22,145 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 Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| rayw-lab/english-immersion-reader rayw-lab.github.io Turn any English article or YouTube transcript into an offline deep-reading lesson page — | 26 | Codex, OpenCode | 1 | 1,191 tok |
| InDreamer/telegram-codex-bridge Control Codex from Telegram — project-aware sessions, runtime cards, approval flows, and o | 26 | Codex, OpenCode | 1 | 2,218 tok |
| phisanti/MCPR phisanti.github.io MCPR enables AI agents to participate in interactive R sessions for professional analysis | 26 | Claude Code, Codex, OpenCode | 2 | 3,219 tok |
| IgorGanapolsky/ThumbGate thumbgate.ai ThumbGate Pre-Action Checks self-improve from ranked lessons and repeated failures, hard-b | 26 | Claude Code, Codex, Gemini CLI, OpenCode | 35 | 13,154 tok |
| nvandessel/floop Spreading activation memory for AI coding agents - corrections in, context-aware behaviors | 26 | Claude Code, Codex, OpenCode | 3 | 3,488 tok |
| habedi/omni-lpr A multi-interface (REST and MCP) server for automatic license plate recognition 🚗 | 26 | Claude Code, Codex, OpenCode | 2 | 1,314 tok |
| oozoofrog/mcp-baepsae MCP server with direct iOS simulator implementation | 26 | Claude Code, Codex, OpenCode | 8 | 2,280 tok |
| arbazkhan971/godmode Autonomous AI coding agent — 126 skills, 7 subagents, 5 platforms. Iterative optimization | 26 | Codex, Gemini CLI, OpenCode | 2 | 8,946 tok |
| mercadopago/mercadopago-claude-marketplace Claude Code plugin marketplace for Mercado Pago payment integrations — checkout, webhooks, | 26 | Claude Code, Codex, OpenCode | 3 | 1,851 tok |
| RohiRIK/OpenLtm Long-Term Memory plugin for Claude Code — semantic search, context injection, session lear | 26 | Claude Code, Codex, OpenCode | 2 | 1,329 tok |
| vbarsoum1/llm-wiki-compiler Compile documents into a living Obsidian wiki. Any AI agent. Based on Karpathy's LLM Wiki | 26 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 1,209 tok |
| nik1t7n/context-firewall Local-first context firewall for coding agents | 26 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 358 tok |
| encoredev/skills encore.dev Agent Skills for development with Encore. | 26 | Claude Code, Codex, OpenCode | 2 | 2,630 tok |
| james2doyle/godot-docs-mcp godot-docs-mcp.j2d.workers.dev A hosted MCP for searching and fetching the Godot docs | 26 | Codex, OpenCode | 1 | 1,813 tok |
| universal-mcp/universal-mcp Universal MCP acts as a middle ware for your API applications. It can store your credentia | 26 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 683 tok |
| withLinda/puppeteer-real-browser-mcp-server Provides AI assistants with powerful, detection-resistant browser automation capabilities | 26 | Claude Code, Codex, OpenCode | 2 | 10,848 tok |
| salmanashraf/mobile-ai-agents play.google.com Mobile AI Skills, Agents and workflow to help you build mobile apps and games faster. A co | 26 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 4 | 6,914 tok |
| transcendr/pi-goals withbryan.work Persistent goal tracking for Pi with durable objectives, goal queues, budgets, reusable pr | 26 | Codex, OpenCode | 1 | 1,191 tok |
| alleneee/skill-agent A production-grade AI Agent framework based on FastAPI, supporting 100+ LLM providers, MCP | 26 | Claude Code, Codex, OpenCode | 2 | 7,219 tok |
| nirholas/lyra-registry nirholas.github.io Lyra Registry is a standalone API + MCP service that catalogs, scores, and serves metadata | 26 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 864 tok |
| arjitj2/swiftui-design-principles Agent skill: Design principles for building polished SwiftUI apps and WidgetKit widgets | 26 | Codex, OpenCode | 1 | 166 tok |
| Ekioo/KittyClaw kittyclaw.dev A kanban board for managing projects with tickets, columns, labels, and activity tracking | 26 | Claude Code, Codex, OpenCode | 2 | 1,226 tok |
| LilithGames/a2wave a2wave.ai Turn the agent CLIs you already use into shared services your whole team can call. Natural | 26 | Claude Code, Codex, OpenCode | 6 | 1,502 tok |
| VoDaiLocz/kilo-kit-mcp glama.ai An MCP server for safer coding agents: skill routing, C4 workflow gates, memory checks, an | 26 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,498 tok |
| CrowdStrike/foundry-skills crowdstrike.com AI coding assistant skills for building CrowdStrike Falcon Foundry apps: scaffolding, depl | 26 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 4 | 2,873 tok |
| crazymsn/academic-scholar-skills nav.meding.site Shendu Yunchuang Technology focuses on developing AI Agents and AI applications to assist | 26 | Claude Code, Codex, OpenCode | 12 | 397 tok |
| Mr-Salticidae/knowledge-base Mr. Jumping Spider's public knowledge base of AIGC creation methodology, consolidating reu | 26 | Claude Code, Codex, OpenCode | 2 | 738 tok |
| IceWhaleTech/ZimaOS-Blue ZimaOS Blue - A Local-First Agent Runtime for Bold Builders. Out-of-the-Box, Open-Source, | 26 | Claude Code, Codex, OpenCode | 3 | 1,834 tok |
| frostyard/snosi A bootable container image build system using mkosi for creating Debian-based bootable con | 26 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode | 13 | 27,110 tok |
| honeymelon-app/honeymelon honeymelon.app 🍈 A simple MacOS Apple Silicon media converter. | 26 | Claude Code, Codex, OpenCode | 2 | 2,650 tok |
| hoangsonww/PetSwipe-Match-App petswipe.vercel.app 🐻 A Tinder-inspired pet adoption app where you swipe to navigate, “adopt”, or “pass” on s | 26 | Claude Code, Codex, OpenCode | 19 | 4,524 tok |
| boozedog/pi-codemode | 26 | Codex, OpenCode | 1 | 762 tok |
| Yashwanth-pilli/ILLIP Your AI company, in your device. Local-first AI platform: chat, agent crew, memory, and a | 26 | Claude Code, Codex, OpenCode | 2 | 1,669 tok |
| SalvatoreSorvillo/Valutio Net Worth and Tax Tracker | 26 | Codex, OpenCode | 1 | 242 tok |
| sorahjy/financial-analysis Some personal financial indicator analysis tools | 26 | Codex, OpenCode | 1 | 3,479 tok |
| Dicklesworthstone/frankengit Git-compatible, agent-native, repairable, self-hostable code forge and GitHub alternative. | 26 | Codex, OpenCode | 1 | 6,266 tok |
| Chepko932/OctoOffice OctoOffice - AI Agent Company Simulation. Command your CLI agent empire from the CEO desk. | 26 | Codex, OpenCode | 1 | 4,908 tok |
| shiyubao78/token-sprite 🌱 Burning tokens, growing neurons. Use your real Claude Code / Codex usage to raise a des | 26 | Claude Code, Codex, OpenCode | 2 | 2,560 tok |
| DeepSQLAI/deepsql deepsql.ai The database agent for Postgres and MySQL - Point it at PostgreSQL or MySQL and ask questi | 26 | Claude Code, Codex, OpenCode | 2 | 28,021 tok |
| rimio-ai/rimz rimz.rimio.ai RimZ is a realtime dashboard and control room for harnessing agentic coding, build on tmux | 26 | Claude Code, Codex, OpenCode | 2 | 4,464 tok |
| bluemoonfoundry/daz-mcp-server MCP server wrapping the DazScriptServer HTTP plugin for DAZ Studio | 26 | Claude Code, Codex, OpenCode | 2 | 3,331 tok |
| simplexlabs/montage Agentic motion videos built with Remotion | 26 | Claude Code, Codex, OpenCode | 2 | 4,917 tok |
| SVappsLAB/iRacingTelemetrySDK svappslab.com An iRacing SDK for C# .NET. Offers easy access to real-time telemetry data from iRacing f | 26 | Claude Code, Codex, OpenCode | 2 | 765 tok |
| xikhar/beyond-fable xikhar.github.io A world beyond the story... | 26 | Claude Code, Codex, OpenCode | 2 | 6,526 tok |
| DeprecatedLuke/oh-my-singularity A task based orchestration TUI for oh-my-pi agent harness enabling highly parallel agentic | 26 | Codex, OpenCode | 1 | 3,633 tok |
| Dicklesworthstone/franken_networkx Memory-safe clean-room Rust reimplementation of NetworkX with deterministic graph semantic | 26 | Codex, OpenCode | 1 | 9,254 tok |
| Tele-AI/TeleFuser tele-ai.github.io High-performance runtime for real-time multimodal generation and world models—streaming i | 26 | Claude Code, Codex, Gemini CLI, OpenCode | 6 | 2,177 tok |
| dmmulroy/pi-mcp Pi extension for OpenCode-style MCP client support | 26 | Codex, OpenCode | 1 | 78 tok |
| realgarit/fable-baton Claude Code plugin: Fable 5 as a token-frugal orchestrator with tiered Opus/Sonnet/Haiku a | 26 | Claude Code, Codex, OpenCode | 2 | 1,858 tok |
| konten-studio/jekardah-writer Portable AI writing workflow for hooks, anti-slop editing, and natural Jabodetabek voice. | 26 | Codex, OpenCode | 1 | 148 tok |