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
jmcmeen/python-backend A template for backend architecture in Python 9 Claude Code 1 1,197 tok
dmorrill/gmail-mcp-multi a Gmail MCP server with native multi-account support. Manage multiple Gmail accounts from 9 Claude Code 1 248 tok
quanghoangf/vibedoc Local-first project intelligence for AI-assisted development. 9 Claude Code, Codex, OpenCode 7 3,183 tok
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
vines90/foreign-trade-cursor-skills Foreign trade Cursor Agent skills: lead generation, background checks, SMTP, Feishu Bitabl 9 Cursor 9 —
WhiteGiverMa/meme-skills A collection of meme skills maintained according to the current agent skills open standard 9 Codex, OpenCode 1 1,989 tok
rayafriandion/dsh-oc-tui An opencode-inspired terminal UI (TUI) for DeepSeek Harness, shipped as a dsh profile app 9 Codex, OpenCode 1 2,857 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
TudeOrangBiasa/design-skill Unified frontend design skill for AI coding agents. Merges impeccable routing + CommandCod 9 Codex, OpenCode 1 149 tok
SunGrow/ue-blueprint-extractor UE5 editor plugin that extracts Blueprint and StateTree data to structured JSON, with MCP 9 Codex, OpenCode 1 57 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 5,769 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
Facetomyself/wechat-miniapp-re-mcp Reverse-engineering focused WeChat Mini Program and WMPF debugging MCP server 9 Codex, OpenCode 1 545 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
kemalyy/edumints-scorm-mcp mcp.edumints.com Open-source MCP server that assembles interactive, SCORM-compliant e-learning courses. Sel 9 Codex, OpenCode 1 2,042 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
trueoriginlabs/vibatchium pypi.org Stealth browser automation for AI agents — unattended, headless, N parallel persistent log 9 Codex, OpenCode 1 17,871 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 3,349 tok
yomage-ai/ai-video-director-skill Open-source AI talking-head video editing director Skill | Bilingual AI video director for 9 Codex, OpenCode 1 1,047 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
enthouan/trello-mcp trello-mcp.com Self-hostable MCP server for Trello, built for LLM clients and local workflows. 9 Codex, OpenCode 3 3,470 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 8,733 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
BashaarJavaid/MCP-Sentinel bashaarjavaid.github.io PortunusMCP Sentinel: build-time security scanning for MCP servers. 9 Codex, OpenCode 1 2,929 tok
programasweights/rules-as-programs 9 Codex, OpenCode 1 2,831 tok
maxbarsukov/vkr-builder vkr-builder.maxbarsukov.ru 👷 Markdown → DOCX thesis builder matching ITMO requirements 9 Claude Code, Codex, OpenCode 6 695 tok
ahmedawan-oracle/fde_demo_builder Turn a screen recording into a polished, VO-narrated, privacy-scrubbed demo video — fully 9 Codex, OpenCode 1 156 tok
EaseHee/rhino-mcp MCP Server for Rhino and Grasshopper 9 Claude Code 1 1,358 tok
kanren3/windbg-mcp WinDbg (cdb/kd) as an MCP server — concurrent multi-session debugging of crash dumps, live 9 Codex, OpenCode 1 3,330 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 3,499 tok
lidless-labs/wazuh-mcp lidless.dev Your SIEM answers live behind a console you babysit. wazuh-mcp reads Wazuh alerts, agents, 9 Codex, OpenCode 1 1,149 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 1 —
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 —
sweesama/readgzh readgzh.site Read public WeChat Official Account articles for AI. Cloud reader with Markdown output, re 9 Codex, OpenCode 1 336 tok
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 —