How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
arittr/spectacular ⚓✨ Spec-anchored, stack-driven development tools for Claude Code 20 Claude Code, Codex 2 5,858 tok
affandar/duroxide Durable execution framework for Rust 20 Claude Code, Codex, GitHub Copilot 2 1,874 tok
Zenobia000/claude-Godzilla-z 20 Claude Code, Codex 38 752 tok
YosAwed/MPX68K MPX68K: Sharp X68000 emulator for macOS (Apple Silicon and Intel Mac). SpriteKit UI, GameC 20 Claude Code, Codex, OpenCode 2 1,924 tok
SinanTang/poddie Text-based, local-first video & podcast editor 20 Claude Code 1 1,783 tok
charliesbot/one A beautifully designed fasting tracker with full Wear OS support. 20 Claude Code, Codex, Gemini CLI, OpenCode 3 1,076 tok
webdevtodayjason/mct2032 webdevtodayjason.github.io ESP32 Pen Testing Dev Project 20 Claude Code 1 1,545 tok
scottgal/mostlylucidweb mostlylucid.net The mad scientists lab for the mostlylucid site with engineering experiements, tag helpers 20 Claude Code, Codex, OpenCode 2 3,116 tok
ronnycoding/.claude Claude Code configuration featuring specialized AI agents, custom skills, automated GitHub 20 Claude Code 1 1,440 tok
ankit-thawal47/overwatch 20 Claude Code, Codex, OpenCode 2 1,849 tok
mikesparr/enterprise-api-starter-nodejs Full-featured enterprise API starter for NodeJS / Typescript with passwordless login, RBAC 20 Claude Code 1 3,873 tok
ProsusAI/prism Give Claude Code persistent memory — captures patterns from your sessions, validates them 20 Claude Code 1 2,987 tok
kaichen/mcp-local-router An MCP (Model Context Protocol) local router that serves as an aggregation proxy for MCP s 20 Claude Code, Codex, OpenCode 2 630 tok
marianfoo/local-llm-client-for-sap-consultants-librechat This is fork of LibreChat to showcase the usage with MCP Server for SAP Data 20 Claude Code, Codex, OpenCode 2 1,742 tok
egoist/sqlite-mcp MCP server for SQLite 20 Claude Code 1 747 tok
zish-rob-crur/nucleus-apple-mcp A macOS Model Context Protocol (MCP) server that acts as the central nervous system for yo 20 Claude Code, Codex, OpenCode 26 631 tok
am-will/everymcp Universal MCP server installer - install any MCP server to any AI agent with one command 20 Claude Code 1 893 tok
allenday/solr-mcp A Python package for accessing Solr indexes via Claude Code 20 Claude Code 1 693 tok
shelfio/datadog-mcp Datadog MCP Server - Comprehensive monitoring and observability tools for Datadog via Mode 20 Claude Code 1 1,686 tok
bobmatnyc/mcp-skillset Dynamic RAG-powered skills service for code assistants via MCP - Vector + Knowledge Graph 20 Claude Code 16 917 tok
bkuri/jesse-mcp Jesse trading framework MCP server for LLM agents 20 Claude Code, Codex, OpenCode 5 1,809 tok
andrelandgraf/fullstackrecipes fullstackrecipes.com A Shadcn registry and collection of production-ready patterns and step-by-step guides (rec 20 Claude Code, Codex, OpenCode 2 1,126 tok
nguyenvanduocit/google-mcp 20 Claude Code 1 693 tok
circuit-synth/mcp-kicad-sch-api Model Context Protocol server for KiCAD schematic manipulation - AI agent integration for 20 Claude Code 8 3,041 tok
AllDmeat/kaiten-mcp 20 Claude Code, Codex, OpenCode 11 115 tok
ipdelete/mcp-code-execution Python implementation of the code execution pattern for Model Context Protocol (MCP) 20 Claude Code, Codex, OpenCode 5 1,014 tok
idachev/mcp-javadc 20 Claude Code 1 411 tok
dannyhw/react-native-storybook-tools 20 Claude Code, Codex, OpenCode 2 493 tok
amkessler/nicar2026_skills_in_codex_claude Materials for NICAR 2026 session on using "skills" to aid in more reliable, reproducible a 20 Claude Code, Codex, OpenCode 8 3,311 tok
savannah-i-g/nanotracker-api-sdk Drive a live nanoTracker session (https://federatedindustrial.com/tracker) from any AI cod 20 Claude Code, Codex, GitHub Copilot, OpenCode 10 3,370 tok
AndreaBozzo/dataprof andreabozzo.github.io High-performance data profiling & quality assessment for CSV, JSON, Parquet, pandas, polar 20 Claude Code, Codex, OpenCode 4 1,314 tok
dingshuxin353/acp Agent Communication Protocol - a message format standard for efficient communication betwe 20 Claude Code, Codex, OpenCode 2 1,652 tok
zby/llm-do "Extend with llm, stabilise with code" - Prompts when you're exploring, Python when you're 20 Claude Code, Codex, OpenCode 10 1,562 tok
DailybotHQ/deepworkplan-skill deepworkplan.com Turn any repo AI-first and run resumable, multi-hour Deep Work Plans. An installable agent 20 Claude Code, Codex, OpenCode 2 7,570 tok
pierreb-devkit/Node weareopensource.me :computer: Node - Boilerplate Back : Express, Jwt, Mongo, Sequelize 20 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,293 tok
dirien/yet-another-agent-harness dirien.github.io A Go agent harness for Claude Code — runtime hooks, MCP server, session tracking, middlewa 20 Claude Code, Codex, Gemini CLI, OpenCode 71 2,374 tok
jonathanbossenger/concilium A web based, local or public, multi-agent orchestration dashboard. Your council of agents. 20 Claude Code, Codex, OpenCode 2 2,711 tok
thirawat27/Ruvyxa npmjs.com Ruvyxa is a production-minded web framework built around clarity, speed, and control. It k 20 Claude Code, Codex, OpenCode 2 15,806 tok
linux-root/scala-zio-skills ZIO Scala coding rules, anti-patterns, and decision guides — installable as a Claude Code 20 Claude Code, OpenCode 1
lisitan/writing-team-workbench 20 Claude Code, Codex, OpenCode 15 3,299 tok
lcalmsky/ghostty-claude-intellij IntelliJ plugin to open Ghostty terminal with Claude Code, sending current file and select 20 Claude Code 1 230 tok
Lyzr-Cognis/claude-cognis A Claude Code plugin that gives your AI persistent memory across sessions using Cognis. Yo 20 Claude Code 2
numman-ali/editorzero Open-source, self-hostable AI-native docs platform. Humans and AI agents as peer co-editor 20 Claude Code, Codex, OpenCode 2 4,366 tok
barseghyanartur/fake.py pypi.org Minimalistic, standalone alternative fake data generator with no dependencies 20 Claude Code, Codex, OpenCode 2 3,382 tok
OpenCompanyApp/kosmokrator AI coding agent for the terminal — PHP 8.4, Symfony TUI, mythology-themed 20 Claude Code, Codex, OpenCode 2 4,943 tok
officialzeroxyz/zero-plugins 20 Claude Code, Codex, OpenCode 2 519 tok
team-attention/mcproxy MCP Proxy with tool filtering for Claude Code 20 Claude Code 1 384 tok
linuxfoundation/lfx-mcp LFX MCP (Model Context Protocol) Server 20 Claude Code, Codex, GitHub Copilot, OpenCode 5 7,441 tok
Electro-resonance/LLM-WIKI-MCP LLM Wiki MCP – the local‑first Markdown knowledge‑base with both MCP and CLI 20 Claude Code, Codex, OpenCode 2 276 tok
goodguy1963/Copilot-Cockpit Copilot Cockpit is the kanban board system for AI work in VS Code: planning and triage, ex 20 Claude Code, Codex, GitHub Copilot 17 142 tok