31,986 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 agents7,699Claude Code6,660Data and AI3,668Backend and APIs3,501Languages3,399Planning3,231Git and workflow3,226Code review2,759Testing2,389Memory and context2,368Writing and docs2,333DevOps and cloud2,313Research2,290Frontend2,267Security2,038Project management1,731
All Claude Code31,986 Codex23,430 OpenCode22,372 GitHub Copilot3,564 Gemini CLI1,915 Cursor1,742 Windsurf150 Kiro84
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| ashishgituser/bunkervm ashishgituser.github.io Time-travel debugging for AI agent sandboxes — Firecracker microVMs with record, snapshot, | 1 | Claude Code, GitHub Copilot | 2 | 3,877 tok |
| sandraschi/invokeai-mcp invoke.ai InvokeAI creative engine bridge - generate (txt2img/img2img/inpaint/upscale), queue, model | 1 | Claude Code, Codex, Cursor, OpenCode | 3 | 1,335 tok |
| hachiflow/buzz-mcp-bridge | 1 | Claude Code, Codex, OpenCode | 2 | 3,039 tok |
| photonn/dial-pptx-mcp DIAL-aware remote MCP server for PowerPoint generation — extends GongRzhe/Office-PowerPoin | 1 | Claude Code | 1 | 6,431 tok |
| samarpassey/maple-procure maple-procure.onrender.com An MCP server over Canada's public tender and award data (CanadaBuys). Scoped auth, proven | 1 | Claude Code, Codex, OpenCode | 2 | 1,350 tok |
| OpusProjects/cdmon-mcp Unofficial MCP server and CLI for deploying files and running SQL on cdmon shared hosting | 1 | Claude Code | 1 | 3,071 tok |
| AgentNex/zerocrawl-mcp 100% Free & Open-Source Web Crawling MCP Server. Zero-budget, no-API-key web scraping and | 1 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| lutfi-zain/reedrich-mcp | 1 | Claude Code, Codex, OpenCode | 11 | 2,757 tok |
| kirakiray/web-bridge-mcp MCP tools for AI to debug pages | 1 | Claude Code, Codex, OpenCode | 2 | 179 tok |
| patrikmichi/crawlee-mcp | 1 | Claude Code, Codex, OpenCode | 2 | 693 tok |
| ar36planet/claude-codex-bridge-public A visible, bidirectional MCP and CLI bridge between Claude Code sessions and Codex TUI thr | 1 | Claude Code | 2 | — |
| droiddevgeeks/shopify-mcp-demo | 1 | Claude Code | 1 | 1,917 tok |
| martijnstegink/apple-notes-reminders-mcp MCP server for Apple Notes and Reminders on macOS. Read, search, create, and organise note | 1 | Claude Code | 2 | 3,807 tok |
| upgrade-ventures/upgradeseo upgrade.ventures Truly free, open-source SEO tools you self-host: keyword research, rank tracking, backlink | 1 | Claude Code, Codex, OpenCode | 18 | 1,300 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 |
| brunopedrazza/pluggy-mcp-server MCP server read-only para dados financeiros pessoais via Pluggy (Open Finance Brasil). Sel | 1 | Claude Code | 1 | 837 tok |
| Beennnn/openbanking-mcp Serveur MCP + CLI pour lire ses comptes bancaires en Open Banking (DSP2/AIS, lecture seule | 1 | Claude Code | 1 | 2,641 tok |
| revanthrajeev/spendveto spendveto.com Spend governance for AI agents paying over x402. Payment rails move an agent's money; Spen | 1 | Claude Code | 1 | 3,570 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 |
| Gavinxiong668/health-mcp | 1 | Claude Code, Codex, OpenCode | 4 | 2,291 tok |
| R0Wi/mcp-gateway A lightweight, self-hosted MCP aggregator gateway | 1 | Claude Code | 3 | 1,661 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 |
| ZiChenWang114514/cdxml-toolkit-community ChemDraw MCP server and Python toolkit for editable CDXML, chemical structure drawing, SAR | 1 | Claude Code, Codex, OpenCode | 2 | 4,180 tok |
| CreatorGeetansh/YouTube-MCP Creating a new MCP server to manager your YouTube | 1 | Claude Code, Codex, OpenCode | 2 | 3,333 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 |
| duanefields/notes-mcp MCP server for Apple Notes on macOS: reads the NoteStore database directly, writes through | 1 | Claude Code | 1 | 2,098 tok |
| cuonghuunguyen/bitbucket-mcp MCP server, CLI and Claude skill for Bitbucket Server pull requests | 1 | Claude Code | 1 | — |
| Roberto-Pecora/nhs-intelligence-mcp NHS waiting times MCP server — live data from RTT and My Planned Care | 1 | Claude Code | 1 | — |
| marcusyoda/bitbucket-mcp | 1 | Claude Code | 1 | 1,082 tok |
| claimidx/claimidx claimidx.com Prior art for AI agents. Public signed claim index of failures other agents have already p | 1 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 3,966 tok |
| joeynyc/microduck-mcp microduckhub.com Agent-agnostic MCP server for the Pollen Robotics Microduck | 1 | Claude Code | 1 | 3,617 tok |
| onlyoasis/gzh-mcp WeChat Official Account publishing MCP server: media upload, draft management, and freepub | 1 | Claude Code, Codex, OpenCode | 2 | 493 tok |
| bigg01/aipod aipod.guggenbuehl.net One binary, two modes: an 🐍MCP server that exercises every MCP feature, or a 🐍pydantic-a | 1 | Claude Code | 1 | 2,418 tok |
| javidjamae/ffmpeg-micro-mcp ffmpeg-micro-mcp.vercel.app MCP server for FFmpeg Micro — transcode videos from Claude Desktop and other AI agents | 1 | Claude Code | 1 | — |
| tallyfy/mcp-public Our public MCP repo for Tallyfy | 1 | Claude Code | 1 | 469 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 | Claude Code | 1 | 1,193 tok |
| dachhack/stathead Fantasy Football Data Suite | 1 | Claude Code | 1 | — |
| matematicsolutions/mcp-eureka MCP server for Polish tax interpretations (KIS/MF) via EUREKA (eureka.mf.gov.pl). 550k+ do | 1 | Claude Code, Codex, OpenCode | 2 | 953 tok |
| oborchers/tablestakes MCP server for reading and editing HTML/Markdown tables in GitBook-synced documents | 1 | Claude Code | 1 | 1,195 tok |
| zx8086/mcp-server-elasticsearch A production-ready Model Context Protocol (MCP) server that connects AI assistants like Cl | 1 | Claude Code | 1 | 989 tok |
| fetcher-sh/fetcher-skills | 1 | Claude Code, Codex, OpenCode | 1 | 2,162 tok |
| mhlavac/edupage-mcp MCP server for Edupage — access timetables, grades, homework, messages and more from Claud | 1 | Claude Code | 1 | 1,797 tok |
| darkcofy/sqlprism darkcofy.github.io SQL codebase indexer with column-level lineage, impact analysis, and MCP server support | 1 | Claude Code | 6 | 614 tok |
| joeswann/pocketsmith-mcp | 1 | Claude Code | 1 | 156 tok |
| jcharveyjr/claude-chatgpt-agent-bridge Private MCP task broker for delegated work between Claude and ChatGPT/Codex agents. | 1 | Claude Code, Codex, OpenCode | 3 | 382 tok |
| aRustyDev/dotfiles | 1 | Claude Code | 1 | — |
| satoh-y-0323/claude-code-conductor A Claude Code framework centered on multi-agent orchestration. | 1 | Claude Code | 38 | — |
| Edison-Watch/Custom-MCPs | 0 | Claude Code, Codex, OpenCode | 19 | 3,080 tok |