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 |
|---|---|---|---|---|
| Zuehlke/labview-mcp The best way out there for any AI to connect to LabVIEW. | 29 | Claude Code | 10 | 35,398 tok |
| wn-mitch/40kdc-data wn-mitch.github.io Community-owned data schemas for Warhammer 40,000 developer tooling | 29 | Claude Code, Codex, OpenCode | 7 | 13,345 tok |
| AI-agents-incubator/n8n-pilot | 29 | Claude Code, Codex, OpenCode | 24 | 3,184 tok |
| JamesonRGrieve/ServerFramework Automatically generate database models, GraphQL schema, REST endpoints, MCPs, SDKs and tes | 29 | Claude Code, Codex, OpenCode | 2 | 2,055 tok |
| Softleif/seqair seqair.softleif.se BAM/SAM/CRAM/FASTA reader, pileup engine, BCF/BAM writing | 29 | Claude Code, Codex | 6 | 3,154 tok |
| Weixi779/WICompress ImageIO-based Swift image compression with hard byte limits, metadata stripping, JPEG/PNG/ | 29 | Claude Code, Codex, OpenCode | 2 | 1,341 tok |
| PaulJPhilp/effect-cli-tui | 29 | Claude Code, Gemini CLI | 2 | 8,970 tok |
| xiaolai/claude-english-buddy-for-claude | 29 | Claude Code | 2 | 805 tok |
| catcam/hads Human-AI Document Standard — lightweight convention for AI-optimized technical documentati | 28 | Claude Code | 1 | 619 tok |
| cilangzzz/yudao-skill-pro An optimized skill version of RuoYi-Vue; this branch builds a complete AI Skill developmen | 28 | Claude Code | 2 | 2,656 tok |
| Joncik91/ucai A Claude Code plugin that solves the same problems as community frameworks (GSD, BMAD, Ral | 28 | Claude Code | 1 | 2,628 tok |
| rollbar/rollbar-mcp-server Model Context Protocol server for Rollbar | 28 | Claude Code | 1 | 261 tok |
| ekingunoncu/izan.io izan.io Turn Any Browser Action & Data Extraction into an AI Tool in 60 Seconds | 28 | Claude Code | 1 | 1,172 tok |
| dnnyngyen/gemini-cli-orchestrator An MCP server that allows Claude Code orchestrate Gemini for analysis and context-heavy ta | 28 | Claude Code | 1 | 363 tok |
| okuvshynov/cubestat Horizon chart for CPU/GPU/Neural Engine utilization monitoring. Supports Apple M1-M4, Nvid | 28 | Claude Code | 2 | 1,639 tok |
| lacion/fleet-deck Mission control for every Claude Code session on your machine. | 28 | Claude Code | 2 | — |
| ziniman/ai-instruct Turn your AI assistant into a senior web developer. Production-ready guides for SEO, perfo | 28 | Claude Code | 1 | 1,428 tok |
| mshadmanrahman/claude-for-designers A working repository for designers who use Claude as a collaborator. Skills, principles, p | 28 | Claude Code | 1 | 4,346 tok |
| inngest/inngest-skills inngest.com Agent Skills for building with Inngest | 28 | Claude Code, Codex, OpenCode | 2 | 1,281 tok |
| vishalguptax/claude-code-manager claudemanager.vishalg.in Claude Code Manager - sessions, MCP, skills, usage & accounts in your VS Code sidebar. 100 | 28 | Claude Code, Codex | 3 | — |
| zircote/subcog Persistent memory system for AI coding assistants. Captures decisions, learnings, and cont | 28 | Claude Code, GitHub Copilot | 5 | 1,821 tok |
| khadinakbarlabs/ai-brand-monitor-mcp apify.com Track brand mentions across Perplexity, ChatGPT, Claude & Gemini AI search inside any MCP | 28 | Claude Code | 1 | 1,254 tok |
| Icarus603/claude-code Refactored fork of the sourcemap-leaked Claude Code CLI | 28 | Claude Code, Codex, OpenCode | 2 | 12,622 tok |
| kornia/bubbaloop kornia.org Open-source Hardware AI agent. Single Rust binary for cameras, sensors, robots, and IoT fl | 28 | Claude Code | 2 | 4,789 tok |
| arturogarrido/claudinho npmjs.com ⚽ 2026 World Cup live scores in your terminal — MCP server, CLI & statusline for Claude Co | 28 | Claude Code, Codex, OpenCode | 2 | 7,715 tok |
| kznr02/OpenTester AI-Drived end-to-end test platform | 28 | Claude Code | 1 | 1,473 tok |
| ThinkyMiner/codeTree code-tree-website.vercel.app MCP server with 23 tools for structured code understanding via tree-sitter. 10 languages. | 28 | Claude Code, Codex, OpenCode | 2 | 12,779 tok |
| barbacane-dev/barbacane barbacane.dev Barbacane API and Bidirectional AI Gateway | 28 | Claude Code | 1 | 1,171 tok |
| EchoingVesper/mcp-task-orchestrator A Model Context Protocol server that provides task orchestration capabilities for AI assis | 28 | Claude Code | 34 | 3,416 tok |
| dr-robert-li/cowork-wordpress-expert A plugin to turn your Claude agent into a WordPress expert | 28 | Claude Code | 1 | 1,243 tok |
| pixell-global/sayou The persistent workspace for AI agents | 28 | Claude Code | 1 | 520 tok |
| dynatrace-oss/dynatrace-managed-mcp An MCP server for self-hosted Dynatrace Managed platform | 28 | Claude Code, GitHub Copilot | 2 | 2,151 tok |
| frozenlib/mcp-attr A library for declaratively building Model Context Protocol servers. | 28 | Claude Code | 1 | 2,068 tok |
| tari-project/tari-ootle tari.com Tari Layer-2 Protocol | 28 | Claude Code | 1 | 1,496 tok |
| shidesheng0218/repo-ready npmjs.com Make your repo ready for Codex, Claude Code, Cursor, and contributors. | 28 | Claude Code, Codex, OpenCode | 2 | 323 tok |
| bejranonda/LLM-Autonomous-Agent-Plugin-for-Claude Autonomous self-learning agent plugin for Claude Code — 36 specialized subagents in a 4-ti | 28 | Claude Code | 1 | 5,627 tok |
| morphllm/morph-claude-code-plugin Morph plugin for Claude Code | 28 | Claude Code | 1 | 79 tok |
| ReviewToolkits/cext-review-toolkit A Claude Code plugin for reviewing CPython C extensions — finding API misuse, memory safet | 28 | Claude Code | 1 | 2,660 tok |
| vimo-ai/memex vimoai.dev One Memory. All CLIs. Never Compacted. Exact Search. | 28 | Claude Code | 1 | 1,000 tok |
| Ivlad003/mcp_newrelic | 28 | Claude Code | 1 | 183 tok |
| MyrikLD/memlord Self-hosted MCP memory server for personal use and teams | 28 | Claude Code | 1 | 1,291 tok |
| iamrichardD/mcp-server-pinescript AI-optimized MCP server for PineScript v6 development with documentation access and code r | 28 | Claude Code | 6 | — |
| Ventuss-OvO/cc-costline Enhanced statusline for Claude Code — see your 7d/30d spend at a glance | 28 | Claude Code, Codex, OpenCode | 2 | 2,622 tok |
| NotNull92/hera-agent-unity Low-token CLI for AI agents to control a live Unity Editor. | 28 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 6 | 24,428 tok |
| nrwl/nx-ai-agents-config | 28 | Claude Code, Codex, OpenCode | 3 | 1,202 tok |
| alexcong/gemini-deepsearch-mcp | 28 | Claude Code | 1 | 1,593 tok |
| Zeus-Deus/omarchy-mcp | 28 | Claude Code | 1 | 718 tok |
| danieleteti/mcp-server-delphi MCP (Model Context Protocol) server library for Delphi. Built on DMVCFramework, it lets yo | 28 | Claude Code | 1 | 1,686 tok |
| estevesjh/mcp-ads-arxiv MCP server for Claude: Read scientific papers from LaTeX source, not PDFs. NASA ADS search | 28 | Claude Code | 1 | 1,415 tok |
| theagenticguy/erpaval ERPAVal — autonomous software development. Six-phase Explore/Research/Plan/Act/Validate/Co | 28 | Claude Code | 1 | 562 tok |