32,053 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 agents7,450Claude Code6,586Data and AI3,698Backend and APIs3,488Languages3,402Planning3,191Git and workflow3,129Code review2,728Memory and context2,353Testing2,330DevOps and cloud2,293Research2,288Writing and docs2,283Frontend2,242Security1,990Productivity1,704
All Claude Code32,053 Codex23,184 OpenCode21,956 GitHub Copilot3,523 Gemini CLI1,906 Cursor1,729 Windsurf98 Kiro64
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| memodb-io/Acontext acontext.io Agent Skills as a Memory Layer | 3,687 | Claude Code, Codex, OpenCode | 2 | 2,448 tok |
| kagent-dev/kagent kagent.dev Cloud Native Agentic AI | Discord: https://bit.ly/kagentdiscord | 3,682 | Claude Code, Codex, OpenCode | 4 | 2,745 tok |
| Screenly/Anthias anthias.screenly.io The world's most popular open source digital signage project. | 3,665 | Claude Code | 8 | 2,972 tok |
| gotalab/cc-sdd Turn approved specs into long-running autonomous implementation. A minimal, adaptable SDD | 3,659 | Claude Code, Codex, OpenCode | 2 | 1,613 tok |
| UsefulSoftwareCo/executor executor.sh The missing integration layer for AI agents. Let them call any OpenAPI / MCP / GraphQL / c | 3,658 | Claude Code, Codex, OpenCode | 23 | 674 tok |
| open-wa/wa-automate-nodejs openwa.dev 💬 🤖 The most reliable tool for chatbots with advanced features. Be sure to 🌟 this rep | 3,653 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 2,053 tok |
| geekjourneyx/md2wechat-skill md2wechat.cn Markdown to WeChat CLI | One-click formatting and publishing to WeChat Official Accounts: | 3,636 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 10,703 tok |
| strukto-ai/mirage strukto.ai The World's First Virtual Terminal for AI Agents | 3,615 | Claude Code, Codex, OpenCode | 2 | 15,771 tok |
| laravel/boost laravel.com Laravel-focused MCP server for augmenting your AI powered local development experience. | 3,611 | Claude Code, Codex | 4 | — |
| TinyAGI/tinyagi office.tinyagicompany.com TinyAGI is the agent teams orchestrator for One Person Company. (fka TinyClaw) | 3,610 | Claude Code, Codex, OpenCode | 10 | 1,262 tok |
| nextlevelbuilder/goclaw goclaw.sh GoClaw - GoClaw is OpenClaw rebuilt in Go — with multi-tenant isolation, 5-layer security, | 3,595 | Claude Code, Codex, OpenCode | 2 | 12,319 tok |
| millionco/expect expect.dev Expect tests your agent's code in a real browser | 3,552 | Claude Code, Codex, OpenCode | 10 | 6,472 tok |
| smallcloudai/refact refact.ai AI Agent that handles engineering tasks end-to-end: integrates with developers’ tools, pla | 3,541 | Claude Code, Codex, OpenCode | 2 | 2,346 tok |
| langwatch/langwatch langwatch.ai The platform for LLM evaluations and AI agent testing | 3,528 | Claude Code | 8 | 10,001 tok |
| synthetic-sciences/openscience openscience.sh The open-source AI workbench for scientific research | 3,518 | Claude Code, Codex, OpenCode | 2 | 3,058 tok |
| marin-community/marin marin.community Open-source framework for the research and development of foundation models. | 3,512 | Claude Code, Codex, OpenCode | 45 | 2,883 tok |
| AvdLee/SwiftUI-Agent-Skill Add expert SwiftUI Best Practices guidance to your AI coding tool (Agent Skills open forma | 3,508 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 2,427 tok |
| graykode/abtop Like htop, but for AI coding agents. Monitor Claude Code & Codex CLI sessions, tokens, | 3,503 | Claude Code, Codex, OpenCode | 2 | 5,469 tok |
| SamurAIGPT/llm-wiki-agent A personal knowledge base that builds and maintains itself. Drop in sources — Claude (or C | 3,499 | Claude Code, Codex, Gemini CLI, OpenCode | 7 | 5,977 tok |
| bytebase/dbhub dbhub.ai Token conscious database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite. | 3,487 | Claude Code, GitHub Copilot | 4 | 3,785 tok |
| swarmpit/swarmpit swarmpit.io Lightweight AI-friendly Docker Swarm management | 3,485 | Claude Code | 1 | 2,912 tok |
| dotnet/roslynator josefpihrt.github.io Roslynator is a set of code analysis tools for C#, powered by Roslyn. | 3,476 | Claude Code, Codex, OpenCode | 7 | 227 tok |
| sigp/lighthouse lighthouse-book.sigmaprime.io Ethereum consensus client in Rust | 3,467 | Claude Code | 2 | — |
| ProfSynapse/Professor-Synapse | 3,456 | Claude Code | 1 | 1,817 tok |
| freestylefly/CodexGuide codexguide.ai CodexGuide: A practical Codex guide for beginners, creators, developers, and teams worldwi | 3,450 | Claude Code, Codex | 2 | — |
| qawolf/cli docs.qawolf.com QA Wolf from anywhere — your terminal, your CI, your AI agent. | 3,446 | Claude Code, Codex, OpenCode | 2 | 2,060 tok |
| agentscope-ai/ReMe reme.agentscope.io ReMe: Memory Management Kit for Agents - Remember Me, Refine Me. | 3,432 | Claude Code, Codex, OpenCode | 2 | 2,689 tok |
| grafana/mcp-grafana MCP server for Grafana | 3,431 | Claude Code | 1 | — |
| dembrandt/dembrandt dembrandt.com Extract any website’s design system into tokens in seconds: logo, colors, typography, bord | 3,427 | Claude Code | 1 | 1,311 tok |
| callstack/react-native-testing-library oss.callstack.com 🦉 Simple and complete React Native testing utilities that encourage good testing practice | 3,417 | Claude Code, Codex, OpenCode | 2 | 291 tok |
| get-bb/bb getbb.app The agent IDE that builds itself | 3,416 | Claude Code, Codex, OpenCode | 2 | 1,345 tok |
| jakubkrehel/make-interfaces-feel-better jakub.kr An agent skill that helps make your interface feel better. | 3,398 | Claude Code, Codex, OpenCode | 2 | 795 tok |
| tursodatabase/agentfs agentfs.ai The filesystem for agents. | 3,393 | Claude Code | 2 | — |
| stickerdaniel/linkedin-mcp-server Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to | 3,384 | Claude Code, Codex, OpenCode | 8 | 4,962 tok |
| Intelligent-Internet/ii-agent ii.inc II-Agent: a new open-source framework to build and deploy intelligent agents | 3,382 | Claude Code, Codex, OpenCode | 2 | 9,338 tok |
| Ar9av/obsidian-wiki Framework for AI agents to build and maintain a digital brain through Obsidian wiki | 3,378 | Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode | 7 | 5,176 tok |
| ding113/claude-code-hub cch-plus.com A modern Claude Code & Codex API proxy service providing intelligent load balancing, user | 3,360 | Claude Code, Codex, GitHub Copilot, OpenCode | 9 | 1,516 tok |
| Mesh-LLM/mesh-llm meshllm.cloud Distributed AI/LLM for the people. Share compute privately or publicly to power your agent | 3,360 | Claude Code, Codex, GitHub Copilot, OpenCode | 32 | 11,756 tok |
| kunchenguid/lavish-axi HTML is the new markdown. Lavish is the new editor for your HTML artifacts. | 3,360 | Claude Code, Codex, OpenCode | 3 | 18,488 tok |
| PLFJY/ContextMenuMgr bilibili.com Context Menu Manager Plus is a powerful utility that helps you manage the right-click menu | 3,344 | Claude Code, Codex, OpenCode | 2 | 3,312 tok |
| ClickHouse/clickhouse-go Golang driver for ClickHouse | 3,343 | Claude Code, Codex, OpenCode | 2 | 8 tok |
| Ataraxy-Labs/sem ataraxy-labs.github.io Semantic version control => entity-level diffs, blame, and impact analysis on top of git. | 3,335 | Claude Code | 2 | — |
| ResearAI/DeepScientist Now, Stronger AI Pushes Frontiers, Stronger Our Shared Future. | 3,321 | Claude Code, Codex, OpenCode | 2 | 6,140 tok |
| RunMaestro/Maestro runmaestro.ai Agent Orchestration Command Center | 3,317 | Claude Code, Codex, OpenCode | 2 | 10,776 tok |
| leaperone/MultiPost-Extension multipost.app A browser extension that helps users publish content to multiple social media platforms wi | 3,314 | Claude Code | 1 | 901 tok |
| xintaofei/codeg docs.codeg.app Collaborative multi-agent AI coding workspace: aggregate sessions from Claude Code, Codex, | 3,304 | Claude Code, Codex, OpenCode | 2 | 3,257 tok |
| himself65/finance-skills skills.himself65.com A collection of skills for AI financial analysis. | 3,302 | Claude Code | 1 | 2,677 tok |
| giancarloerra/SocratiCode socraticode.cloud Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skil | 3,293 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 4,323 tok |
| conversejs/converse.js conversejs.org Web-based XMPP/Jabber chat written in JavaScript | 3,291 | Claude Code, Codex, OpenCode | 2 | 4,659 tok |
| skyhook-io/radar radarhq.io The missing open-source Kubernetes UI with a built-in MCP server for AI agents. See what's | 3,281 | Claude Code, Codex | 9 | 9,186 tok |