List of Top MCP Servers for November 18, 2025
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
MLIT Data Platform
Connects large language models to the Japanese Ministry of Land, Infrastructure, Transport and Tourism (MLIT) Data Platform API, enabling intuitive, conversational data search and retrieval.
Agent Fusion
Empower AI agents with instant, hallucination-free access to your codebase and documentation through an intelligent local semantic search engine.
Shipyard CLI
Orchestrate ephemeral environments on the Shipyard platform directly from your terminal or through AI agents.
PyResToolbox
Integrates industry-standard reservoir engineering calculations with AI assistants like Claude via the Model Context Protocol.
AI Automation
Provides a curated collection of cutting-edge, production-ready AI solutions for enterprise productivity, document intelligence, workflow automation, and developer augmentation.
Cozyreq
Enables AI agents to seamlessly interact with your existing APIs.
MusicMCP.AI
Empower AI agents and desktop clients to generate music through natural language commands using an advanced AI music platform.
Elden
Enables remote execution of Model Context Protocol (MCP) tools, bridging server-side applications with client-side logic via Socket IO.
EDA Agent
Analyzes CSV files by answering questions, plotting graphs, and applying modifications using an AI agent.
PC Hardware
Centralizes and delivers comprehensive information and intelligent tools for enterprise printers, with planned expansion to all PC office and home accessories.