32,552 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980
All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| Othmane-Khadri/agent-rl-skill A Claude Code skill that adds reinforcement learning to any AI agent. Make your agents lea | 14 | Claude Code | 1 | — |
| MingyiSecLab/Mingyi-Atlas Harness-driven terminal AI agent for authorized security assessment, with TUI, headless | 14 | Claude Code, Codex, OpenCode | 2 | 5,990 tok |
| devstefancho/skills claude-plugins.stefancho.dev | 14 | Claude Code, Codex, OpenCode | 2 | 1,369 tok |
| juanje/agentic-buddy A self-organizing memory for any AI agent. Brain dump tasks, decisions, ideas, and context | 14 | Claude Code, Cursor | 13 | 200 tok |
| aget-framework/aget aget.dev AGET Framework - specification for building self-built Personal AGI Systems with governed | 14 | Claude Code, Codex | 62 | — |
| onixhdz/cartograph onixhdz.github.io Cartograph: Map any codebase into a knowledge graph, trace dependencies, measure impact, a | 14 | Claude Code, Codex, OpenCode | 3 | 1,039 tok |
| vivqu/SwiftUIAgentToolkit Basic toolkit to bootstrap vibe-coding mobile apps | 14 | Claude Code | 1 | 681 tok |
| aquivalabs/speccy | 14 | Claude Code, Codex, OpenCode | 2 | 811 tok |
| tarekmo0/HunterStick A persistent context and fieldcraft system for AI-assisted bug bounty hunting. | 14 | Claude Code, Codex, OpenCode | 37 | 7,495 tok |
| zarlor/suno-band-manager AI-powered music production assistant for creating Suno-ready song packages — a BMad Metho | 14 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 4,224 tok |
| paulbaranowski/wild-horses | 14 | Claude Code | 3 | 3,449 tok |
| devfullcycle/claude-subagents | 14 | Claude Code | 2 | — |
| caichuanwang/VibePet | 14 | Claude Code, Codex, OpenCode | 24 | 3,350 tok |
| jupyter-ai-contrib/jupyter-ai-acp-client The ACP client implementation in Jupyter AI | 14 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 6,046 tok |
| transparent-pegasus/herdrpowers brings agentic superpowers to the pane-driven. | 14 | Claude Code, Codex, OpenCode | 2 | 2,417 tok |
| friedbotstudio/baseline baseline.friedbotstudio.com A discipline layer for Claude Code. Hooks at every tool boundary, a workflow that runs fro | 14 | Claude Code | 77 | 6,944 tok |
| open-homelab-io/open-homelab | 14 | Claude Code | 3 | 532 tok |
| dkyazzentwatwa/inkling-bot linktr.ee inkling -- the ai agent inside a raspberry pi. feed it chats & tasks. | 14 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 10,046 tok |
| motosan-dev/acp-cli Headless CLI client for the Agent Client Protocol (ACP) — Rust port of ACPX | 14 | Claude Code, Codex, OpenCode | 2 | 2,207 tok |
| jaehongpark-agent/claude-code-spinner-verbs | 14 | Claude Code | 1 | 559 tok |
| Coveros/StrategiesforTestingAI Repo for Strategies for Testing AI-Based Systems Class | 14 | Claude Code, GitHub Copilot | 8 | 680 tok |
| wjt0321/lottery-predictor A Double Color Ball lottery prediction tool based on historical data statistics, using mul | 14 | Claude Code, Codex, OpenCode | 2 | 6,249 tok |
| jin-bo/guanlan 观澜 (GuānLán) is a local knowledge base project based on the Karpathy LLM Wiki pattern: it | 14 | Claude Code | 1 | 4,585 tok |
| panzeyu2013/dsh-chamber dsh (DeepSeek Harness) desktop connection manager: use local instances out of the box; con | 14 | Claude Code, Codex, OpenCode | 4 | 3,799 tok |
| Zaimwa9/themis Open source & self-hostable review agent | 14 | Claude Code, Codex, OpenCode | 2 | 873 tok |
| LeoKemp223/em_rag A lightweight local RAG for embedded developers based on the standard MCP protocol. It int | 14 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,167 tok |
| whynusn/typetype Chinese touch-typing tool supporting character-length and keystroke statistics on Linux Wa | 14 | Claude Code, Codex, OpenCode | 2 | 20,060 tok |
| smetaninatv/the-bull-claude-trading-routine Claude Routines for day\swing trading | 14 | Claude Code | 7 | 1,921 tok |
| igor47/csheet csheet.net DnD digital character sheet | 14 | Claude Code | 1 | 4,235 tok |
| allxsmith/bestax bestax.io A fully-typed React component library for the Bulma CSS framework. Build modern UIs quickl | 14 | Claude Code, Codex, OpenCode | 2 | 8,237 tok |
| jdkruzr/ForestNote ForestNote — open source e-ink notes app for Viwoods AiPaper and Onyx Boox tablets with fa | 14 | Claude Code | 1 | 2,041 tok |
| dalmasonto/umbral dalmasonto.github.io Umbral is a Rust Web-framework in which every capability is a plugin | 14 | Claude Code, Codex, OpenCode | 9 | 8,652 tok |
| esagduyu/labrat 🐀 Terminal-native AI data agent — ask your warehouse a question in plain English, watch d | 14 | Claude Code | 1 | 11,059 tok |
| fsans/fms-odata-mcp Model Context Protocol (MCP) server for FileMaker Server OData 4.01 API integration | 14 | Claude Code, Codex, OpenCode | 2 | 2,527 tok |
| jakekeeys/frigate-mcp | 14 | Claude Code | 1 | 1,151 tok |
| Ching-Chiang/comsol-mcp | 14 | Claude Code, Codex, OpenCode | 2 | 2,253 tok |
| Mitscherlich/live2d-mcp | 14 | Claude Code, Codex, OpenCode | 2 | 1,466 tok |
| dropdevrahul/campy Animated ASCII terminal pets for CLI coding agents — Claude Code, OpenCode, Pi, Gemini CLI | 14 | Claude Code, Codex, OpenCode | 2 | 3,795 tok |
| masterleopold/book-capture Claude Code plugin for capturing books from Kindle, Apple Books, or PDF — screenshot, OCR | 14 | Claude Code | 1 | 1,109 tok |
| YGao2005/scholar-feed-mcp scholarfeed.org MCP server for searching 600,000+ CS/AI research papers with citation graphs, full text, e | 14 | Claude Code | 1 | 2,034 tok |
| arcobaleno64/agy-plugin-cc agy-plugin-cc is a Claude Code companion for running Gemini CLI or Antigravity CLI (agy) a | 14 | Claude Code | 1 | — |
| maxwellsdm1867/wheeler Turn Claude Code into an interactive scientific workspace: workflow, file system, and know | 14 | Claude Code, Codex | 50 | 6,105 tok |
| gethelio/helio helio.so Governance proxy for MCP: block or hold AI agent tool calls on their arguments, route appr | 14 | Claude Code, Codex, OpenCode | 2 | 6,311 tok |
| ukbodypilot/radio-gateway Multi-radio, multi-machine Linux gateway: ham/GMRS radios → Mumble, Broadcastify, Winlink, | 14 | Claude Code | 2 | 2,277 tok |
| R00T-Kim/SCOUT r00t-kim.github.io Deterministic firmware-to-exploit evidence engine. Drop a firmware blob, get hash-anchored | 14 | Claude Code, Codex, OpenCode | 2 | 6,515 tok |
| guzus/ai-research-arm ara.guzus.xyz Self-running AI-news intelligence pipeline: multi-source agents, validated research artifa | 14 | Claude Code, Codex, OpenCode | 10 | 25,301 tok |
| codejunkie99/agent-harness Drop-in agent harness for shipping products with AI. 18 skill files across SaaS, CLI, MCP, | 14 | Claude Code, Codex | 17 | — |
| mindstone/mcp-servers mindstone.com Production-ready MCP connectors for popular SaaS tools. Works with Claude Desktop, Cursor, | 14 | Claude Code, Codex, OpenCode | 2 | 3,643 tok |
| mishrasanjeev/agentic-org Agentic-Org is an open-source, enterprise-grade AI agent orchestration platform. It deploy | 14 | Claude Code, Codex, OpenCode | 4 | 12,126 tok |
| TrainLCD/StationAPI 🤖 The GraphQL API for nearby Japanese train stations and bus stops, powered by Rust and C | 14 | Claude Code, Codex, OpenCode | 3 | 8,460 tok |