24,842 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971
All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| kirakiray/web-bridge-mcp MCP tools for AI to debug pages | 1 | Claude Code, Codex, OpenCode | 2 | 179 tok |
| FireCulex/int Self-hosted, Dockerized AI memory system with MCP server for AI coding assistants to recal | 1 | Codex, OpenCode | 1 | 1,529 tok |
| Renzo-Tognella/DecisionsSearch Persistent memory for AI agents — MCP server with hybrid graph+vector search, agent skills | 1 | Codex, OpenCode | 1 | 595 tok |
| YokihitoOkiBiz/jetkvm-mcp Model Context Protocol (MCP) server for controlling JetKVM through Playwright and WebRTC H | 1 | Codex, OpenCode | 1 | 744 tok |
| patrikmichi/crawlee-mcp | 1 | Claude Code, Codex, OpenCode | 2 | 693 tok |
| LiuShiYi1027/ThumbAgent Local-first platform that gives AI agents a real thumb on mobile devices. Local-first mobi | 1 | Codex, OpenCode | 1 | 1,472 tok |
| QuarkOS/Cairn Typed facts that outlive the session. Agents assert, recall, and retract through JSON or M | 1 | Claude Code, Codex, Cursor, OpenCode | 11 | 557 tok |
| haisamar/agentguard agentguard-eight.vercel.app Identity security for AI agents using Auth0, OAuth, MCP, contextual policy | 1 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| KrivchenkoEgor/mcp-recipe-shopping-list Model Context Protocol (MCP) server that parses recipes from food.ru, finds products on ma | 1 | Codex, OpenCode | 1 | 7,026 tok |
| IrisRainbowNeko/codex-mission-ledger Deterministic MCP control plane for native hierarchical Codex agents. | 1 | Codex, OpenCode | 1 | 106 tok |
| Mzzj114/nt-mcp-server MCP server exposing FRC NetworkTables (NT4) to AI agents. Reads/writes/monitors a robot's | 1 | Codex, OpenCode | 1 | 1,750 tok |
| EvexU2/evex-agent-messaging Provider-neutral MCP messaging gateway for EVEX coding agents | 1 | Codex, OpenCode | 1 | 431 tok |
| Tim0320/IsaacSim-MCP | 1 | Codex, OpenCode | 2 | 94 tok |
| paulocesaaars/nix Servidor MCP que expõe um vault do Obsidian | 1 | Claude Code, Codex, OpenCode | 5 | 1,428 tok |
| mcintalmo/godot-engine-mcp | 1 | Claude Code, Codex | 3 | — |
| tukimtk-design/openworker-ecommerce-mcp MCP Server for Openworker to control Chrome/Edge for Shopee, TikTok Shop, and Lazada produ | 1 | Claude Code, Codex, OpenCode | 2 | 488 tok |
| dominick253/roku-debug-mcp | 1 | Codex, OpenCode | 1 | 989 tok |
| limars874/chatgpt-file-mcp Local read-only, policy-constrained filesystem MCP server | 1 | Codex, OpenCode | 1 | 84 tok |
| uzairayed/lc-editor Local MCP video editor. ffmpeg renders 9:16 reels. | 1 | Codex, OpenCode | 1 | 191 tok |
| hansakoch/cf-memory-plugin CF Memory Plugin — Cloudflare Agent Memory for AI coding agents and LLM frameworks. Persis | 1 | Codex, OpenCode | 1 | 691 tok |
| Gavinxiong668/health-mcp | 1 | Claude Code, Codex, OpenCode | 4 | 2,291 tok |
| juanquy/AI-data-refinery drefinery.freshbeats.ai A high-performance, edge-native Data Refinery Engine built on Cloudflare's serverless AI s | 1 | Claude Code, Codex, OpenCode | 51 | 591 tok |
| sdewell/code-quorum Multi-agent council for Claude Code and Codex: independent external seats for plans, revie | 1 | Claude Code, Codex, OpenCode | 2 | 192 tok |
| Skyline-9/hotels-mcp Comprehensive Travel & Hospitality FastMCP Server: Parallel Hotel Search (Agoda, Booking.c | 1 | Claude Code, Codex, OpenCode | 8 | 2,684 tok |
| adefemi-dev/Jcodemunch-mcp | 1 | Claude Code, Codex, OpenCode | 2 | 31,152 tok |
| chiraitori/manga-trans Local-first Model Context Protocol (MCP) server & Web Studio for manga/comic scanlation, i | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,377 tok |
| bmbbms/boss-cli-mcp Boss Zhipin automation CLI with MCP server and batch messaging | 1 | Codex, OpenCode | 1 | 357 tok |
| Wulfgardr/work-assistant Gestione locale e indipendente dal provider della posta per persone e agenti AI | 1 | Codex, OpenCode | 1 | 247 tok |
| paladini/portmap Stop guessing localhost ports. Deterministic CLI + MCP maps declared configs, OS listeners | 1 | Claude Code, Codex, OpenCode | 2 | 698 tok |
| Mik1810/ipe-mcp | 1 | Codex, OpenCode | 1 | 1,494 tok |
| jersonmartinez/mcp-github-projects MCP server for managing GitHub Projects V2 boards — 100+ tools for issues, fields, workflo | 1 | Codex, OpenCode | 1 | 2,691 tok |
| aneym/unblock One queue for everything your agents need from you. Blockers need an action, grills need a | 1 | Claude Code, Codex, OpenCode | 3 | 256 tok |
| CreatorGeetansh/YouTube-MCP Creating a new MCP server to manager your YouTube | 1 | Claude Code, Codex, OpenCode | 2 | 3,333 tok |
| davidmosiah/ifood-mcp Unofficial local-first iFood MCP. Checkout fail-closed. | 1 | Codex, OpenCode | 1 | 193 tok |
| JrKrishh/connectr One shared brain for all your AI coding agents - task board, memory and file claims over M | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,473 tok |
| engoetz/sap-adt-mcp MCP server and Python client for the SAP ADT REST API — search, read, write, activate and | 1 | Claude Code, Codex, OpenCode | 2 | 3,871 tok |
| rx6ru/strata Portable agent memory with append-only records, verified provenance, MCP tools, and self-h | 1 | Codex, OpenCode | 1 | 429 tok |
| will-j-wright/inreview Review local Jujutsu change stacks in VS Code with comment-driven MCP feedback. | 1 | Codex, OpenCode | 1 | 1,647 tok |
| veer-mehta/fathom-mcp Crawls docs sites, embeds with BAAI/bge-m3, indexes in pgvector for semantic search. Serve | 1 | Codex, OpenCode | 1 | 448 tok |
| Open-Bio/openbio-comfy-mcp Local MCP bridge for inspecting and editing a live ComfyUI canvas. | 1 | Codex, OpenCode | 1 | 472 tok |
| meulth/geobs-mcp Open-source MCP server for accessing Basel-Stadt geospatial data via STAC, OGC API Feature | 1 | Codex, OpenCode | 1 | 118 tok |
| tottinge/otter-kr A python refactoring support MCP which does git history and code exploration, recommending | 1 | Codex, OpenCode | 1 | 491 tok |
| Deploy-Forward/convoy Grok Bot MCP + hop CLI: isolated Windows Terminal bring-up and native harness hops. | 1 | Claude Code, Codex, OpenCode | 2 | 136 tok |
| onlyoasis/gzh-mcp WeChat Official Account publishing MCP server: media upload, draft management, and freepub | 1 | Claude Code, Codex, OpenCode | 2 | 493 tok |
| spacerocket3/gbrain-code Selective, diff-aware repository cartography for coding agents | 1 | Codex, OpenCode | 1 | 114 tok |
| useburrow/furrow-forms furrowforms.com The form backend for vibe-coded websites — MCP server, agent skill, and examples for 33 st | 1 | Codex, OpenCode | 1 | 203 tok |
| code4161/memgit memgit.dev Git for AI memory — version-controlled context persistence across Claude, GPT, Gemini, Cur | 1 | Claude Code, Codex, OpenCode | 2 | 579 tok |
| NovaLux12/spotify-mcp-server The definitive Spotify MCP server — full non-deprecated Web API coverage, paginated everyt | 1 | Codex, OpenCode | 1 | 16,754 tok |
| assafbar2/agentswitchboard.dev agentswitchboard.dev Where humans and agents find each other, signal what they need, and show what they can do. | 1 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| dominion525/familiar dominion525.com Control your real macOS Chrome via AppleScript — no DevTools Protocol, no Playwright. | 1 | Claude Code, Codex, OpenCode | 2 | 956 tok |