31,993 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 agents7,750Claude Code6,665Data and AI3,660Backend and APIs3,501Languages3,396Git and workflow3,240Planning3,237Code review2,765Testing2,405Memory and context2,365Writing and docs2,337DevOps and cloud2,319Research2,286Frontend2,267Security2,044Project management1,742
All Claude Code31,993 Codex23,503 OpenCode22,448 GitHub Copilot3,567 Gemini CLI1,915 Cursor1,740 Windsurf150 Kiro86
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| renzocarletti-lang/motion-mcp-server | 0 | Claude Code, Codex, OpenCode | 2 | 1,949 tok |
| sp-daewoon/querytree A visual decision console for Codex, Claude Code, and MCP-compatible AI agents. | 0 | Claude Code, Codex, OpenCode | 2 | 644 tok |
| bjornwalther/statsbudget-mcp MCP server for the Swedish national budget (statsbudgeten). Structured access to budget al | 0 | Claude Code | 1 | 1,225 tok |
| egemeny13/euroleague-analytics website-prototype-liard.vercel.app A validated data warehouse for EuroLeague and EuroCup basketball, built from the public pl | 0 | Claude Code, Codex, OpenCode | 5 | 6,231 tok |
| awnt9/mcp-netsuite-practice | 0 | Claude Code, Codex, OpenCode | 2 | 1,159 tok |
| VW3st/crypto-monitor Read-only multi-account Bybit dashboard (candles, alerts, strategies, provider-agnostic AI | 0 | Claude Code | 1 | 2,588 tok |
| ErrolMc/SydneyRentalDataPipeline | 0 | Claude Code | 1 | 3,915 tok |
| azmirizkifar20/RAGBuddy rag.azmirf.my.id 🤖 A multi-project RAG (Retrieval-Augmented Generation) platform that provides project-awa | 0 | Claude Code, Codex, OpenCode | 3 | 1,034 tok |
| ishan-parihar/threads-lyr Threads.net MCP server via anonymous scraping | 0 | Claude Code, Codex, OpenCode | 3 | 664 tok |
| gsbenevides2/pr-mcp | 0 | Claude Code, Codex, OpenCode | 6 | 889 tok |
| maximyz3d/relaybridge Local Windows PowerShell and multi-AI CLI control plane with browser, REST, and MCP adapte | 0 | Claude Code, Codex, OpenCode | 6 | 2,534 tok |
| extempore66/web-summaries-mcp-v2 MCP server for YouTube transcript fetching/semantic search, migrated to the v2 SDK / 2026- | 0 | Claude Code | 1 | 523 tok |
| lucianum7/repo-brain Persistent repository memory for coding agents - Codex, Claude Code and MCP. | 0 | Claude Code, Codex, OpenCode | 2 | 183 tok |
| omarbshah/workbeast A connector-fed commitment ledger with an MCP tap. Mail, calendar and transcripts become a | 0 | Claude Code | 1 | — |
| CastleZJC/Platform-MCP | 0 | Claude Code | 1 | 6,943 tok |
| Atlas-X-AI/shade-browser-security SECURITY-only MCP facade over the Shade Browser shared browser core | 0 | Claude Code | 1 | 6,682 tok |
| rohitcube/mcp-server-python-msmzwqb8 Created from render-examples/mcp-server-python template | 0 | Claude Code, Codex, OpenCode | 2 | 841 tok |
| ketankshukla/learn-mcp-5-year-old learn-mcp-5-year-old.vercel.app MCP explained like you are five - a complete, working Model Context Protocol server built | 0 | Claude Code, Codex, OpenCode | 3 | 159 tok |
| adrianparker/akahu-mcp MCP server for Akahu | 0 | Claude Code | 1 | 543 tok |
| hlucent/realestate-mcp MOLIT real transaction price MCP | 0 | Claude Code | 1 | 848 tok |
| filypsdias/mcp-project-manager-lab | 0 | Claude Code | 4 | — |
| keithdev21/Business-Central-Mcp | 0 | Claude Code | 2 | 6,026 tok |
| 3lehr/brainlehr Deterministic, offline-capable knowledge store for any MCP client (Claude, Codex, Hermes, | 0 | Claude Code, GitHub Copilot | 8 | 1,697 tok |
| LeeFlannery/slowmcp Blazingly adequate. A framework for building, testing, and shipping MCP servers. Written i | 0 | Claude Code, Codex, OpenCode | 2 | 2,772 tok |
| ynfra/ybrain Company knowledge MCP server (prompts, ownership, docs, memory) | 0 | Claude Code, Codex, OpenCode | 2 | 1,014 tok |
| Qalxry/image-viewer-mcp Image recognition MCP server: accepts image paths or URLs, sends them to a vision-language | 0 | Claude Code, Codex, OpenCode | 20 | 2,123 tok |
| Deepak993/mcp-docs-server | 0 | Claude Code | 1 | 644 tok |
| ailecksandr/claude-course-mcp-task Task for [Introduction to Model Context Protocol](https://anthropic.skilljar.com/introduct | 0 | Claude Code | 1 | 561 tok |
| pranjalisr/dataset-pipeline-mcp | 0 | Claude Code | 1 | — |
| Remedy92/boxaide boxaide.tech Free, self-hosted multi-mailbox agentic inbox | 0 | Claude Code, Codex, OpenCode | 3 | 2,060 tok |
| bharathadolf/houdini-mcp | 0 | Claude Code, Codex | 1 | — |
| Naveen-warden/arden-ai-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 692 tok |
| The-bub/Agent-BloodHound Read-only Claude agent to search a BloodHound CE Active Directory extract: Kerberoasting, | 0 | Claude Code | 1 | 445 tok |
| ketankshukla/learn-mcp-agent-ledger learn-mcp-agent-ledger.vercel.app Project #5 in a learn-MCP series: sampling, where the server borrows the host model instea | 0 | Claude Code, Codex, OpenCode | 3 | 159 tok |
| mdbailin/linkedin-content-engine MCP automation to publish quality linkedin posts paired with on-brand creative and copy | 0 | Claude Code | 1 | 1,015 tok |
| cyberuni/cyber-figma Figma for agents — axi-style CLI, MCP server, and agent plugin | 0 | Claude Code, Codex, OpenCode | 2 | 4,532 tok |
| HARDIK-31/docs-assistant-mcp Docs Assistant MCP is an AI-powered Model Context Protocol server that helps developers ge | 0 | Claude Code | 1 | 1,894 tok |
| kasza-introhive/mcp-app-openweather | 0 | Claude Code | 1 | 1,242 tok |
| Liyuchen0118/console-automation-mcp-legacy Maintenance-only RunBeacon 2.x interactive console and protocol compatibility package | 0 | Claude Code | 1 | 397 tok |
| cedricarlos07/meta-ads-mcp | 0 | Claude Code, Codex, OpenCode | 3 | 4,558 tok |
| kislevlevy/docs-mcp | 0 | Claude Code | 1 | 1,685 tok |
| mmadfox/swag2mcp swag2mcp.io MCP server that gives LLM agents superpowers to explore and call any OpenAPI/Swagger/Postm | 0 | Claude Code, Codex, OpenCode | 6 | 1,431 tok |
| pakkio/mcp-unity | 0 | Claude Code, Codex, OpenCode | 3 | 4,806 tok |
| mdostal/rolodex Your relationship rolodex as an MCP tool: own your contacts (SQLite), sync with Google Con | 0 | Claude Code | 1 | — |
| prashantkumar342/code-with-softority Local-first Model Context Protocol (MCP) server for project intelligence, filesystem acces | 0 | Claude Code, Codex | 9 | — |
| 0xstubbs/code-intel Indexes a codebase into a queryable Kuzu graph of files, functions, routes, tests and depe | 0 | Claude Code | 1 | — |
| biswasbiplob/mwaa-mcp-server MCP server for Amazon MWAA - manage environments, DAGs, task instances and logs via the Ai | 0 | Claude Code | 1 | 826 tok |
| LLLeoLi/duckduckgo-mcp-server duckduckgo-mcp-server 0.5.0 with error paths raised as MCP isError (for MCP-Atlas PTC) | 0 | Claude Code | 1 | 876 tok |
| redesignhealth/rh-reclaw reclaw-comms-mcp | 0 | Claude Code | 1 | 812 tok |
| charan-pagolu/deployflow-mcp | 0 | Claude Code | 1 | 629 tok |