43,853 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 agents7,784Claude Code6,676Data and AI3,658Backend and APIs3,500Languages3,392Git and workflow3,252Planning3,233Code review2,768Testing2,420Memory and context2,364Writing and docs2,341DevOps and cloud2,330Research2,286Frontend2,271Security2,055Project management1,754
All Claude Code32,000 Codex23,558 OpenCode22,502 GitHub Copilot3,568 Gemini CLI1,915 Cursor1,737 Windsurf150 Kiro87
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| dducsw/vf-stock-agent Nền tảng AI & FastMCP Server phân tích chứng khoán Việt Nam. Tích hợp 144+ chỉ báo kỹ thuậ | 0 | Codex, OpenCode | 1 | 1,579 tok |
| ErrolMc/SydneyRentalDataPipeline | 0 | Claude Code | 1 | 3,915 tok |
| JustinUbes/rag-nfl-analyst This is a RAG system and MCP server built to act as an NFL sports analyst for use in Ameri | 0 | GitHub Copilot | 1 | 44 tok |
| barisGultekin/izlek a terminal-first local frontend observability tool for humans and coding agents. It starts | 0 | Codex, OpenCode | 1 | 165 tok |
| QuantmindSSI/CTO-MCP | 0 | OpenCode | 2 | — |
| alexd73/PlanfixMCP | 0 | Codex, OpenCode | 10 | 1,021 tok |
| simoncrypta/graphql-mcp MCP server that exposes GraphQL operations as tools for AI models | 0 | Codex, OpenCode | 1 | 268 tok |
| gaganjainse/shesh-skills Skill library + note capture MCP server | 0 | Codex, OpenCode | 1 | 191 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 |
| asepsafrudin/multiple-mcp-server-by-kimi | 0 | Cursor | 1 | 420 tok |
| SavageCore/dashy-mcp Model Context Protocol for Lissy93/dashy | 0 | Codex, OpenCode | 1 | 956 tok |
| AutoraLabs/copyq-mcp autoralabs.com CopyQ history for AI agents, with clean dictation routing on Windows. | 0 | Codex, OpenCode | 1 | 247 tok |
| ishan-parihar/threads-lyr Threads.net MCP server via anonymous scraping | 0 | Claude Code, Codex, OpenCode | 3 | 664 tok |
| paulomanrique/mesen-for-ai MCP server for driving Mesen headlessly in AI-assisted SNES, NES, PC Engine, and GBA rever | 0 | Codex, OpenCode | 1 | 1,650 tok |
| gsbenevides2/pr-mcp | 0 | Claude Code, Codex, OpenCode | 6 | 889 tok |
| seonglae/openportfolio openportfolio.app Self-hosted portfolio tracker: every account as one net worth, the investor flows behind t | 0 | Codex, OpenCode | 1 | 1,997 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 |
| johnw-max/xero-mcp | 0 | Codex, OpenCode | 1 | 2,029 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 |
| kevin511G/mcp_server Minimal Analysis MCP server with stdio and Streamable HTTP transports | 0 | Codex, OpenCode | 1 | 217 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 |
| tamzrod/mcprelay A general-purpose MCP connectivity layer for securely connecting AI agents to authenticate | 0 | Codex, OpenCode | 1 | 6,019 tok |
| EwigMidori/mindmap-mcp Browser mind map + local TypeScript server with MCP (no desktop install) | 0 | Codex, OpenCode | 1 | 232 tok |
| phonhay103/maitabi-mcp-server | 0 | Codex, OpenCode | 1 | 1,997 tok |
| Olorinm/visual-review-workbench Config-driven UI review CLI and Agent Skill for comparing real frontend pages, native stor | 0 | Codex, OpenCode | 1 | 205 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 |
| kazuki0529/ssh-inspector-mcp | 0 | GitHub Copilot | 1 | 219 tok |
| cyber-lazer-mermicorn/mcp-hub mcp-hub - Cutting-edge AI infrastructure | 0 | Codex, GitHub Copilot, OpenCode | 2 | 451 tok |
| rohitcube/mcp-server-python-msmzwqb8 Created from render-examples/mcp-server-python template | 0 | Claude Code, Codex, OpenCode | 2 | 841 tok |
| chensirui2008/schwab-readonly-mcp | 0 | Codex, OpenCode | 1 | 577 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 |
| rbstxt/agent-shader agent-shader.1zworks.com Build, validate, and render-test Panzoid WebGL 1 shader objects with a CLI, MCP server, an | 0 | Codex | 1 | — |
| filypsdias/mcp-project-manager-lab | 0 | Claude Code | 4 | — |
| LiShuo-Duke/riskprobe-agent Privacy-safe local risk intelligence Agent for explainable rules, PSI drift monitoring, in | 0 | Codex, OpenCode | 1 | 548 tok |
| keithdev21/Business-Central-Mcp | 0 | Claude Code | 2 | 6,026 tok |
| RanjithKumarSeekolu/dejank npmjs.com MCP server that gives your AI coding agent hands-on access to a running React Native app — | 0 | Cursor | 1 | — |
| LaurensdeGraaff/pinkbee-mcp | 0 | Claude Code, Codex, OpenCode | 3 | 193 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 | Codex, OpenCode | 1 | 2,099 tok |
| intheuniverseofaiz-eng/MCPDemo | 0 | Codex | 1 | — |
| ynfra/ybrain Company knowledge MCP server (prompts, ownership, docs, memory) | 0 | Claude Code, Codex, OpenCode | 2 | 1,014 tok |
| nambatipudi/mcpipe-toolchain MCPipe Toolchain — an MCP server + Electron app bridging AI clients to Confluence, GitHub, | 0 | GitHub Copilot | 1 | 1,546 tok |
| zloybest/UnityMCP | 0 | Codex, OpenCode | 1 | 133 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 |
| gmen1057/yandex-direct-mcp Open-source MCP server for Yandex Direct (Yandex Direct) — 80 tools for AI agents | 0 | Codex, OpenCode | 1 | 1,173 tok |
| Deepak993/mcp-docs-server | 0 | Claude Code | 1 | 644 tok |