2,016 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944
All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| poemswe/co-researcher coresearcher.poemswe.com Academic research plugin for Claude Code with literature reviews, systematic reviews, peer | 135 | Gemini CLI | 1 | 629 tok |
| 302ai/302-AI-Studio | 134 | Claude Code, Codex, Gemini CLI, OpenCode | 21 | 2,267 tok |
| 8421bit/MiniClaw 🦞 A Digital Life Embryo for your MCP Client. An intelligent micro-kernel with Nociception | 132 | Codex, Gemini CLI, OpenCode | 2 | 661 tok |
| dandye/ai-runbooks | 132 | Claude Code, Gemini CLI | 2 | 6 tok |
| mikechao/brave-search-mcp An MCP Server implementation that integrates the Brave Search API, providing, Web Search, | 130 | Codex, Gemini CLI, OpenCode | 2 | 1,540 tok |
| gemini-cli-extensions/sre SRE Extension to provide Site Reliability Engineering tools for CLI harness investigations | 129 | Gemini CLI | 1 | 389 tok |
| aberemia24/code-executor-MCP | 129 | Codex, Gemini CLI, OpenCode | 2 | 2,065 tok |
| xenitV1/Antigravity-Workflows | 128 | Claude Code, Gemini CLI | 17 | 2,676 tok |
| iconben/z-image-studio A Cli, a webUI, and a MCP server for the Z-Image-Turbo text-to-image generation model (Ton | 128 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 345 tok |
| xiaolai/claudepot-app claudepot.com A control panel for Claude Code and Claude Desktop. | 127 | Claude Code, Codex, Gemini CLI, OpenCode | 8 | 5,312 tok |
| jellydn/my-ai-tools ai-tools.itman.fyi Comprehensive configuration management for AI coding tools - Replicate my complete setup f | 126 | Claude Code, Codex, Gemini CLI, OpenCode | 2 | 2,617 tok |
| yschimke/compose-ai-tools yschimke.github.io Helping the Agents Compose the Things | 126 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 6 | 4,530 tok |
| tmdgusya/engineering-discipline tmdgusya.github.io SKILL for engineering-discipline | 125 | Gemini CLI | 1 | 24 tok |
| hect0x7/jmcomic-ai pypi.org JMComic Agent Skills / AI-native JMComic assistant: inject JMComic into your AI Agent thro | 125 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,807 tok |
| deepmodeling/DeePTB deepmodeling.github.io DeePTB: A deep learning package for tight-binding Hamiltonian with ab initio accuracy. | 125 | Gemini CLI | 1 | 797 tok |
| githits-com/githits-cli githits.com CLI & MCP for GitHits - The Code Context Layer for AI Coding Agents | 124 | Claude Code, Codex, Gemini CLI, OpenCode | 6 | 3,815 tok |
| Houseofmvps/ultraship npmjs.com "ULTRASHIP" Claude Code plugin — 39 skills, 33 tools, 11 agents for ship-ready workflows: | 123 | Claude Code, Gemini CLI | 2 | 3,228 tok |
| Obedience-Corp/festival fest.build Vibe Engineering Framework, Organize your intent, loop your work and achieve the outcome y | 123 | Claude Code, Codex, Gemini CLI, OpenCode | 14 | 1,338 tok |
| auth0/auth0-mcp-server Connect LLMs and AI agents to Auth0 Management APIs via an MCP server. Use natural-languag | 122 | Codex, Gemini CLI, OpenCode | 2 | 1,390 tok |
| quran/quran-mcp mcp.quran.ai | 122 | Claude Code, Codex, Gemini CLI, OpenCode | 5 | 4,674 tok |
| bropines/xray-config-ui-editor bropines.github.io | 121 | Gemini CLI | 1 | — |
| cjtrowbridge/vibe-modeling A pipeline for vibe coding 3d models, iterating, producing image, model, and lithography a | 119 | Codex, Gemini CLI, OpenCode | 2 | 4,196 tok |
| reolink/reolink-cli Official command-line tool for Reolink IP cameras, doorbells and NVRs — LAN only, no cloud | 118 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 3 | 6,480 tok |
| buildonspark/spark The Spark Bitcoin layer 2 protocol | 117 | Claude Code, Codex, Gemini CLI, OpenCode | 31 | 3,168 tok |
| GoogleCloudPlatform/cxas-scrapi A powerful Python API, CLI, and set of Agent Skills for CX Agent Studio to automate, evalu | 116 | Claude Code, Codex, Gemini CLI, OpenCode | 6 | 1,535 tok |
| 21pounder/terminalAgent A powerful terminal coding agent based on Claude Agent SDK. Better then Claude Code when s | 116 | Claude Code, Gemini CLI | 3 | 2,384 tok |
| MetcalfSolutions/Satori metcalfsolutions.github.io Claude Code skill & open-source wisdom companion (v6.6.0, Apache 2.0) for CLI, IDE, and we | 116 | Claude Code, Codex, Gemini CLI, OpenCode | 5 | 908 tok |
| oculus-samples/Unity-MoveFast Oculus Interaction SDK showcase demonstrating the use of Interaction SDK in Unity with han | 115 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 1,061 tok |
| liberusoftware/real-estate-laravel liberusoftware.com Real Estate / Estate Agent, solution for your Property Agency. Application written in Lara | 115 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 15 | 33,626 tok |
| Tahanima/playwright-java-test-automation-architecture tahanima.github.io Ready-to-use UI Test Automation Architecture using Java and Playwright. | 114 | Gemini CLI | 3 | 939 tok |
| manatlan/htag manatlan.github.io Python3 GUI toolkit for building "beautiful" applications for mobile, web, and desktop fro | 111 | Gemini CLI | 1 | 276 tok |
| Insajin/autopus-adk Autopus-ADK is of the agents, by the agents. for the agents. Multi-model orchestration (co | 111 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 3,368 tok |
| vishalmdi/ai-native-pm-os The exhaustive guide to mastering Claude for Product Managers. Build your AI-native PM OS | 111 | Claude Code, Codex, Gemini CLI, OpenCode | 13 | 6,583 tok |
| shuotao/REVIT_MCP_study LEARN HOW TO BUILD UP YOUR REVIT MCP | 110 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 79 | 13,111 tok |
| cdavid817/vanehub-ai AI programming agent unified desktop workspace | Desktop hub for managing Claude Code, Cod | 110 | Claude Code, Codex, Gemini CLI, OpenCode | 37 | 3,751 tok |
| tswistak/Battery-Monitor Battery Monitor for Android | 110 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 219 tok |
| jiahuiqu17/paper-signal Subject-aware minimal-zine image production for Agent Skills: art direction, generation, s | 109 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 566 tok |
| idoforgod/Dissertation-Simulator-AgenticWorkflow A doctoral dissertation research simulation system in which 58 AI agents collaborate acros | 108 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 12 | 39,470 tok |
| robium-ai/robium robium.ai Physical AI skills for coding agents, with field-tested robotics guidance, the robium-ai C | 107 | Claude Code, Codex, Gemini CLI, OpenCode | 5 | 1,072 tok |
| amekala/ads-mcp adspirer.com MCP server for managing ad campaigns across Google Ads, Meta Ads, LinkedIn Ads, and TikTok | 106 | Claude Code, Gemini CLI | 2 | 2,057 tok |
| wybert/earth-agent-chrome-ext Earth Agent is a Cursor-like AI agent for Google Earth Engine. It can be used right in you | 105 | Claude Code, Gemini CLI | 2 | 1,408 tok |
| openshift/rosa | 105 | Claude Code, Codex, Gemini CLI, OpenCode | 7 | 3,501 tok |
| lktiep/cortex-hub hub.jackle.dev Self-hosted AI Agent Memory + Code Intelligence Platform — one MCP endpoint for persistent | 105 | Claude Code, Codex, Cursor, Gemini CLI, OpenCode | 14 | 2,330 tok |
| watt-mind/coach coachwatts.com Your open source AI coach and unified fitness dashboard. | 105 | Claude Code, Codex, Gemini CLI, OpenCode | 20 | 3,616 tok |
| dvcrn/mcp-server-devonthink | 104 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 7,482 tok |
| YUST777/verdict-community verdict.run A modern, all-in-one competitive programming environment. Solve Codeforces problems with a | 104 | Gemini CLI | 2 | — |
| ilang-ai/Imprint ilang.ai Your AI’s DNA: one skill for memory, compression, onboarding, code review, debugging, plan | 104 | Gemini CLI | 1 | 316 tok |
| googlemaps/platform-ai | 104 | Gemini CLI | 1 | 1,068 tok |
| dainsiahtill-dev/Polaris Polaris is the transaction-driven core of an AI software factory. It is not a chat-based p | 102 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 25,488 tok |
| mrmike/android-source-explorer-mcp MCP server for exploring AOSP internals and Jetpack libraries | 102 | Gemini CLI | 1 | 18 tok |