Data Science & ML MCPサーバー

Qdrant

Stores and retrieves information from a Qdrant vector database using the Machine Control Protocol.

Postgres

Provides read-only access to PostgreSQL databases for LLMs, enabling schema inspection and query execution.

Hackernew

Provides an AI-friendly server for interacting with Hacker News data.

Azure Analysis Services by CData

Enables querying of live Azure Analysis Services data from LLMs like Claude Desktop via a read-only Model Context Protocol (MCP) server.

ResearchSync

Manages and queries research journal metadata on Notion, leveraging arXiv data and vector embeddings for efficient retrieval.

AI Protocol Proxy

Routes Model Context Protocol requests to various downstream services and integrates a RAG-enabled AI agent for development assistance.

Simple Data Manager

Manages and analyzes local data using a Python FastAPI server with integrated AI models and a modern web interface.

Mcps

Analyzes meeting transcripts using a multi-agent AI system for summarization, key point extraction, and task identification.

Agentic Product App

Powers an end-to-end voice and natural language product search with an AI chat assistant.

Jokes Agent

Provides a Model Context Protocol (MCP) server to integrate various joke APIs into Microsoft Copilot Studio agents.

EX AI

Connects modern LLM providers and development tools to MCP-compatible clients like Claude Desktop/CLI.

Error Relay

Relays detailed error logs from other MCP servers to LLMs, enabling more intelligent error recovery and reducing token waste.

Homello

Facilitates LLM integration with the Homello real-estate platform via the Model Context Protocol.

Travel Planning

Orchestrates comprehensive trip planning by integrating real-time flight, hotel, weather, and points of interest data through an intelligent agent workflow.

Research Assistant

Manages intelligent research data using vector embeddings and semantic search for saving, organizing, and retrieving content, deployed on AWS EC2.

AI Managed Shopping List

Enables an AI language model to manage a PostgreSQL database for shopping lists through natural language commands.

Financial Modeling Prep

Provides access to Financial Modeling Prep's comprehensive financial data API, delivering real-time stock quotes, company fundamentals, market insights, and technical indicators to Claude Desktop.

CMCP

Manages the construction project lifecycle, offering 50 AI-enhanced tools for critical functions like estimates, RFIs, change orders, budgets, schedules, and safety for the AEC industry.

Clinisight

Provides AI-powered medical diagnosis, symptom analysis, and PubMed research integration through an API.

Sharp

Provides LLMs with surgical C# codebase intelligence through Roslyn-powered queries, enabling efficient code understanding and manipulation.