31,998 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715
All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| rhi-zone/normalize docs.rhi.zone Structural code intelligence for humans and AI agents | 5 | Claude Code | 13 | 7,124 tok |
| samaxbytez/freeagent-mcp MCP server for the FreeAgent API | 5 | Claude Code | 8 | 871 tok |
| zkysar1/Claude-Mind Give Claude Code a persistent mind: an autonomous agent framework that sets its own goals, | 5 | Claude Code | 67 | 11,399 tok |
| dash0hq/dash0-agent-plugin | 5 | Claude Code | 1 | — |
| Kyure-A/nix-config NixOS configuration | 5 | Claude Code, Codex, OpenCode | 2 | 294 tok |
| sgaabdu4/hard-eng Stateful agentic engineering workflow for local coding agents | 5 | Claude Code, Codex, OpenCode | 14 | 562 tok |
| prantikmedhi/ClawNexus ClawNexus is a Vite + React + TypeScript console for managing OpenClaw-style agent gateway | 5 | Claude Code, Codex, OpenCode | 2 | 2,445 tok |
| arifulislamat/database-mcp npmjs.com MCP servers for SQL databases. One package per engine (SQLite, libSQL, MySQL, MariaDB, Pos | 5 | Claude Code | 1 | — |
| aeriondyseti/vector-memory-mcp A local-first MCP server providing semantic memory storage with RAG-powered context re | 5 | Claude Code | 1 | 2,105 tok |
| ij5a/subrosa Persistent, private memory for Claude Code — every session archived locally, searchable. S | 5 | Claude Code | 1 | 3,647 tok |
| alexanderop/awesome-ai-coding A curated list of awesome AI coding resources, blog posts, videos, and people to follow | 5 | Claude Code | 1 | 252 tok |
| counterposition/pi Skills, extensions, and packages for the Pi coding agent | 5 | Claude Code, Codex, OpenCode | 2 | 809 tok |
| futuregerald/futuregerald-claude-plugin | 5 | Claude Code | 1 | 5,601 tok |
| FutureSpeakAI/asimovs-mind Asimov's Mind Is The Next Top Layer Of The Internet: Self-Improving Agent Swarms That Powe | 5 | Claude Code | 1 | 2,184 tok |
| Memstem/memstem Unified memory and skill infrastructure for AI agents — pull-based ingestion across Claude | 5 | Claude Code | 1 | 941 tok |
| TANTIOPE/datadog-mcp-server MCP server providing AI assistants with full Datadog observability access. | 5 | Claude Code | 1 | 910 tok |
| AishwaryShrivastav/vibe-testing Code-aware browser testing agent — 13 MCP tools for AI editors (Claude Code, Cursor, Winds | 5 | Claude Code, Cursor | 2 | 1,603 tok |
| Pantani/ableton-mind pantani.github.io Definitive MCP server for Ableton Live — full LOM coverage, embedded device knowledge base | 5 | Claude Code, Codex, OpenCode | 32 | 4,391 tok |
| NaNMesh/nan-forget Never forget. Long-term memory for any LLM. | 5 | Claude Code, Codex, OpenCode | 9 | 2,972 tok |
| RareSense/nova3d-mcp 🚨 MOVED: MCP server for Nova3D. Development continues in the main monorepo: https://githu | 5 | Claude Code | 1 | 813 tok |
| TonySimonovsky/claude-code-conversation-search-mcp Stop losing Claude Code conversations. Search across all projects, find old chats, and res | 5 | Claude Code | 1 | 44 tok |
| Digital-Threads/token-pilot npmjs.com Save 60-80% tokens when AI reads code — MCP server for token-efficient code navigation wit | 5 | Claude Code, Codex, OpenCode | 2 | 1,662 tok |
| dinglebear-ai/rtailscale npmjs.com Rust MCP server and CLI for Tailscale tailnet operations: devices, users, keys, policies, | 5 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 3,084 tok |
| Aero25x/ASO-Copilot persocia.com Self-hosted App Store Optimization tracker with keyword rank tracking, competitor spying, | 5 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| andreacappelletti97/google-flights-mcp | 5 | Claude Code | 1 | 1,168 tok |
| joelbarmettlerUZH/slidev-mcp slidev-mcp.org MCP server for generating, rendering, and hosting Slidev presentations | 5 | Claude Code | 1 | 4,306 tok |
| felixAnhalt/figma-to-code-mcp MCP server to extract Figma design information and convert it to mostly css for coding age | 5 | Claude Code, Codex, OpenCode | 14 | 1,298 tok |
| j-east/pixel-surgeon-mcp MCP server for AI image generation via Google Gemini Flash Image. Style presets, interacti | 5 | Claude Code | 1 | 1,087 tok |
| abenassi/argentina-data-mcp argentinadata.mymcps.dev MCP server exposing real-time Argentine legal and financial data (Infoleg, BCRA, AFIP) for | 5 | Claude Code | 1 | 235 tok |
| fullstackdegen/agent-audit npmjs.com Turn Lighthouse audits into coding-agent tasks. | 5 | Claude Code, Codex, OpenCode | 2 | 1,113 tok |
| NazarKalytiuk/tarn nazarkalytiuk.github.io CLI-first API testing tool. YAML-defined tests, structured JSON output, built for AI-assis | 5 | Claude Code, Codex, Cursor, OpenCode | 3 | 5,987 tok |
| askads/mcp-yandex-wordstat npmjs.com MCP server for Yandex Wordstat — search query statistics: frequency, related phrases, tren | 5 | Claude Code | 1 | 1,930 tok |
| goklab/guardvibe guardvibe.dev Security infrastructure your AI can't be — deterministic, daily CVE intel past your model' | 5 | Claude Code | 1 | 597 tok |
| DustinTrap/kvm-pilot Smart hands for your AI agents — write-capable, multi-plane (KVM + BMC + SSH) MCP server f | 5 | Claude Code | 2 | 2,625 tok |
| GeiserX/spinnaker-mcp MCP Server for Spinnaker — manage applications, pipelines, and deployments via the Model C | 5 | Claude Code | 1 | 432 tok |
| Sapientropic/AIppocampus aippocampus.com Source-backed continuity layer for long-running AI agent relationships. | 5 | Claude Code, Codex, OpenCode | 3 | 2,664 tok |
| Shangri-la-0428/Thronglets P2P shared memory substrate for AI agents — stigmergic knowledge network via libp2p | 5 | Claude Code, Codex, OpenCode | 2 | 4,571 tok |
| cmeans/mcp-clipboard pypi.org MCP server that reads and writes your system clipboard — tables, text, code, JSON, URLs, i | 5 | Claude Code | 1 | 1,875 tok |
| agentailor/slimcontext-mcp-server agentailor.com MCP Server for SlimContext - AI chat history compression tools | 5 | Claude Code | 1 | 636 tok |
| mspstack/mcp-itglue MCP server for IT Glue — semantic search, documents, and flexible assets for MSPs | 5 | Claude Code | 1 | 1,259 tok |
| psyb0t/docker-talkies ciprian.51k.eu Self-hosted Docker speech API for OpenAI-compatible transcription and text-to-speech, stre | 5 | Claude Code | 1 | — |
| seongwon030/velog_mcp npmjs.com An MCP server for writing and managing posts on Velog with Claude and Codex | 5 | Claude Code, Codex, OpenCode | 2 | 1,560 tok |
| talonicdev/talonic-mcp Official Talonic MCP server. Lets AI agents extract structured data from any document via | 5 | Claude Code, Codex, OpenCode | 2 | 3,895 tok |
| beyondwin/FixThis Point at any Jetpack Compose UI element, annotate it, and hand off source pinned prompts t | 5 | Claude Code, Codex, OpenCode | 4 | 1,389 tok |
| mspstack/mcp-connectwise-psa MCP server for ConnectWise PSA — tickets, time, dispatch, companies, and invoicing for MSP | 5 | Claude Code | 1 | 3,474 tok |
| peturgeorgievv-factory/postfast-mcp postfa.st MCP server for the PostFast API — schedule and manage social media posts (X, Instagram, Fa | 5 | Claude Code | 1 | 687 tok |
| slettmayer/oebb-mcp-server pypi.org MCP Server for OeBB (Austrian Railways) API | 5 | Claude Code | 1 | 856 tok |
| peter-fusek/oncofiles oncofiles.com Medical records scattered across Gmail and Google Drive? Oncofiles reads, organizes, and m | 5 | Claude Code | 3 | 8,908 tok |
| WasmAgent/wasmagent-js wasmagent.github.io Embedded agent runtime compliance layer — WASM sandbox, MCP firewall, capability manifests | 5 | Claude Code, Codex, OpenCode | 2 | 3,947 tok |
| francisco-perez-sorrosal/cv Francisco Perez-Sorrosal's CV | 5 | Claude Code | 1 | 653 tok |