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
rayclaw/rayclaw rayclaw.ai An agentic AI assistant built with Rust 🦀 , inspired by OpenClaw, NanoClaw, NullClaw, Zer 56 Claude Code, Codex, OpenCode 2 2,833 tok
Roam-Research/roam-tools roamresearch.com Official MCP and CLI for Roam Research 56 Claude Code 1 4,312 tok
Top3d-ai/world-builder Get a full interactive 3D scene assembled in Blender 56 Claude Code, Codex, OpenCode 9 6,335 tok
jaruiz6363/OpticStudioMCPServer 56 Claude Code 1 130 tok
runpod/docs docs.runpod.io Documentation site for Runpod, a cloud platform specialized for AI/ML workflows. 56 Claude Code 2 385 tok
c-d-cc/reap reap.cc Recursive Evolutionary Autonomous Pipeline — AI and humans evolve software across generati 56 Claude Code 7 450 tok
fuwenhao12/academic-ref-inserter 56 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 6 3,753 tok
NomaDamas/MinSync Vector DB version control, 100% Rust, Mac, Linux, Windows compatible 56 Claude Code, Codex, OpenCode 2 532 tok
kintone/mcp-server kintone official MCP server 56 Claude Code 1 293 tok
begoon/rapira demin.ws Rapira programming language / Rapira programming language 56 Claude Code 1 2,562 tok
acartine/foolery thecartine.substack.com Agent orchestration Web-UI 56 Claude Code, Codex, OpenCode 9 3,420 tok
getgaal/gaal getgaal.com A single CLI to keep your local repositories, AI agent skills, and MCP server configuratio 56 Claude Code, Codex, OpenCode 7 842 tok
Carlos-Dominguez-faber/criterio Deja de pedirle algo bonito a tu agente. Dale un contrato. · Contrato de diseño + gate eje 56 Claude Code 2
RealDealCPA-VR/Iron-Jarvis The Orchestrator you always wanted ! 56 Claude Code, Codex, OpenCode 4 27,183 tok
nyosegawa/notion-cli CLI wrapper for Remote Notion MCP 56 Claude Code, Codex, OpenCode 2 898 tok
Teradata/teradata-mcp-server The community development of a MCP server for a Teradata database 56 Claude Code 1 1,780 tok
richardkmichael/tailwindplus-downloader Tools for downloading TailwindPlus components to a local file 56 Claude Code, Codex, OpenCode 3 1,166 tok
indecenti/NucleoOs Web-native OS for the M5Stack Cardputer (ESP32-S3): native firmware + a desktop-class brow 56 Claude Code 13 1,459 tok
nickytonline/mcp-typescript-template nickyt.co TypeScript template for building MCP servers 56 Claude Code, Codex, OpenCode 2 2,024 tok
silo-code/silo getsilo.dev Silo — for developers juggling coding agents across many projects. Every workspace alive a 56 Claude Code, Codex, OpenCode 14 4,655 tok
0xmariowu/AgentLint agentlint.app The linter for your agent harness. Works with Claude Code, Codex, and Cursor. 56 Claude Code, GitHub Copilot 2 1,863 tok
f-labs-io/agent-html-skills Skill implementation of bidirectional Agent/Human communications 56 Claude Code 1 901 tok
saeedkolivand/ai-job-hunter-app aijobhunter.app Local-first AI desktop assistant that scrapes job boards, matches roles to your resume, an 56 Claude Code, Codex, GitHub Copilot, OpenCode 8 3,750 tok
OpenAdminOS/OpenAdminOS openadminos.com 56 Claude Code, Codex, OpenCode 3 4,321 tok
vilkovgr/0dte-strategies AI-Augmented Replication Package: 0DTE Trading Rules — Tail Risk, Implementation, and Tact 56 Claude Code, Codex, OpenCode 2 3,844 tok
gaoweiblue-source/skill_lab 56 Claude Code, Codex, Cursor, OpenCode 3 79 tok
davetashner/stringer Accelerates agentic development in legacy codebases. Creates context and backlogs for agen 56 Claude Code, Codex, OpenCode 2 7,739 tok
sublang-ai/cligent Unified TypeScript SDK for AI agents - Claude Code, Codex, Gemini CLI, OpenCode, and more 56 Claude Code, Codex, OpenCode 2 618 tok
luminarylane/fal-mcp-server luminarylane.github.io MCP server for Fal.ai - Generate images, videos, music and audio with Claude 56 Claude Code 5 993 tok
ruaan-deysel/unraid-management-agent Go-based Unraid plugin monitor and control your Unraid system via REST API, WebSocket, MCP 56 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 20 10,024 tok
tweag/tricorder Tricorder provides simple, fast, focused feedback when hacking on Haskell (with or without 56 Claude Code 1 357 tok
foxibu/CTF-Solver 56 Claude Code 1 7,734 tok
26zl/cybersec-toolkit One command installs 670+ security tools on Linux & Termux. Its authorization-gated MCP se 56 Claude Code 3
objectstack-ai/objectstack objectstack.ai Apps small enough for AI to hold whole. ObjectStack turns the whole app — data model, UI, 56 Claude Code, Codex, OpenCode 10 19,615 tok
1A7432/loreweaver A self-hosted, world & story-first AI Game Master / Keeper for TTRPGs (D&D 5e SRD + CoC 7e 56 Claude Code, Codex, OpenCode 2 4,388 tok
iannuttall/barkeep Manage hidden macOS menu bar items from one place 56 Claude Code, Codex, OpenCode 2 1,603 tok
bobmatnyc/mcp-vector-search CLI-first semantic code search with MCP integration. Modern, fast, and intelligent code se 56 Claude Code 1 328 tok
ohad6k/VibeRaven viberaven.dev The open-source cockpit for AI coding agents. Map your repo, control what your agents can 56 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 5,645 tok
seed-hypermedia/seed seed.hyper.media Desktop+Web app for self-publishing, powered by the open Hypermedia protocol 56 Claude Code, Codex, OpenCode 16 1,627 tok
novasamatech/nova-spektr novaspektr.io Nova Spektr — All-in-one Polkadot desktop wallet supporting multisigs, staking, light clie 56 Claude Code 7 3,214 tok
Vrooli/Vrooli vrooli.com Open-source, self-improving autonomous agent swarm🐇 56 Claude Code, Codex, Gemini CLI, OpenCode 3 2,260 tok
CY-CHENYUE/easy-input-maker Complete EasyInput V2.0 firmware baseline for AI modification and verifiable co-creation 55 Claude Code, Codex, OpenCode 4 1,151 tok
kyh/vibedgames vibedgames.com A game studio for your agent 🎮 55 Claude Code, Codex, OpenCode 5 6,511 tok
calabamatex/Stigmergy-mcp MCP server implementing digital pheromone-based indirect coordination for AI coding agents 55 Claude Code 1 1,621 tok
sijiaoh/pockode pockode.com Mobile interface for Claude Code and Codex — control your local AI coding agent from anywh 55 Claude Code, Codex, OpenCode 4 2,252 tok
dlt-hub/dlthub-ai-harness 55 Claude Code 6 1,358 tok
wheattoast11/openrouter-deep-research-mcp terminals.tech A multi-agent research MCP server + mini client adapter - orchestrates a net of async agen 55 Claude Code, Codex, OpenCode 13 9,214 tok
sollawen/microNeo sollawen.github.io The terminal editor that can discuss with OpenCode and Pi 55 Claude Code, Codex, OpenCode 4 803 tok
Aanerud/MCP-Microsoft-Office an local MCP server you can run on your env, connecting you to Microsoft Graph, and the co 55 Claude Code 1 911 tok
shenyangs/Guanlan guanlan.xin Guanlan: a Chinese internet research, reading, and source-routing tool for AI agents. 55 Claude Code, Codex, OpenCode 2 10,038 tok