Data Science & ML MCPサーバー

Unichat

Facilitates universal API chat integration for various AI platforms within Node.js applications.

PostgreSQL by CData

Connects to PostgreSQL data from Claude Desktop using CData JDBC Drivers via a read-only MCP Server.

Hko Weather

Provides access to Hong Kong Observatory weather data through a FastMCP interface.

Dummy

Provides a functional example of a FastMCP server for learning Model Context Protocol integration.

TianGong AI

Provides a local server for the TianGong AI Model Context Protocol, supporting streamable HTTP communication.

Travelio

Offers an MCP server to provide AI clients with real-time restaurant search and food recommendation capabilities, facilitating access to external tools and data.

FilDOS

Empowers AI agents to autonomously manage files and data on the decentralized Filecoin network using the Model Context Protocol.

LexLink

Integrates the Korean National Law Information API to provide structured access to laws, precedents, and legal interpretations for AI agents and LLM applications.

Indian Stock

Provides real-time and historical Indian stock market data, news, and company insights for integration into AI models.

Sammelsurium

Integrates diverse information retrieval tools, including web search, Wikipedia, weather, and calendar access, to enhance local language models with up-to-date data.

Blender

Empower Blender as a powerful server to control numerous tools via API for AI-driven 3D workflows and automation.

Vesper

Provides an intelligent memory system for AI agents with semantic search, knowledge graphs, and multi-hop reasoning.

Medicare Part D

Provides access to CMS Medicare Part D drug spending and prescriber data via a Model Context Protocol server.

Mycelium Memory Hub

Provides persistent memory, real-time AI-to-AI communication, and a federation mesh for multi-agent AI systems.

SQL Bridge

Enables AI assistants to interact with MySQL databases using natural language queries via the Model Context Protocol.

BrainLayer

Equips AI agents with persistent, local-first memory, enabling them to recall, analyze, and leverage past conversations and decisions.

Nexus

Enables AI models to invoke various AI CLI agents as tools, offering parallel execution, automatic retries, and structured output parsing.

Sho

Publish diverse content formats for AI agents via MCP, generating instant shareable links.

Claude TTS

Integrate a free, offline, local text-to-speech server for Claude Code interactions, powered by the Kokoro AI model.

GroundMemory

Provides persistent, semantic memory for AI agents, designed to be local-first and framework-agnostic for production use.