Data Science & ML MCPサーバー

Google Places

Integrates with the Google Places API to search, retrieve details, and find nearby places.

Weather

Retrieves weather alerts and forecasts using the National Weather Service API.

RAG

Implements Retrieval-Augmented Generation (RAG) with a focus on comparison tasks, as demonstrated by the included example comparing PydanticAI and LangGraph.

Qdrant

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

Spark Executor

Executes PySpark code via a Model Context Protocol (MCP) server.

Snowflake Cortex

Integrates Snowflake Cortex Agents with Model Context Protocol clients for enhanced AI development.

OpenAI GPT Image

Integrates OpenAI's powerful image generation and editing APIs for use within Model Context Protocol environments.

Health & Fitness Coach

Provides a comprehensive AI-powered fitness tracking application that integrates with intelligent AI assistants via the Model Context Protocol (MCP).

Calc-mcp71

Exposes basic arithmetic operations as tools for Large Language Models through the Model Context Protocol.

Upbit

Enables interaction with the Upbit cryptocurrency exchange API for real-time market data, account management, and automated trading via Server-Sent Events (SSE).

Frankfurter

Exposes the Frankfurter API for currency exchange rates as tools for language model agents using the Model Context Protocol.

Unified Docs Hub

Creates a massive, searchable knowledge base for AI assistants from curated and auto-discovered repositories.

Kafka Processor

Enables Large Language Models to interact with Kafka event streams using the Model Context Protocol.

SAP Ariba Procurement

Connects large language models to live SAP Ariba Procurement data, enabling natural language querying.

Time-Aware

Provides AI agents with real-time awareness through a `time_now` tool.

CData SAP ByDesign

Enables large language models to query live SAP ByDesign data through a Model Context Protocol interface.

TuningSearch

Provides TuningSearch API access for large language models, enabling free Google search capabilities.

General

Unifies social media and web search capabilities for AI assistants.

Mavae

Provides a standardized interface for AI Agents to generate and manipulate images.

Demo

Demonstrates the functionality of a MultiServerMCPClient by showcasing interaction with multiple MCP model servers.