31,977 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710
All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| calvinw/fl-studio-mcp MCP server enabling LLM assistants to interact with FL Studio's piano roll | 37 | Claude Code | 1 | 4,648 tok |
| FranRom/pupila Local-first daily job aggregator. AI review per job via your own LLM CLI, swipe-to-apply t | 37 | Claude Code, Codex, OpenCode | 15 | 13,872 tok |
| theogbrand/yoink yoink is an AI agent that removes complex dependencies by reimplementing only what you nee | 37 | Claude Code, Codex, OpenCode | 3 | 18 tok |
| n24q02m/better-godot-mcp mcp.n24q02m.com Composite MCP server for Godot Engine -- 17 composite tools for AI-assisted game developme | 37 | Claude Code, Codex, OpenCode | 2 | 2,466 tok |
| Vaiz/rust-mcp-server MCP server for development in Rust | 37 | Claude Code, GitHub Copilot | 2 | 691 tok |
| zxkane/autonomous-dev-team kane.mx Turns issues into merged PRs/MRs with zero human intervention — supports GitHub and GitLab | 37 | Claude Code, Codex, OpenCode | 6 | 3,736 tok |
| omnigentx/jarvis Omnigentx Jarvis — voice + chat AI assistant powered by Fast Agent (MCP) with Vue dashboar | 37 | Claude Code, Codex, OpenCode | 2 | 10,665 tok |
| artemnovichkov/skills skills.sh Collection of Claude Code plugins for enhanced development workflows. | 37 | Claude Code, Codex, OpenCode | 1 | 496 tok |
| kieranklaassen/ruby_llm-skills Agent Skills extension for RubyLLM - load, validate, and integrate skills from filesystem | 37 | Claude Code | 1 | 961 tok |
| spranab/saga-mcp npmjs.com Your agent loses the plan between sessions, so saga-mcp gives it a SQLite-backed tracker f | 37 | Claude Code | 1 | — |
| AlterLab-IEU/AlterLab_GameForge 🎮 34 production-grade Claude Code skills for indie game development — studio agents, work | 37 | Claude Code | 1 | 2,478 tok |
| ChenZiHong-Gavin/llm-tech-report A summary of technical reports for various large language models (LLMs). | 37 | Claude Code, Codex, OpenCode | 3 | 1,353 tok |
| umutbozdag/agent-skills-manager Manage all your AI agent skills from a single dashboard — Cursor, Claude, and Agents | 37 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| 0xDarkMatter/claude-mods Expert skills, agents, commands, rules, hooks & output styles for Claude Code — session co | 37 | Claude Code, Codex, OpenCode | 1 | 2,482 tok |
| Noveum/orbit orbit.noveum.ai Free, open source, realtime task manager. Issues, boards, sprints, projects and docs that | 37 | Claude Code, Codex, OpenCode | 2 | 4,573 tok |
| senna-lang/herdr-agent-usage herdr.dev Context meters and provider rate limits for agents running in Herdr. | 37 | Claude Code, Codex, OpenCode | 2 | 789 tok |
| INo-xious/stockbit-mcp npmjs.com Model Context Protocol (MCP) server for Stockbit (Indonesian / IDX market) — broker summar | 37 | Claude Code | 1 | 1,337 tok |
| Wirasm/dylan | 37 | Claude Code | 6 | 2,386 tok |
| gavinmcfall/home-ops HomeOps driven by Kubernetes and GitOps using Flux | 37 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 4,077 tok |
| wildcard/caro caro.sh caro: fast Rust CLI that turns natural‑language tasks into a safe POSIX command. Built for | 37 | Claude Code, GitHub Copilot | 16 | 12,915 tok |
| prebid/salesagent docs.adcontextprotocol.org A media sales agent that implements the AdCP Media Buy protocol | 37 | Claude Code, Codex, OpenCode | 19 | 7,336 tok |
| wandb/vibes wandb.github.io A repo with a devcontainer ready to vibe with Claude, Codex or Gemini | 37 | Claude Code, Codex, Cursor, Gemini CLI, OpenCode | 5 | 3,573 tok |
| ryoha000/launcherg ADV game launcher application | 37 | Claude Code, Codex, OpenCode | 4 | 847 tok |
| Artesiana/agent2 getagent2.dev Turn domain experts into production AI agents. | 36 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 12 | 2,346 tok |
| condevtools/pr-agent pr-agent.condevtools.com AI-powered code review bot for GitHub — supports OpenAI-compatible providers. Built with T | 36 | Claude Code | 2 | — |
| jpablo/metals-standalone-client Minimal Metals stand alone client that allows running the metals mcp server | 36 | Claude Code, Codex, OpenCode | 2 | 1,026 tok |
| n24q02m/better-notion-mcp mcp.n24q02m.com Markdown-first Notion for AI agents -- pages, databases, blocks, and comments in one call. | 36 | Claude Code, Codex, OpenCode | 2 | 3,552 tok |
| EngramMemory/engram-memory engrammemory.ai The highest-scoring AI memory system ever benchmarked that isn't reliant on LLM reranking. | 36 | Claude Code | 1 | — |
| ChronoAIProject/NyxID nyx.chrono-ai.fun Connect AI agents to any API, anywhere. Securely. Open-source gateway that proxies request | 36 | Claude Code, Codex, OpenCode | 2 | 19,654 tok |
| jhonsfran/unprice unprice.dev Open-source customer money path for usage-based SaaS — authorize customer spend before pai | 36 | Claude Code, Codex, OpenCode | 2 | 2,095 tok |
| selvage-lab/selvage | 36 | Claude Code | 4 | 1,911 tok |
| openberth/openberth openberth.io Self-hosted deployment platform. Give it code, get a live HTTPS URL. Supports Node.js, Pyt | 36 | Claude Code | 1 | 1,386 tok |
| tonkotsuboy/x-impact-checker AI agent skill to analyze X (Twitter) posts for viral potential using the actual recommend | 36 | Claude Code | 1 | 506 tok |
| feritzcan2/termloop termloop.ai Cross-platform workspace for running and coordinating coding agents. | 36 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 2,484 tok |
| jaxxchen003/Traceplane traceplane.cc Multi-Agent Continuity Layer — Keep your AI agents on a single, observable, handoff-ready | 36 | Claude Code, Codex, OpenCode | 2 | 808 tok |
| haoxiang-xu/PuPu PuPu is a lightweight, cross-platform desktop AI client that works with both local and clo | 36 | Claude Code, Codex, OpenCode | 22 | 3,110 tok |
| giovannibrees/travel-roamradar Open-source, self-hosted personal travel app by Giovanni Brees - keep every flight, hotel, | 36 | Claude Code | 1 | 908 tok |
| polos-dev/polos polos.dev The open-source runtime for AI agents. Sandboxed execution with built-in tools, human-in-t | 36 | Claude Code | 1 | 2,140 tok |
| webrenew/memories memories.sh | 36 | Claude Code | 1 | 458 tok |
| digitalocean-labs/do-app-platform-skills Claude/Agent Skills for DigitalOcean App Platform - deployment, migration, networking, dat | 36 | Claude Code | 1 | 767 tok |
| lancelin111/douyin-mcp-server 🎥 Douyin (TikTok China) MCP Server - Automated video upload service via Model Context Pro | 36 | Claude Code | 1 | 764 tok |
| InsForge/insforge-skills Agent Skills for InsForge | 36 | Claude Code, Codex, OpenCode | 2 | 1,125 tok |
| anandsaini18/deadskills 💀 Find the agent skills you never use. Local-first analytics for Claude Code & Codex skil | 36 | Claude Code | 1 | 1,193 tok |
| az9713/addyosmani-agent-skills Local clone of addyosmani/agent-skills with additional documentation | 36 | Claude Code, Codex, OpenCode | 2 | 1,607 tok |
| influxdata/influxdb3_mcp_server MCP Server for InfluxDB 3 | 36 | Claude Code, Codex, OpenCode | 5 | 1,125 tok |
| codefriar/sf-mcp | 36 | Claude Code | 1 | 682 tok |
| respawn-llc/tool-filter-mcp MCP proxy server that filters tools from upstream MCP servers via regex-based deny list | 36 | Claude Code, Codex, OpenCode | 10 | 515 tok |
| daffy0208/ai-dev-standards As Described in the name | 36 | Claude Code, Cursor | 17 | 4,018 tok |
| Disentinel/grafema grafema.dev Graph-based static analysis tool | 36 | Claude Code | 40 | 1,535 tok |
| procoders/superpowers-v amiainative.dev Compound V — a multi-model orchestrator for Claude Code, layered on Superpowers: a determi | 36 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 7,941 tok |