How real projects configure their agents

32,116 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
Automattic/mcp-wordpress-remote 180 Claude Code, Codex, OpenCode 2 548 tok
SwapnilSoni1999/amul-notify amul.10xdev.me 🍫 Fastest and most reliable Amul stock checker. 179 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,346 tok
pass-agent/loomkin What if AI agents could form teams as fluidly as humans? Spawn specialists in milliseconds 179 Claude Code, Codex, GitHub Copilot, OpenCode 16 780 tok
jentic/jentic-one jentic.com Self-hosted execution layer for AI agents: connect any agent to real APIs, scope exactly w 179 Claude Code, Codex, Gemini CLI, OpenCode 4 4,539 tok
yusong652/itasca-mcp pypi.org MCP server connecting AI agents to ITASCA engines (PFC, FLAC, 3DEC, MPoint, MassFlow) — ru 179 Claude Code, Codex, Gemini CLI, OpenCode 3 4,770 tok
microsoft/Agents-for-net This repository is for active development of the Microsoft 365 Agent SDK components for .N 179 Claude Code, GitHub Copilot 13 5,944 tok
suriyel/longtaskforagent 178 Claude Code 1 5,474 tok
joelhooks/opencode-vibe opencode.ai 🏄‍♂️ Next.js 16 web UI for OpenCode - real-time chat with streaming, SSE sync, and React 178 Claude Code, Codex, OpenCode 2 5,096 tok
ZCZHAO-1999/shakespeare-writing-studio Agent-ready writing studio for Chinese WeChat articles, English essays, research writing, 178 Claude Code, Codex, OpenCode 1 474 tok
Vvkmnn/claude-historian-mcp npmjs.com 📜 An MCP server for conversation history search and retrieval in Claude Code 178 Claude Code 1
vmDeshpande/ai-agent-automation Modular AI agent workflow automation platform with schedulers, tools, and observability. h 178 Claude Code, Codex, OpenCode 7 3,887 tok
yologdev/yoagent yologdev.github.io The agent loop for Rust — stream from 7 LLM protocols, run tools, loop until done. 178 Claude Code 1 2,957 tok
Lomnus-ai/TokenBurner A Claude Code skill that burns tokens on demand. Stress test, inflate metrics, or just set 178 Claude Code 1
heypinchy/pinchy heypinchy.com Self-hosted AI agent platform built on OpenClaw. Enterprise-ready, offline-capable, open s 178 Claude Code, Codex, OpenCode 10 37,124 tok
Impertio-Studio/Frappe_Claude_Skill_Package 60 deterministic Claude AI skills for Frappe Framework & ERPNext v14-v16 development and o 178 Claude Code 1 4,735 tok
Nicolasvegam/garmin-connect-mcp MCP server for Garmin Connect — access 61 health, fitness and activity tools from any AI a 178 Claude Code 2 1,182 tok
rustfs/console rustfs.com A modern, responsive web management console for RustFS distributed file system, built with 178 Claude Code, Codex, OpenCode 2 2,320 tok
whchoi98/claude-code-workshop claude-code-workshop 178 Claude Code 1 1,002 tok
CursorTouch/MacOS-MCP Lightweight MCP server for computer use in MacOS 178 Claude Code 1 1,096 tok
bartolli/claude-code-typescript-hooks 178 Claude Code 1 1,034 tok
meta-quest/webxr-first-steps meta-quest.github.io Your first steps into immersive web development with WebXR. 177 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 1,494 tok
mongodb-js/kerberos Kerberos library for node.js 177 Claude Code, Codex, OpenCode 2 859 tok
lizyoko9/bitdance-agenthub 177 Claude Code, Codex, OpenCode 7 4,653 tok
Faradworks/Pinscope A comprehensive datasheet-backed electrical schematic reviewer 177 Claude Code 1 2,888 tok
robotostudio/turbo-start-sanity sanity.robotostudio.com Sanity + Next.js page-builder template 177 Claude Code 1 4,829 tok
ganapativs/microcharts microcharts.dev Word-sized charts for React, made for LLMs and humans — 106 chart types, zero runtime depe 177 Claude Code, Codex, OpenCode 2 5,866 tok
getopenpost/openpost openpo.st Create, adapt, schedule, and track social posts. Open-source, hosted or self-hosted. 177 Claude Code, Codex, GitHub Copilot, OpenCode 9 4,348 tok
astro-stack/django-orbit labs.wearehik.com AI agent-native observability and debugging for Django. 176 Claude Code 1 1,333 tok
comet-ml/comet-examples Examples of Machine Learning code using Comet.ml 176 Claude Code, Codex, OpenCode 3 1,587 tok
wyattjoh/jmap-mcp A Model Context Protocol (MCP) server that provides tools for interacting with JMAP (JSON 176 Claude Code 1 1,085 tok
nesquikm/mcp-rubber-duck An MCP server that acts as a bridge to query multiple OpenAI-compatible LLMs with MCP tool 176 Claude Code 9 1,507 tok
robertbarclayy/conducty Stop context-switching. Start batch-planning. Conducty replaces the fragmented cycle of p 176 Claude Code 1 2,329 tok
TechDufus/oh-my-claude oh-my-claude.techdufus.com Add ultrawork to any prompt for maximum parallel execution 176 Claude Code 1 978 tok
hanzili/hanzi-browse browse.hanzilla.co let any ai agent use the local browser 176 Claude Code 1 2,313 tok
adamayoung/TMDb adamayoung.github.io The Movie Database Swift Package 176 Claude Code 29 2,244 tok
joseairosa/recall Persistent cross-session memory for Claude & AI agents. Self-host on Redis/Valkey, or use 176 Claude Code 2 2,930 tok
josefbacik/systing A libbpf based tracer to help figure out what an application is doing. 176 Claude Code 2 1,152 tok
IssacW228/student-llm-wiki 📚 Student LLM Wiki — AI-compiled knowledge base for university students. Drop course slid 176 Claude Code, Codex, OpenCode 12 550 tok
Learning-Bayesian-Statistics/baygent-skills A set of skills to call your agent Bayes. Thomas Bayes. 176 Claude Code 1 1,343 tok
nwiizo/nippo crates.io Daily report management repository. 176 Claude Code, Codex, OpenCode 2 423 tok
damiansire/web-worker-patterns An interactive platform demonstrating advanced Web Worker patterns and architectural strat 175 Claude Code, Codex, GitHub Copilot, OpenCode 5 2,550 tok
microwind/algorithms microwind.github.io 🚀In the AI era, everyone can be an algorithmic thinker and engineer. This project covers 175 Claude Code 1 2,106 tok
mitchdenny/hex1b hex1b.dev The .NET Terminal Application Stack 175 Claude Code, Codex, OpenCode 10 3,232 tok
SensorsIot/Embedded-AI-Harness AI Closed-Loop Programming for embedded systems — the AI writes, flashes, and tests firmwa 175 Claude Code 17
Luligu/matterbridge-zigbee2mqtt Matterbridge zigbee2mqtt plugin 175 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,410 tok
ZhgChgLi/linkyee link.zhgchg.li A fully customized, open-source LinkTree alternative deployed directly on GitHub Pages. 175 Claude Code 2
maxwell2732/pAI-Econ-claude A Claude Code Skill that helps empirical economists fill gaps in their theoretical framewo 175 Claude Code 3 1,064 tok
softspark/ai-toolkit softspark.eu Professional-grade AI coding toolkit: 94 skills, 44 agents, multi-platform (Claude, Cursor 175 Claude Code 1 2,337 tok
github/gh-aw-mcpg Github Agentic Workflows MCP Gateway 175 Claude Code, Codex, OpenCode 3 7,955 tok
edgehero/pi-dispatch Run the pi coding agent as a service — triggered on demand, on a cron schedule, or by a Gi 175 Claude Code 1 2,977 tok