1,902 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 agents7,374Claude Code6,573Data and AI3,706Backend and APIs3,486Languages3,398Planning3,181Git and workflow3,100Code review2,701Memory and context2,354Testing2,311Research2,292DevOps and cloud2,282Writing and docs2,269Frontend2,250Security1,980Productivity1,695
All Claude Code32,004 Codex23,112 OpenCode21,881 GitHub Copilot3,501 Gemini CLI1,902 Cursor1,724 Windsurf62 Kiro40
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| liberusoftware/real-estate-laravel liberusoftware.com Real Estate / Estate Agent, solution for your Property Agency. Application written in Lara | 112 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 14 | 33,263 tok |
| martymcenroe/AssemblyZero Parameterized multi-agent orchestration framework for Claude Code and Gemini | 112 | Claude Code, Gemini CLI | 4 | 2,111 tok |
| ilia-pluzhnikov/claude-code-statusline A feature-rich, dependency-free Node.js statusline for Claude Code with model, task, git s | 112 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 3,265 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 |
| DogInfantry/claude-skill-management-consultant-B1 Claude skill & plugin: turn Claude (or any LLM) into an MBB-grade management consultant. C | 111 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 665 tok |
| yschimke/compose-ai-tools yschimke.github.io Helping the Agents Compose the Things | 110 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 6 | 3,163 tok |
| buildonspark/spark The Spark Bitcoin layer 2 protocol | 110 | Claude Code, Codex, Gemini CLI, OpenCode | 31 | 3,168 tok |
| livekit-examples/agent-starter-node docs.livekit.io A complete voice AI starter app for LiveKit Agents with Node.js | 109 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,230 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 |
| bropines/xray-config-ui-editor bropines.github.io | 109 | Gemini CLI | 1 | — |
| Insajin/autopus-adk Autopus-ADK is of the agents, by the agents. for the agents. Multi-model orchestration (co | 109 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 3,368 tok |
| diegosouzapw/OmniGlyph Cut your Claude bill 59–70% by rendering bulky LLM context as dense PNG pages — 100% read | 109 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,239 tok |
| idoforgod/Dissertation-Simulator-AgenticWorkflow A doctoral dissertation research simulation system in which 58 AI agents collaborate acros | 107 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 12 | 39,470 tok |
| dvcrn/mcp-server-devonthink | 106 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 7,482 tok |
| JayPokale/Chisle chisle.jaypokale.me Your AI talks less, builds less, says more. Like a senior dev who bills by the syllable. | 106 | Codex, GitHub Copilot, Gemini CLI, OpenCode | 3 | 1,323 tok |
| googlemaps/platform-ai | 105 | Codex, Gemini CLI | 1 | 1,068 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 | 104 | Claude Code, Gemini CLI | 2 | 965 tok |
| shuotao/REVIT_MCP_study LEARN HOW TO BUILD UP YOUR REVIT MCP | 103 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 79 | 10,586 tok |
| openshift/rosa | 103 | Claude Code, Codex, Gemini CLI, OpenCode | 7 | 2,943 tok |
| YUST777/verdict-community verdict.run A modern, all-in-one competitive programming environment. Solve Codeforces problems with a | 103 | Gemini CLI | 2 | — |
| aaddrick/attention-control Air traffic control discipline for agent output. Written for a reader with ADHD. | 103 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 4,631 tok |
| SonarSource/sonarqube-agent-plugins SonarQube Plugin for AI Agents | 102 | Gemini CLI | 1 | 1,284 tok |
| vishalmdi/ai-native-pm-os The exhaustive guide to mastering Claude for Product Managers. Build your AI-native PM OS | 102 | Claude Code, Codex, Gemini CLI, OpenCode | 13 | 6,583 tok |
| nazarli-shabnam/clevis clevis.org Self-hosted GitHub security dashboard — tracks org security checks (MFA, branch protection | 101 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode | 17 | 5,410 tok |
| ilang-ai/Imprint ilang.ai Your AI’s DNA: one skill for memory, compression, onboarding, code review, debugging, plan | 101 | Gemini CLI | 1 | 316 tok |
| mrmike/android-source-explorer-mcp MCP server for exploring AOSP internals and Jetpack libraries | 100 | Gemini CLI | 1 | 18 tok |
| hect0x7/jmcomic-ai pypi.org JMComic Agent Skills / AI-native JMComic assistant: inject JMComic into your AI Agent thro | 100 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,807 tok |
| githits-com/githits-cli githits.com CLI & MCP for GitHits - The Code Context Layer for AI Coding Agents | 98 | Claude Code, Codex, Gemini CLI, OpenCode | 6 | 3,487 tok |
| intellectronica/gemini-cli-skillz Gemini CLI extension for Anthropic-style Agent Skills via skillz MCP server | 97 | Gemini CLI | 1 | 412 tok |
| neo4j-contrib/gds-agent Neo4j Graph Data Scientist Agent (MCP Server & Skills) | 96 | Gemini CLI | 1 | 231 tok |
| unoplat/unoplat-code-confluence docs.unoplat.io Always keep your codebases ready for Agents. Improve any coding workflow by atleast 2x by | 94 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 239 tok |
| reolink/reolink-cli Official command-line tool for Reolink IP cameras, doorbells and NVRs — LAN only, no cloud | 94 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 3 | 5,648 tok |
| bladnman/do-work | 94 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,457 tok |
| dalemoncayo/fullcase-web A practical example of integrating AI code review into a real-world codebase. Built with N | 93 | Claude Code, Codex, Gemini CLI, OpenCode | 11 | 14,727 tok |
| HKUST-KnowComp/DeepRefine-Skill hhy-huang.github.io An agent skill to evolve the quality of LLM-Wiki (Graphify) at test time. | 92 | Gemini CLI | 1 | 372 tok |
| marcusgoll/Spec-Flow Turn product ideas into production launches with Spec-Driven Development. Repeatable Claud | 92 | Claude Code, Codex, Cursor, Gemini CLI, OpenCode | 4 | 6,294 tok |
| protoman/rockbot rockbot.upperland.net An open-source, SDL based, game engine to replicate old style NES games, mostly Megaman on | 92 | GitHub Copilot, Gemini CLI | 2 | 750 tok |
| cjtrowbridge/vibe-modeling A pipeline for vibe coding 3d models, iterating, producing image, model, and lithography a | 91 | Codex, Gemini CLI, OpenCode | 2 | 3,636 tok |
| ShurikenTrade/shuriken-skills app.shuriken.trade Agent-consumable integration skills for the Shuriken platform 🥷 | 90 | Gemini CLI | 1 | 116 tok |
| mtarcure/claude-vibe-squad Multi-model AI orchestration where behaviour is Markdown, not code. One coordinator routes | 90 | Claude Code, Codex, Gemini CLI, OpenCode | 67 | 1,739 tok |
| amekala/ads-mcp adspirer.com MCP server for managing ad campaigns across Google Ads, Meta Ads, LinkedIn Ads, and TikTok | 88 | Claude Code, Gemini CLI | 2 | 2,057 tok |
| Jamkris/everything-gemini-code geminicli.com [Everything Gemini Code] A harness engineering toolkit for Gemini CLI & Antigravity. Tune | 87 | Gemini CLI | 1 | 240 tok |
| josephgoksu/TaskWing taskwing.app Local-first AI knowledge layer. Extract architecture, query from any AI tool via MCP. Priv | 87 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 7,754 tok |
| fivetran/connector_sdk_tools AI coding agent tools to build connectors using Fivetran Connector SDK | 87 | Gemini CLI | 1 | 1,017 tok |
| apache/magpie magpie.apache.org Agent-assisted maintainership and development framework for Apache projects — Triage, Ment | 87 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 15,191 tok |
| grarcht/Shuttle Prevent TransactionTooLargeException crashes. For good. A modern Android framework for sa | 87 | Claude Code, Gemini CLI | 2 | 1,793 tok |
| dataseeek/MagesticAI Web Cloud-based AI task management and agent orchestration platform | 86 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 18,936 tok |
| gemini-cli-extensions/sre SRE Extension to provide Site Reliability Engineering tools for CLI harness investigations | 83 | Gemini CLI | 1 | 389 tok |
| gutsavgupta/nvim-gemini-companion A Neovim plugin to integrate Gemini CLI well (+ Qwen-code now) | 83 | Gemini CLI | 1 | 776 tok |
| watt-mind/coach coachwatts.com Your open source AI coach and unified fitness dashboard. | 83 | Claude Code, Codex, Gemini CLI, OpenCode | 19 | 3,616 tok |