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
ggombee/code-forge code-forge for configuring combinations of AI agent skills, agents, and more 13 Claude Code, Codex, OpenCode 2 1,993 tok
sidkandan/universal-remote-control Control Codex and Gemini from the Claude app on your phone. Cross-CLI agent communication 13 Claude Code, Codex, Gemini CLI, OpenCode 11 10,444 tok
sergiobayona/vector_mcp sergiobayona.github.io A server implementation for the Model Context Protocol (MCP) in Ruby. 13 Claude Code, Codex, OpenCode 6 9,301 tok
agentic-research/cloister Workerd-based hypervisor with a declarative Cap'n Proto manifest. Substrate-level identity 13 Claude Code, Codex, OpenCode 2 10,977 tok
Adr1an04/erga-mcp Organize and track job applications and tailor LaTeX resumes from the CLI or an MCP client 13 Codex, OpenCode 1 747 tok
segentic-lab/glovebox-mcp Sandboxed computer-use MCP — drive a real browser + desktop apps in a nested X11 window. 13 Codex, OpenCode 1 1,523 tok
dcc-mcp/dcc-mcp-photoshop pypi.org Adobe Photoshop adapter for the DCC Model Context Protocol (MCP) ecosystem — bridges MCP t 13 Claude Code, Codex, OpenCode 2 1,447 tok
OthmanAdi/MDDesign whimsy-finch-ty3m.here.now Orchestrator plugin: composes planning-with-files, DESIGN.md, memory routing, agent teams, 13 Claude Code, Codex, Gemini CLI, OpenCode 18 645 tok
BrianV1981/aim x.com A.I.M. – Actual Intelligent Memory: zero-token exoskeleton for long-running Gemini CLI/Cha 13 Codex, OpenCode 1 2,806 tok
1939869736luosi/codex-sessions-manager npmjs.com CLI, MCP server, and Skill for safe local Codex session audit, cleanup, restore, and verif 13 Codex, OpenCode 1 343 tok
cote-star/agent-chorus Local-first CLI to read, compare, and hand off sessions across Claude Code, Codex, Gemini, 13 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 4,938 tok
noah-sheldon/ai-dev-kit noahsheldon.dev Production-ready AI dev workflow scaffold with 59 skills, 33 agents, hooks, and rules for 13 Claude Code, Codex, OpenCode 1 3,505 tok
QuickerHub/quicker-rpc QuickerAgent: AI desktop assistant for Quicker. Monorepo with QuickerRpc plugin + qkrpc CL 13 Claude Code, Codex, Cursor, OpenCode 25 4,357 tok
shabaraba/vibing.nvim Neovim plugin for AI-assisted coding: Claude CLI & Codex CLI backends with MCP-powered edi 13 Claude Code, Codex, OpenCode 4 1,895 tok
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
arthurkatcher/grok-delegate Grok Build plugin: hand work to local Claude Code or Codex as a background task 13 Codex, OpenCode 1 908 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
nrwl/polygraph-skills skills, subagents and the claude plugin for polygraph 13 Claude Code, Codex, OpenCode 2 159 tok
isndev/qb-linq Lazy Enumerable-style LINQ pipelines for C++17: where, select, order_by, group_by, joins, 13 Codex, GitHub Copilot, Cursor, OpenCode 3 1,389 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 15 14,900 tok
braintrustdata/bt 13 Claude Code, Codex, OpenCode 3 610 tok
ArtemisAI/Harness_Engineering A template project for harness engineering and grounding long running agentic AI coding sw 13 Claude Code, Codex, GitHub Copilot, OpenCode 8 6,305 tok
firatcand/forge A lightweight framework for shipping software products from idea to production with AI cod 13 Claude Code, Codex, OpenCode 2 820 tok
initialneil/project-with-reflect Claude Code meta-skill: turn each project/machine/device into a self-improving skill (log 13 Claude Code, Codex, GitHub Copilot, OpenCode 4 508 tok
LiaScript/teaching-agent A BMAD-method-inspired teaching agent to support the creation of lectures with LiaScript 13 Claude Code, Codex, OpenCode 2 3,695 tok
hekivo/superpowers-sage Sage + Acorn + Lando superpowers for Claude Code — ACF Composer, Livewire, Eloquent, Route 13 Claude Code, Codex, OpenCode 2 2,014 tok
kyungseo/ai-workflow-harness A manual-first, human-in-the-loop workflow harness for AI-assisted development—aligns plan 13 Claude Code, Codex, OpenCode 30 1,483 tok
daveepope/arena A cross platform sandboxing framework with built in profiling workflows. 13 Claude Code, Codex, OpenCode 2 8,712 tok
vin-spiegel/htmldrop htmldrop.link Publish HTML for agents — one API call, MCP server included 13 Claude Code, Codex, OpenCode 2 1,597 tok
damoqiongqiu/mcp-local-rag Local-first RAG server for developers. Semantic + keyword search for code and technical do 13 Codex, OpenCode 1 2,613 tok
tigrisdata/mcp-oidc-provider tigrisdata.com Open-sourced mcp-oidc-provider: a minimal, vendor-neutral OIDC layer that sits between MCP 13 Claude Code, Codex, OpenCode 2 639 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
lie5860/openai-search-mcp 13 Claude Code, Codex, Cursor, OpenCode 40 111 tok
yusong652/yade-mcp pypi.org MCP server connecting AI agents to YADE — run DEM simulations through natural conversation 13 Claude Code, Codex, OpenCode 2 1,379 tok
christopherekfeldt/mcp-bitbucket-dc MCP server for Bitbucket Data Center — code search, file browsing, PRs, commits, and more 13 Claude Code, Codex, OpenCode 5 572 tok
doitintl/doit-mcp-server doit.com DoiT official MCP Server 13 Codex, OpenCode 1 1,956 tok
emergent-wisdom/sema Sema is a content-addressed vocabulary for AI agents. Precise thinking, reliable reference 13 Claude Code, Codex, OpenCode 2 7,363 tok
loomle/loomle loomle.ai Agent-native Unreal Engine tooling through MCP 13 Codex, OpenCode 1 877 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
vexxvakan/mcp-docsrs 13 Codex, OpenCode 2 430 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
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
AlexanderAbramovPav/scriba Free, local, accurate and honest meeting transcription SKILL with speaker diarization for 13 Codex, OpenCode 1 2,733 tok
php-opcua/opcua-client php-opcua.com A PHP library that talks OPC UA binary protocol over TCP. It handles the full stack — tran 13 Claude Code, Codex, GitHub Copilot 2 710 tok
trycourier/courier-skills AI agent skill for building production-ready notifications across email, SMS, push, in-app 13 Codex, OpenCode 1 442 tok
Mineru98/skills-store 13 Claude Code, Codex, OpenCode 20 1,756 tok
geekjourneyx/sondar Turn AI ecosystem changes into evidence-backed, closed-loop decisions for AI builders — Go 13 Codex, OpenCode 1 361 tok
remsky/comic-chat-web comics.remsky.art Modern port of Microsoft Comic Chat 1996 on Cloudflare Durable Objects || Create custom st 13 Claude Code, Codex, OpenCode 2 1,296 tok
Neeeophytee/ai-watermarks-reality-check Test what AI watermark and provenance evidence exists, whether it verifies, and what survi 13 Codex, OpenCode 1 652 tok
NoesisVision/nasde-toolkit noesis.vision CLI for benchmarks & evals of AI coding agents — on tasks you already understand, using yo 13 Claude Code, Codex 3 10,790 tok