How real projects configure their agents

23,196 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
UrsushoribilisMusic/agentic-fleet-hub bigbearengineering.com Self-hosted orchestration layer for autonomous AI agent teams. Shared memory, heartbeat sc 6 Claude Code, Codex, Gemini CLI, OpenCode 3 808 tok
IgnazioDS/Substak-MCP Substack MCP server for AI clients (Claude, Cursor, Codex, Windsurf) — draft, publish, sch 6 Claude Code, Codex, OpenCode 2 5,232 tok
JeffBrines/openfpa guiderail.io The FP&A toolbelt for AI coding agents. Claude Code or Codex does the thinking; openfpa gi 6 Claude Code, Codex, OpenCode 2 2,383 tok
TheStreamCode/super-cli marketplace.visualstudio.com Launch Claude Code, Codex, Copilot CLI and 30+ coding agents from one secure, native VS Co 6 Claude Code, Codex, OpenCode 2 4,162 tok
hannsxpeter/godpowers Ship fast. Ship right. Ship everything. Ship accountably. AI-powered dev system: slash com 6 Claude Code, Codex, OpenCode 2 1,502 tok
dravr-ai/dravr-embacle docs.rs Rust library wrapping 12 AI CLI tools as pluggable LLM providers — with OpenAI API client, 6 Claude Code, Codex, OpenCode 11 3,401 tok
Thanarak-q/graph-engineering-workflow A portable Agent Skill for dynamic graph-of-loops coding workflows. 6 Codex, OpenCode 1 924 tok
gabrielzucco/cerebro-inevita inevitasociety.com Company Brain open source: segundo cérebro de negócio local-first que roda no agente de IA 6 Claude Code, Codex, Gemini CLI, OpenCode 23 3,950 tok
kelvinkosbab/AppBootstrapAI AI agent steering for Apple (Swift 6.4 / SwiftUI / visionOS / Foundation Models) and Andro 6 Claude Code, Codex, OpenCode 21 12,800 tok
imadAttar/orbit Desktop app for supervising Claude Code sessions across multiple projects. Session persist 6 Claude Code, Codex, OpenCode 12 691 tok
zigrivers/scaffold A TypeScript CLI that assembles AI-powered prompts at runtime to guide you from "I have an 6 Claude Code, Codex, OpenCode 4 10,103 tok
SRX9/UsageAtlas usageatlas.com Track all your AI coding usage and limits, Claude Code, Codex, Cursor, OpenCode and more. 6 Codex, OpenCode 1 41 tok
kyoungbinkim/give-me-job AI agent toolkit for Korean job applications, from resume evidence to tailored cover lette 6 Codex, OpenCode 1 1,106 tok
MatrixFounder/Agentic-development A robust agentic workflow for LLM-based development. Features role-based orchestration (An 6 Claude Code, Codex, Gemini CLI, OpenCode 6 8,934 tok
Eduardo-Salvador/Agent-Harness-Kit pypi.org An installable harness for Codex and Claude Code that gives coding agents durable context, 6 Claude Code, Codex, OpenCode 17 5,808 tok
Ge0rg3/vscode-prompt-studio marketplace.visualstudio.com A markdown-based prompt management system for VSCode including visual exploration views. 6 Codex, OpenCode 1 6,773 tok
Podbay-Cloud/podbay podbay.cloud Give an agent a computer, on your own metal — self-hostable persistent workspaces for codi 6 Claude Code, Codex, OpenCode 11 467 tok
alsoleg89/doubt alsoleg89.github.io Turn contested questions into interactive, source-grounded evidence maps. 6 Codex, OpenCode 1 257 tok
leynos/visual-storytelling-skills Agent skills for AI film production — from prose to picture. 6 Codex, OpenCode 1 8 tok
asttstxh/worldcup-Viewing-Lottery-Assistant-skill Portable AI Agent Skill for World Cup match previews, squad research, odds explanation, an 6 Codex, OpenCode 1 212 tok
uid13/skills skills.sh AI Agent Skills Monorepo: hq (market data queries), pp (Pinterest galleries), imagegen-mag 6 Codex, OpenCode 1 908 tok
jenreh/harmonyhub-py Local control of the Logitech Harmony Hub: library, CLI, and MCP server 6 Claude Code, Codex, OpenCode 6 1,355 tok
sw23/fp-conv sw23.github.io Floating Point Conversion Calculator. Convert between FP, Int, and custom data types via t 6 Claude Code, Codex 1
lelabdev/rag-ferrite Personal RAG engine — simple, fast, Rust. One binary (15 MB), one DB, native collections. 6 Codex, OpenCode 1 3,535 tok
Nainish-Rai/agent-rollback Git-like undo and rollback checkpoints for OpenAI Codex CLI. Snapshot, diff, and restore f 6 Codex, OpenCode 1 219 tok
IvanSkainet/arena-agent Skainet Bridge — local automation bridge for AI agents: one process, one port. MCP server 6 Codex, OpenCode 1 7,880 tok
MadGapun/PBP Local AI job application assistant for the German-speaking job market (DACH) — job search, 6 Codex, OpenCode 1 1,289 tok
EricLortie/laborforge-release Docker-based, multi-tenant platform for autonomous AI agent ecosystems — runs on local or 6 Claude Code, Codex, OpenCode 2 4,536 tok
sandraschi/openclaude-mcp FastMCP 3.2 server plus Webapp for using the leaked Claude Code locally with ollama and op 6 Claude Code, Codex, OpenCode 2 386 tok
nolainjin/paper-verify pypi.org Standalone citation fact-checking tool for markdown/docs — extract, fetch, judge, score, r 6 Codex, OpenCode 1 588 tok
Hehejie1/NoteMeld notemeld.wiki NoteMeld is a self-hosted AI knowledge workspace that automatically organizes web pages, v 6 Claude Code, Codex, OpenCode 2 2,698 tok
insciqq/AIQSA Self-hosted, model-agnostic AI workspace: OpenAI, Anthropic, Gemini, OpenRouter, and OpenA 6 Claude Code, Codex, OpenCode 2 972 tok
bigduu/Zenith Nine-submodule workspace for a local-first AI system: Bamboo runtime, Lotus/Bodhi UX, Jian 6 Claude Code, Codex, OpenCode 2 3,504 tok
Dicklesworthstone/franken_snowflake Clean-room, Rust-first, Asupersync-native Snowflake SQL API connector built for coding age 6 Codex, OpenCode 1 3,098 tok
MrBildo/collattice Collattice — a lightweight, self-hosted kanban board built for human-agent collaboration. 6 Claude Code, Codex 2 13,330 tok
meghal86/promptsonar promptsonar.vercel.app Static security scanner for AI prompts, MCP configs, and agent workflows. Zero LLM calls. 6 Claude Code, Codex, OpenCode 3 2,929 tok
andalabx/ember Lightweight headless browser for AI agents 6 Codex, OpenCode 1 1,804 tok
vucinatim/air-jam airjam.io Open-source framework for phone-controller multiplayer party games, built for AI-assisted 6 Claude Code, Codex, OpenCode 2 2,897 tok
Ducksss/LifeHack-2026 visa-woven.vercel.app Woven — an MCP commerce app for ChatGPT and Codex that builds compatible, in-stock carts a 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,009 tok
polydera/lunar lunar.polydera.com Browser-based geometry processing. AI-controllable via MCP. Powered by trueform. 6 Codex, OpenCode 1 5,767 tok
egarcia74/warp-sql-server-mcp egarcia74.github.io 🗄️ Model Context Protocol (MCP) server for SQL Server integration with Warp terminal. Exe 6 Codex, GitHub Copilot, OpenCode 3 1,575 tok
strands-compose/sdk-python Zero-code YAML-driven agent orchestration over strands-agents 6 Codex, Kiro, OpenCode 3 974 tok
mgh3326/auto_trader LLM agent trades KR/US stocks & crypto behind a deterministic safety layer — approval gate 6 Claude Code, Codex, Gemini CLI, OpenCode 6 8,277 tok
coolight7/agentxx C++ AI Agent like langgraph. Supports embedding in regular programs to extend them with AI 6 Codex, OpenCode 1 4,348 tok
Agent-Hellboy/mcp-runtime A manager,registry,broker, and infrastructure to manage , deploy, govern, and use MCP serv 6 Claude Code, Codex, OpenCode 4 2,652 tok
sabbour/agentweaver sabbour.me Run an AI agent on a task inside a sandboxed git worktree, stream every step live, and gat 6 Claude Code, Codex, GitHub Copilot, OpenCode 41 919 tok
jeremylongshore/intent-outreach demos.intentsolutions.io Model-agnostic, Claude-Code-native SDR orchestrator: research → enrich → outreach over you 6 Claude Code, Codex, OpenCode 5 2,996 tok
clash-art/clash clash.video Where agents co-create, humans are welcome too. 6 Claude Code, Codex, OpenCode 2 4,797 tok
RenatoMignone/From-LLMs-to-Secure-Agents renatomignone.github.io A visual, source-grounded guide from agent architecture to secure agentic AI systems. 6 Codex, OpenCode 1 606 tok
leestott/generative-ui-foundry-hosted-agents Generative UI for AI agents on Microsoft Foundry: a .NET 10 Agent Framework agent over AG- 6 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,426 tok