Data Science & ML MCP Servers

Street View

Enables AI models to fetch, display, and compile Google Street View imagery into virtual tours.

MarineTraffic

Provides access to real-time and historical vessel tracking data from MarineTraffic.

Mercari Japan

Retrieves real-time product and price data from Mercari Japan for LLM analysis.

NHL

Access live NHL game data, scores, stats, teams, and generate reports using the Model Context Protocol.

Minecraft Bedrock

Offers a TypeScript-based server to programmatically control Minecraft Bedrock Edition using WebSocket connections.

Crypto Trending

Tracks and monitors the latest trending tokens on CoinGecko, providing real-time insights into popular cryptocurrencies.

Deep Research

Conducts comprehensive research using a multi-agent architecture, integrating OpenAI API-compatible large language models and external MCP tools.

Random Number

Delivers true random numbers for large language models by leveraging atmospheric noise from random.org.

One MCP

Automates the discovery, selection, and configuration of Model Context Protocol (MCP) servers for various tasks.

Memvid

Exposes Memvid video memory functionalities to AI clients for encoding text, PDFs, and other content into a video memory format.

Excel Integration

Enables large language models to read and write local Excel files using the MCP protocol.

Memory Domain Knowledge

Implements persistent memory using a local knowledge graph, enabling Claude to remember information across chats.

Mistral OCR

Extracts text content from PDF files and images using the Mistral OCR API through an MCP server.

Airy

Interact with databases using natural language queries powered by AI.

Langchain Playground

Explores and demonstrates various LLM-related tools and integrations, including LangChain.js, LangGraph, Slack, and the Model Context Protocol.

WisdomForge

Forges wisdom from experiences and insights using a vector database for efficient knowledge management.

Fitbit

Enables AI assistants to access and analyze Fitbit health and fitness data through a Model Context Protocol (MCP) implementation.

Postgres

Enables AI models to interact with PostgreSQL databases through a standardized Model Context Protocol interface.

FastMCP

Orchestrates multi-tool AI agents for real-time supply chain optimization, simulating Anthropic's low-latency FastMCP system with Gemini AI.

Xgmem

Manages project-specific and knowledge graph-based memory for LLMs and agents.