45,053 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989
All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| phxwang/feishuchannel-for-claudecode Feishu channel plugin for Claude Code — route Feishu groups to isolated Claude Code instan | 2 | Claude Code | 1 | 559 tok |
| arikw/claude-code-matrix-bridge arikw.github.io Live two-way Matrix ↔ Claude Code TUI bridge via the Channels API research preview. Plugin | 2 | Claude Code | 4 | — |
| rikdc/ai-skills My personal claude plugins | 2 | Claude Code, Codex, OpenCode | 2 | 2,648 tok |
| zircote-plugins/github-agentic-workflows Claude Code plugin for authoring, validating (via gh aw compile), and improving GitHub Age | 2 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 3,298 tok |
| LingFeng-Vels/session-coord-mcp 🚀 Local-first MCP server for multi-session AI coding coordination, task claiming, and con | 2 | Codex, OpenCode | 1 | 106 tok |
| 10CG/Aria Make AI a genuine collaborator in your software projects — AI-DDD methodology for Claude C | 2 | Claude Code | 2 | 4,489 tok |
| lemon-etvibe/prompt-vault Phase-based conversation logging plugin for Claude Code with context protection and HTML r | 2 | Claude Code | 1 | 737 tok |
| JiaWeiXie/swarm-pi-code-plugin connects Claude Code and Codex to a bounded Pi coding worker for repository-grounded analy | 2 | Claude Code, Codex, OpenCode | 2 | 451 tok |
| kbichave/skills Claude Code plugin for deep system discovery, implementation planning, and code generation | 2 | Claude Code, Codex, OpenCode | 5 | 1,952 tok |
| AgentureHQ/agenture-loop agenture.dev Claude Code plugin that enables AI agents to own full SDLC phases | 2 | Claude Code | 2 | 1,963 tok |
| sling86/it-cli-plugin Claude Code plugin for the its IT-systems CLI — drive RMM, Entra ID, Intune, Microsoft 365 | 2 | Claude Code | 1 | 200 tok |
| kimmingul/xllm kimmingul.github.io xllm plugin — cross-vendor LLM advisor plugin for agentic CLIs ( Claude Code, Codex, Grok | 2 | Claude Code, Codex, OpenCode | 2 | 710 tok |
| TeamSPWK/nova jay-swk.github.io AI Agent Ops framework for Claude Code — independent evaluator, adversarial review, and pr | 2 | Claude Code, Codex, OpenCode | 3 | 1,975 tok |
| khrichtchatyi/ship-it A Claude Code plugin that commits your work and opens pull requests. | 2 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 346 tok |
| bammt/XuanShu-Agent CrewAI-based team-level multi-tenant agent orchestration and management platform, supporti | 2 | Codex, OpenCode | 1 | 10,375 tok |
| chickenyoutoo-beautiful/oneapichat Self-hosted multi-model AI chat platform — 69 MCP tools, agent sub-agents, resumable strea | 2 | Claude Code | 1 | 43,403 tok |
| servagent/servagent servagent.org Servagent is an MCP (Model Context Protocol) server that enables a remote AI to take full | 2 | Claude Code, Codex, OpenCode | 2 | 4,481 tok |
| LeszczynskiKarol/mcp-server mcpservers.org Self-hosted MCP server for Claude.ai. Give Claude direct access to your AWS, SSH, local sh | 2 | Claude Code | 1 | 4,100 tok |
| VitalyOstanin/mcp-chrome-debugger-protocol MCP server for Chrome debugger protocol (Node.js) | 2 | Claude Code, Codex, OpenCode | 2 | 2,706 tok |
| shofer-dev/claude-code-second-brain shofer.dev A cheap background model that watches your session over its shoulder and, when — and only | 2 | Claude Code, Codex, OpenCode | 2 | 516 tok |
| vaquarkhan/kafka-mcp-enterprise-server vaquarkhan.github.io A production-ready Model Context Protocol (MCP) server for Apache Kafka. Features Informat | 2 | Codex, GitHub Copilot, Cursor, OpenCode | 5 | 1,155 tok |
| bryankthompson/chroma-mcp-custom This is an enhanced fork of the original chroma-core/chroma-mcp project, featuring FastMCP | 2 | Claude Code | 1 | 1,499 tok |
| hbarbosa02/alaz-mcp-nestjs MCP Server that exposes the live context of any NestJS project to AI agents (Cursor, Claud | 2 | Claude Code, Cursor | 3 | — |
| ahmedtawfeeq1/loredex Universal control system for coding agents: shared memory, cross-project handoffs, researc | 2 | Claude Code, Codex, OpenCode | 2 | 243 tok |
| jbwinters/tmuxcontrollib Python Library and MCP server enabling agents to control and communicate with Tmux session | 2 | Claude Code | 1 | 382 tok |
| nanohype/nanohype Template catalog and SDK for AI subsystems — agents, RAG, MCP servers, eval harnesses, inf | 2 | Claude Code, Codex, OpenCode | 2 | 4,423 tok |
| augmnt/mindcache usemindcache.com Your Obsidian vault, connected to AI. Open-source MCP server. | 2 | Claude Code | 1 | 542 tok |
| AzureManagedRedis/mcp-amr | 2 | Gemini CLI | 1 | 1,534 tok |
| rolandreads/bazzite-mcp MCP server providing AI-native awareness and control of Bazzite OS | 2 | Claude Code | 1 | 195 tok |
| pbv7/worksection-mcp Unofficial multi-tenant MCP server for the Worksection API — not affiliated with Worksecti | 2 | Claude Code | 1 | 2,032 tok |
| synapticore-io/dust-analyzer synapticore-io.github.io European air quality MCP server — Saharan dust, SO₂, PM2.5 from CAMS/Copernicus as interac | 2 | Claude Code | 1 | 1,259 tok |
| caitao-ct/knowledge-base caitao-ct.github.io A dual-purpose Knowledge Base and MCP (Model Context Protocol) RAG Server | 2 | Codex, OpenCode | 1 | 600 tok |
| mihaelamaciuca/knowledge-layer Knowledge layer for AI-native teams | 2 | Claude Code | 2 | 955 tok |
| JosephOIbrahim/Hanna Always-on AI producer that surfaces decisions across a creative portfolio. Producer-rhythm | 2 | Claude Code | 2 | 699 tok |
| CaoMeiYouRen/tinyfish-mcp An MCP (Model Context Protocol) service based on TinyFish's free search API that provides | 2 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 859 tok |
| hegner123/tui-test-ghost Zig-native TUI testing toolkit built on Ghostty's terminal emulation core | 2 | Claude Code | 1 | 1,425 tok |
| rahulcvwebsitehosting/wayfinder Local-first open-source browser agent with MCP server & visual workflows | 2 | Claude Code | 17 | — |
| xiaojiou176-open/BrewMe xiaojiou176-open.github.io Reader-first source intelligence and MCP server for YouTube, Bilibili, RSSHub, and RSS, wi | 2 | Claude Code, Codex, OpenCode | 2 | 1,660 tok |
| Anselmoo/mcp-zen-of-languages anselmoo.github.io 🌍 Multi-language architectural and idiomatic code analysis via MCP server 🔧 and CLI 💻. | 2 | Claude Code, GitHub Copilot | 13 | 7,430 tok |
| Dreamfutura-Stephen/oh-my-deepseek A zero‑dependency DeepSeek multi‑agent framework: autonomous pipeline, recursive sub‑agent | 2 | Claude Code | 1 | 886 tok |
| Vvkmnn/claude-orator-mcp 🪶 An MCP server for prompt optimization in Claude Code | 2 | Claude Code | 1 | — |
| chew-z/GeminiMCP MCP (Model Control Protocol) server integrating with Google's Gemini API | 2 | Claude Code | 1 | 571 tok |
| lreimer/sonar-mcp-server A MCP server implementation for the SonarQube Cloud API in Golang. | 2 | Claude Code | 1 | 734 tok |
| Fast-Transients/lodgify-mcp-server A Model Context Protocol (MCP) server for the Lodgify vacation rental API. Provides tools | 2 | Codex, OpenCode | 1 | 298 tok |
| tusharagg1/aifolimizer Local MCP server that turns Claude into a markets analyst over a live Wealthsimple portfol | 2 | Claude Code, Codex, OpenCode | 32 | 3,834 tok |
| JunMystery/Agent-Guidance-Python This project has been discontinued. On-going: Rust version | 2 | Claude Code, Codex, Cursor, OpenCode | 3 | 2,888 tok |
| ulises-jeremias/agentic-workstation AI-native workstation provisioning layer — chezmoi, host policies and tooling that install | 2 | Claude Code, Codex, OpenCode | 2 | 1,509 tok |
| Zenotech-bv/teslafi-mcp teslafi.com MCP server for the TeslaFi API - ask Claude about your Tesla's live status, drive & charge | 2 | Claude Code | 1 | 1,927 tok |
| Knuckles-Team/fan-manager Manager your Dell PowerEdge Fan Speed with this handy tool! | 2 | Claude Code, Codex, OpenCode | 2 | 4,432 tok |
| foxj77/mcp-memory-server Persistent shared knowledge graph memory for AI agents via MCP — built for kagent, compati | 2 | Claude Code, Codex, OpenCode | 2 | 1,562 tok |