How real projects configure their agents

32,552 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
arslan70/haytham arslan70.github.io Validate startup ideas and generate implementation-ready specs. Claude Code plugin. 13 Claude Code, Codex, OpenCode 9 4,783 tok
albertnahas/teamclaude Autonomous sprint plugin for Claude Code — real-time visualization of agent teams 13 Claude Code 1 1,147 tok
thevibeworks/deva docs.deva.sh Run the official Claude Code, Codex, Gemini, Grok, and Kimi CLIs at full speed inside Dock 13 Claude Code, Codex, OpenCode 2 398 tok
sumsun-dev/awesome-web3-claude Curated list of MCP servers, AI agent frameworks, skills, and dev tools for Web3 developme 13 Claude Code 1 3,320 tok
indranildchandra/claude-local-starter Single-script installer that lifts and shifts my personal Claude Code setup - plugins, ski 13 Claude Code 1 3,023 tok
confluentinc/claude-code-confluent-plugin A Claude Code plugin that lets developers build Confluent Cloud infrastructure and data st 13 Claude Code 16 1,217 tok
pbdeuchler/llm-plugins Personal LLM Plugins for Claude Code 13 Claude Code 1 307 tok
Nancy-Chauhan/preflight Know exactly where your system breaks before you ship. Claude Code plugin that scans codeb 13 Claude Code 1 225 tok
iloveitaly/llm-ide-rules Centralized LLM prompt instructions for Copilot and Cursor, including scripts to convert a 13 Claude Code, Codex, GitHub Copilot, OpenCode 19 18,314 tok
neilzhangpro/Maestro Maestro is a harness for AI software engineers, transforming Linear issues into orchestrat 13 Claude Code 1 1,657 tok
transparentlyok/mcp-context-manager in short: gives claude a search engine for your project 13 Claude Code 1 933 tok
ethancod1ng/bybit-mcp-server npmjs.com A Model Context Protocol (MCP) server for integrating AI assistants with Bybit cryptocurre 13 Claude Code 1 497 tok
OleksandrKucherenko/mcp-obsidian-via-rest mcp-obsidian.artfulbits.se MCP Server connected to Obsidian Vault with Local REST API. (re-write it completely with B 13 Claude Code, Codex, OpenCode 3 3,828 tok
deployhq/deployhq-mcp-server deployhq.com DeployHQ MCP Server 13 Claude Code 1 1,487 tok
0xNullAI/DG-MCP 0xnullai.com Archived — development has moved to 0xNullAI/0xNuller: https://github.com/0xNullAI/0xNulle 13 Claude Code 2 2,260 tok
dkyazzentwatwa/substack_mcp Substack MCP that gives structured access to Substack publications with real-time content 13 Claude Code 1 2,328 tok
Smart-AI-Memory/empathy-framework smartaimemory.com Combining a five-level AI framework with git-native memory overcomes session amnesia, enab 13 Claude Code 9 —
lie5860/openai-search-mcp 13 Claude Code, Codex, Cursor, OpenCode 40 111 tok
cubedevinc/cube-mcp-server 13 Claude Code 1 866 tok
4kk11/RhinoMCPServer 13 Claude Code 1 2,311 tok
RedberryProducts/mcp-client-laravel Laravel-native client for Model Context Protocol (MCP) servers. Built by Redberry (Diamond 13 Claude Code, Codex, OpenCode 2 2,069 tok
samefarrar/mcp-ankiconnect 13 Claude Code 1 967 tok
narailabs/doc-wiki Documentation wiki generator + maintainer — Claude Code skill + agents + TypeScript helper 13 Claude Code, Codex, Gemini CLI, OpenCode 4 8,196 tok
dzmitrys-dev/supamem pypi.org Project-agnostic dual-memory MCP CLI for Claude Code, Cursor, and OpenCode (Qdrant tuned h 13 Claude Code, Codex, OpenCode 2 3,745 tok
astronomer/astro-airflow-mcp astronomer.io MCP server for Apache Airflow instances. Runs standalone or as an Airflow plugin. 13 Claude Code, Codex, OpenCode 6 749 tok
karrolcia/hippocampus Open-source MCP memory server. Universal AI memory across all platforms. 13 Claude Code 14 15,447 tok
juanqui/pdfkb-mcp A PDF document RAG MCP that is easy to setup, supports completely local parsing and embedd 13 Claude Code 1 1,101 tok
ahmad2x4/mcp-server-seq 13 Claude Code 1 267 tok
Mineru98/skills-store 13 Claude Code, Codex, OpenCode 16 878 tok
pivyme/suiperpower suiperpower.dev Build something meaningful, on Sui. A superpower for AI coding agents (Claude Code, Codex, 13 Claude Code, Codex, OpenCode 2 5,826 tok
ofux/lauren Autonomous AI agent loop that keeps working through your project while you keep planning w 13 Claude Code 1 3,213 tok
ahundt/autorun Claude Code & codex plugin + Gemini cli extension to keep ai running, keep data safe, plan 13 Claude Code, Codex, Gemini CLI, OpenCode 3 2,567 tok
oubakiou/md2idx md2idx — Markdown to indexed JSON. Slice big docs with jq, feed LLMs only what they need. 13 Claude Code, Codex, OpenCode 4 526 tok
montezuma-p/harken crates.io Your agent cannot listen to audio. harken fixes that — locally. MCP server + CLI, one 13 M 13 Claude Code 1 2,689 tok
liatrio-labs/claude-code-gauntlet Adversarial code review for Claude Code: each GitHub PR or GitLab MR runs a gauntlet of up 13 Claude Code, Codex, OpenCode 3 689 tok
agentweave/cortex agentweave.github.io Give your AI agents a chief of staff. 13 Claude Code 1 463 tok
cyanheads/mcp-reporter mcp-reporter is a streamlined utility that generates comprehensive capability reports for 13 Claude Code, Codex, OpenCode 2 1,136 tok
tugrulguner/intpot intpot.modepot.io Define Python tools once and serve them as a Typer CLI, FastAPI app, or FastMCP server — o 13 Claude Code, Codex, OpenCode 2 3,477 tok
DatalisHQ/zuckerbot zuckerbot.ai Public ZuckerBot MCP client, CLI, agent skills and release source 13 Claude Code, Codex, OpenCode 2 235 tok
rogelioRuiz/capacitor-mobile-claw On-device AI agent engine for mobile apps — embedded Node.js worker with Claude LLM, file 13 Claude Code 1 584 tok
joachimBrindeau/domain-mcp Manage Dynadot domains, DNS, renewals, and transfers from Claude, Cursor, or any MCP clien 13 Claude Code, Codex, OpenCode 2 770 tok
SonAIengine/ku-portal-mcp pypi.org MCP server for Korea University KUPID portal & Canvas LMS — notices, schedules, library se 13 Claude Code 1 292 tok
ferrislucas/Circus-Chief npmjs.com Open-source meta-harness for Claude Code, OpenAI Codex, and Gemini CLI coding agents 13 Claude Code, Codex, OpenCode 5 2,282 tok
joshsymonds/savecraft.gg Parse video game save files, serve structured game state to AI assistants via MCP 13 Claude Code 13 1,952 tok
justrussian/yougile-mcp MCP server for integration with YouGile 13 Claude Code 1 3,067 tok
vargahis/monarch-mcp MCP Server for use with Monarch Money 13 Claude Code 2 578 tok
George-RD/claude-next-level George's curated Claude Code plugins for automation, architecture, and workflow 13 Claude Code 1 542 tok
DankerMu/novel-writer-plugin Multi-Agent collaborative writing system for Chinese web fiction (Claude Code Plugin) 13 Claude Code, Codex 11 2,911 tok
entropy-data/dataproduct-builder-dbt Build data products with dbt and integrate them with Entropy Data — coding-agent plugin (C 13 Claude Code, Codex, GitHub Copilot, OpenCode 2 2,201 tok
alexgoller/illumio-mcp-server The first MCP server for cybersecurity 13 Claude Code 1 1,079 tok