How real projects configure their agents

31,977 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
Dayoooun/hwpx-mcp npmjs.com An MCP server for reading and writing Korean documents (HWPX) — 125 tools. npm: @kimdayoun 33 Claude Code, Codex, OpenCode 2 2,219 tok
gambletan/cortex gambletan.github.io Memory for AI agents that never leaves your device. Local-first, end-to-end-encrypted, zer 33 Claude Code 4
hugoguerrap/crypto-claude-desk Multi-agent cryptocurrency intelligence system built with Claude Code. 6 AI agents, 66 MCP 33 Claude Code 1 3,639 tok
pvliesdonk/markdown-vault-mcp pvliesdonk.github.io Generic markdown collection MCP server with FTS5 + semantic search, frontmatter-aware inde 33 Claude Code, Codex, OpenCode 2 5,441 tok
pjt222/agent-almanac pjt222.github.io Agent Almanac — a curated reference of executable skills, specialist agents, and teams for 33 Claude Code 1 15,729 tok
geekatron/jerry jerry.geekatron.org A Claude Code plugin for behavior and workflow guardrails with knowledge accrual 33 Claude Code, Codex, OpenCode 3 10,984 tok
RafaelGorski/Problem-Based-SRS rafaelgorski.github.io An Agent Skill to use Problem-Based Software Requirements Specification (SRS) method in yo 33 Claude Code, Codex, GitHub Copilot, OpenCode 3 12,019 tok
Byte-n/larkDocx2md Export Feishu (Lark) documents to Markdown, including drawing data within documents. AI-fr 33 Claude Code, Codex 1
yutongcai0628/career-planning-skill Let's jointly explore your career path! A continuous career-planning Skill for multi-Agent 33 Claude Code, Codex 1
hyperb1iss/hyperskills hyperbliss.tech My collection of agent skills for a variety of tasks 33 Claude Code, Codex, OpenCode 2 2,484 tok
serkansmg/smg-claude-memory-mcp Production-grade vector memory MCP server for Claude Code. Semantic search, per-project is 33 Claude Code 1 397 tok
ironystock/agentic-obs agentic-obs: A Model Context Protocol (MCP) server that provides AI assistants with progra 33 Claude Code 1 1,989 tok
adamzhang1987/kingdee-k3cloud-skill adamzhang1987.github.io Kingdee MCP companion Skill (Kingdee K3Cloud Skill) — injects Kingdee Cloud Galaxy form fi 33 Claude Code 1 439 tok
ghostapp-ai/ghost ghostapp-ai.github.io The Private Agent OS — search files, run AI agents, connect to 10,000+ tools via the compl 33 Claude Code, GitHub Copilot 2 14,095 tok
claude-dev-suite/claude-dev-suite Specialized agents, MCP servers, skills, and a visual dashboard for Claude Code. MIT. 33 Claude Code 1 7,705 tok
2233admin/obsidian-llm-wiki Your markdown vault, compiled into a 6-persona MCP team for Claude Code, Codex, OpenCode, 33 Claude Code, Codex, OpenCode 8 1,627 tok
chisomobanzi/Serpentine3D chisomobanzi.github.io Open-source NURBS surface modeller — a Rhino-style freeform modeller on the OpenCASCADE ke 33 Claude Code, Codex, OpenCode 6 664 tok
stixez/droid-mcp SDK for Android — gives local LLMs structured access to phone data (calendar, contacts, SM 33 Claude Code 1 4,073 tok
giantswarm/muster MCP tool management and workflow proxy 33 Claude Code, Cursor 3 953 tok
X1AOX1A/ZoFiles Connect Claude to your Zotero library — Zotero plugin that mirrors collections as agent-re 33 Claude Code 1 2,420 tok
nekuda-ai/webmcp-kit docs.nekuda.ai Make your website agent-ready: a coding-agent plugin for Claude Code and Codex that adds W 33 Claude Code, Codex, OpenCode 1 571 tok
ReviewStage/luke tryluke.dev An open-source coding agent manager 33 Claude Code, Codex, OpenCode 4 5,632 tok
humaidhahm/opencode-pentester Full-spectrum security assessment tool for opencode — defensive code audit (17 vulnerabili 33 Claude Code, Codex, OpenCode 3 2,263 tok
joiha-steven/quireink quireink.com A blog you host yourself, and an AI agent can run it for you. No algorithm, no ads, no pla 33 Claude Code 4 2,308 tok
Imolatte/claude-cli-telegram Turn your Mac/Linux into a remote Claude Code terminal via Telegram. Spawns real CLI — ses 33 Claude Code 1 345 tok
modxcms-jp/evolution-jp modx.jp 33 Claude Code, Codex, GitHub Copilot, OpenCode 13 4,136 tok
kupzed/catatz catatz.vercel.app A personal finance management app powered by Next.js and Supabase. Key features include tr 33 Claude Code, Codex, Gemini CLI, OpenCode 26 2,822 tok
buttondown/docs docs.buttondown.com Buttondown's public documentation 33 Claude Code, Codex, OpenCode 2 91 tok
inflexa-ai/inflexa inflexa.ai Local-first CLI for reproducible biological analysis, with provenance tracked on every ste 33 Claude Code, Codex, OpenCode 28 3,843 tok
eddyzzl/imagegen-pptx-pipeline Agent skill for ImageGen-driven editable PowerPoint deck generation and strict slide-image 32 Claude Code, Codex, OpenCode 2 378 tok
jmxt3/gitscape.ai gitscape.ai Scan any agent skill — authored or compiled — for prompt injection, secrets, and malicious 32 Claude Code, Codex 56
ethancod1ng/binance-mcp-server npmjs.com A Model Context Protocol (MCP) server for integrating AI assistants with Binance cryptocur 32 Claude Code 1 1,141 tok
quantamixsol/graqle graqle.com Persistent organisational intelligence for AI agents. Turn codebases, documents, policies 32 Claude Code 1 463 tok
verygoodplugins/mcp-evernote MCP server for Evernote integration with note management and synchronization 32 Claude Code, Codex, OpenCode 2 5,054 tok
arcadeai-labs/agent-library arcadeai-labs.github.io Agent Library personal knowledge base with a search and retrieval system MCP Server and CL 32 Claude Code 1 4,612 tok
S2thend/cursor-history-mcp npmjs.com MCP server for browsing, searching, and exporting Cursor AI chat history. 32 Claude Code 10 310 tok
klapaudius/symfony-mcp-server A Symfony package designed for building secure servers based on the Model Context Protocol 32 Claude Code, Cursor 3 1,268 tok
aywengo/kafka-schema-reg-mcp A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry. 32 Claude Code, Codex, Cursor, OpenCode 3 2,940 tok
siqiliu-tsinghua/mma-mcp A MCP server that wraps a local Wolfram Engine, enabling AI assistants (Claude, ChatGPT, e 32 Claude Code 1 2,190 tok
willibrandon/NetContextServer A .NET implementation of the Model Context Protocol enabling AI assistants to explore and 32 Claude Code 1 776 tok
neno-is-ooo/claudify npmjs.com Use Claude Code as an LLM provider with your subscription flat fee instead of pay-per-toke 32 Claude Code 1 888 tok
fastly/fastly-agent-toolkit Fastly skills for AI Agents. 32 Claude Code, Codex, OpenCode 2 44 tok
dososo/agent-loop-skill A skill for long-running AI agent loops with contracts, traces, restarts, scoring, and cle 32 Claude Code, Codex, OpenCode 2 1,588 tok
YCSE/nanobanana-mcp Gemini Vision & Image Generation MCP for Claude Desktop and Claude Code 32 Claude Code 1 923 tok
dodobrands/Peekie swiftpackageindex.com An xcresult parser CLI for CI and AI coding agents. 32 Claude Code, Codex, OpenCode 2 1,461 tok
PackmindHub/context-evaluator Evaluator context and documentation setup for ai coding agents 32 Claude Code 1 9,000 tok
myths-labs/muse 🌀 MUSE — Memory-Unified Skills & Execution. A pure-Markdown OS for AI pair programming wi 32 Claude Code, Codex, OpenCode 15 2,390 tok
Numaira-Technology/weclaw-cua numaira.org WeClaw-CUA — A vision-based CLI tool that captures WeChat desktop messages, then generates 32 Claude Code, Cursor 1
vakovalskii/phantom-agent Autonomous AI agent for BitGN PAC1 Challenge — ~86% score with 12 hot-reloadable skills, l 32 Claude Code, Codex, OpenCode 2 2,613 tok
mverab/metaclaw clawbiz.io Founder-first meta-layer to generate production-ready OpenClaw multi-agent setups from one 32 Claude Code, Codex 1