafalr100/synology-mcp MCP server to monitor & manage a Synology DSM 7 NAS (71 tools) and build dashboards in cha 9 Claude Code 1 —
blackfoxxx/Mobix Authorized Android pentest lab, drivable by hand or by AI — Frida bypass chain, live traff 9 Claude Code, Codex, OpenCode 3 —
donaldrichard19-LVD/pattern-mcp usepattern.sh Pattern checks a coding agent's UI decisions against your own design system before it buil 9 Claude Code 3 —
psyb0t/docker-mailbox ciprian.51k.eu Self-hosted HTTP API and MCP server that reads, organizes, drafts, replies to and sends ma 9 Claude Code 1 —
JasonColapietro/ios-app-dev-skills suedeai.ai Turn any website into an App Store-ready iOS app with free Suede Labs AI agent skills — Sw 9 Claude Code 24 —
Abhillashjadhav/AI-PM-essential-skills Installable Claude Code plugins for AI product evaluation, model routing, guarded loops, a 9 Claude Code, Codex, OpenCode 3 1,304 tok
FluxonLab/Skillry fluxonlab.com Installable, permission-bounded agent skills & subagents for Claude Code, Codex, Cursor, C 9 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,357 tok
bearlike/Grove factory.mewbo.com 🍀 Opinionated ADE and Software Factory for Teams. Run a forest of agents locally or serve 9 Claude Code, Codex, OpenCode 2 9,377 tok
aderaaij/loopback-training-server loopback.ardenlab.dev Self-hosted backend for Loopback – Run Coach: workout tracking, Apple Watch training queue 9 Claude Code 1 9,044 tok
JJFromTenex/claude-code-training 9 Claude Code 5 522 tok
spy007111/Vibe-Research Personal AI investment research dashboard for Chinese, US, and Hong Kong stocks — with mob 9 Claude Code, Codex, OpenCode 8 4,457 tok
HermeticOrmus/linux-sysadmin-skills A Claude Code skill bundle for Linux system administration — security, performance, diagno 9 Claude Code 1 432 tok
sharpninja/McpServer sharpninja.github.io 9 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,730 tok
baalimago/slivingdoc slivingdoc.dev Write in parallel. Persist to s3. 9 Claude Code, Codex, OpenCode 2 8,413 tok
codesknight/AutoCAD-MCP Seamlessly connect AI assistants (Claude, ChatGPT, etc.) to AutoCAD through the Model Cont 9 Claude Code 1 796 tok
shiyi-0x7f/zlib-mcp 9 Claude Code 1 702 tok
TheBestCo/bestprice-mcp bestprice.gr Official BestPrice MCP and WebMCP for shopping decisions, product search, offer comparison 9 Claude Code, Gemini CLI 2 341 tok
Kookerella-Ltd/Kookerella.FsOpenXmlDsl A typesafe F# DSL for building and reading Excel workbooks, with round-trip read/write and 9 Claude Code 1 4,607 tok
cacr92/WeReply Automatic WeChat chat reply assistant 9 Claude Code, Codex, Cursor, OpenCode 50 4,270 tok
lucianfialho/build-in-public-mcp MCP server for Build in Public - share your dev journey on Twitter directly from Claude Co 9 Claude Code 1 1,726 tok
alanwtom/blackboard-mcp Local-first, read-only Blackboard MCP server. Reads the signed-in student's own Blackboard 9 Claude Code, Codex, OpenCode 2 545 tok
wakita181009/vault-mcp 9 Claude Code 1 1,073 tok