How real projects configure their agents

32,006 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 agents7,609Claude Code6,644Data and AI3,677Backend and APIs3,502Languages3,403Planning3,220Git and workflow3,193Code review2,743Testing2,377Memory and context2,363DevOps and cloud2,314Writing and docs2,311Research2,293Frontend2,259Security2,022Productivity1,721

All Claude Code32,006 Codex23,251 OpenCode22,198 GitHub Copilot3,552 Gemini CLI1,917 Cursor1,737 Windsurf138 Kiro81

Project Stars Configures Files Always loaded
kkaminsk/Packager-MCP Another random idea, can I flip packaging on it's head with Claude CLI and a MCP. 5 Claude Code, Codex, OpenCode 5 2,775 tok
feathersjs-ecosystem/FeathersMCP 5 Claude Code, Codex 1
theonlytruebigmac/n-central-rest-api-mcp N-central REST API MCP Server — AI-native tooling for N-able N-central RMM platform manage 5 Claude Code 10
Sora-bluesky/building-standards-act-mcp building-standards-act-mcp.vercel.app MCP server for Japanese building regulations — fetches law text from e-Gov API v2 to preve 5 Claude Code 1 618 tok
duquesnay/obsidian-mcp-ts TypeScript MCP server for Obsidian via Local REST API - port of the original Python mcp-ob 5 Claude Code 3 5,195 tok
puran-water/dexpi-sfiles-mcp-server Consolidated into PuranOS — see github.com/puran-water/puranos-public 5 Claude Code 1 1,254 tok
cleverbrush/xpenser xpenser.cleverbrush.com Income/expense tracking application based on CleverBrush full-stack framework 5 Claude Code, Codex 2
xhulz/raze MCP-first security orchestrator for Solidity smart contracts. Validates AI attack hypothes 5 Claude Code 1 278 tok
marcobazzani/Chromanche Self-hosted 'Claude in Chrome' alternative: Chrome MV3 extension + local MCP server that l 5 Claude Code 2 997 tok
proofsh/obsidian-mcp MCP server that interacts with Obsidian via the Obsidian rest API community plugin 5 Claude Code 1 881 tok
quavedev/montiapm-mcp 5 Claude Code, Codex, OpenCode 2 1,857 tok
dss99911/obsidian-tasks-mcp Obsidian plugin that exposes Tasks functionality via MCP for AI assistants 5 Claude Code 1 304 tok
iamdheerajdubey/prisma-sdwan-mcp 5 Claude Code 9 2,529 tok
yushimatenjin/gaea-mcp 5 Claude Code 1 212 tok
HoziMurayama/Multi-LLM-Debugging-Bridge An MCP server that connects multiple OpenAI-compatible LLMs with shared tool access. Inspi 5 Claude Code 9 1,507 tok
septract/acl2-mcp 5 Claude Code 1 986 tok
eamonboyle/mssql-mcp npmjs.com MCP tool to connect your IDE / Agents to MSSQL 5 Claude Code, Codex, Cursor, OpenCode 3 1,107 tok
onurcelep/labgrid-mcp MCP server exposing labgrid hardware-in-the-loop device operations to LLM agents — 47 tool 5 Claude Code, Codex, OpenCode 3 574 tok
anykeith/claude-hud-deepseek Claude Code status line plugin for DeepSeek backend — real-time context usage, token track 5 Claude Code 1 772 tok
toolate28/HOPE-AI-NPC-SUITE AI-powered Minecraft NPCs using Claude API - Modular server setup framework with ClaudeNPC 5 Claude Code, Codex, OpenCode 8 2,936 tok
stagentic/stagentic-xdd Test-Driven Development Claude Skill Plugin 5 Claude Code 4 3,236 tok
OpenLAIR/dr-claw-plugin-cc Dr. Claw plugin for Claude Code — AI research pipeline 5 Claude Code, Codex, Gemini CLI, OpenCode 3 6,051 tok
asaferdman23/career-brand-plugin Personal branding & career strategy plugin for Claude Code. /brand for LinkedIn content, / 5 Claude Code 1 435 tok
broven/claude-permissions-plugin Claude Code plugin: auto-approve compound bash commands, sync & analyze permissions 5 Claude Code 1 594 tok
happy-nut/claude-plugin-viban Terminal Kanban TUI for Claude Code - AI-human collaborative issue tracking 5 Claude Code 2
Bozhu12/bozhu12-cc-plugin Personal Claude Code prompts 5 Claude Code 1 1,803 tok
tttpeng/claude-channel-wechat WeChat channel plugin for Claude Code via iLink protocol 5 Claude Code 1 770 tok
dbinky/dbinky-skill-set Claude Code plugin: multi-persona PR review with language/framework-specific rules 5 Claude Code 1 570 tok
vipzhengmingming/oh-my-powers A very practical Claude Code plugin marketplace 5 Claude Code 1 100 tok
BigKunLun/AI-Coding-Insights Scan your own Claude Code sessions, score AI-usage tiers, render a local HTML report. Clau 5 Claude Code 1 4,427 tok
cappyeo/recon 5 Claude Code 1 486 tok
geq1fan/context-mcp MCP server for project context integration - provides read-only filesystem operations for 5 Claude Code 13 996 tok
teaguesterling/fledgling MCP tools that help AI agents get their bearings in a codebase — unified SQL views over co 5 Claude Code 1 3,604 tok
SShadowS/zendesk-mcp-server 5 Claude Code 1 7,281 tok
appclawhq/appium-mcp-auth 5 Claude Code 4 1,802 tok
infraspecdev/tesseract Plugins to supercharge your Claude workflows. Wield the power. 5 Claude Code 4 1,208 tok
sherizan/designagent designagent-opal.vercel.app Claude Code plugins for designers — the designagent marketplace + designagent.dev 5 Claude Code 1 145 tok
skeggsguy/adventure-party Claude coding plugin for those with an adventurous streak. Join the party. 5 Claude Code 2 1,398 tok
jarfa/critique-loop A Claude Code plugin that enables two Claude Code instances to collaborate through turn-ba 5 Claude Code 1 1,041 tok
Buildwise-Studios/claude-for-hk-law 🇭🇰 28 Claude plugins for Hong Kong legal practice: Basic Law, Companies (Cap 622), Emplo 5 Claude Code 1 2,692 tok
pleaseai/mcp-gateway 5 Claude Code 2 980 tok
vincegx/Figma-to-Code_MCP Figma-to-Code converter powered by Model Context Protocol. Features: 11 AST transforms, du 5 Claude Code 1 3,321 tok
LupinLin1/jimeng-web-mcp 5 Claude Code, Codex, Gemini CLI, OpenCode 3 13,720 tok
CarbonCopyInc/carboncopy-mcp MCP server for the Carbon Copy API — programmatic Polymarket copy-trading for AI agents 5 Claude Code 1 554 tok
oleander/home-assistant-mcp-server home-assistant-mcp-server 5 Claude Code 1 226 tok
venkateshtester/PlaywrightMCP 5 Claude Code 1
chainapsis/keplr-wallet-mcp mcp.keplr.app 5 Claude Code 3 1,470 tok
bcharleson/heyreach-mcp 5 Claude Code, Cursor 2 2,994 tok
faaak2/mcp-db 5 Claude Code 1 392 tok
secprog/dependency-track-mcp Vibe Coded MCP for interact with Dependency Track 5 Claude Code 1 780 tok