Data Science & ML MCP Servers

WoT Blitz

Provides AI assistants with direct access to authentic World of Tanks Blitz game data, including comprehensive details on tanks, maps, equipment, and crew skills.

Action Servers

Orchestrates real-world actions like file management, Python code execution, web scraping, and shell commands via lightweight Model Context Protocol servers.

MOLAI

Enables Claude AI to directly control and manipulate molecular structures within PyMOL.

UCSC Genome Browser

Provides comprehensive access to the UCSC Genome Browser API, enabling LLM applications to query genomic data, sequences, tracks, and metadata.

File Search

Leverages AI to provide intelligent, natural language-driven file search across local directories for various document, data, and code formats.

Medium

Enables programmatic and intelligent interaction with Medium's content ecosystem for context-aware retrieval.

Model Context Server

Implements the Model Context Protocol (MCP) as a comprehensive Python backend, integrating JSON-RPC 2.0, Azure OpenAI, and Server-Sent Events for streaming responses.

NASA

Provides a standardized Model Context Protocol interface for AI models to interact with NASA's extensive public data sources.

TaxJar

Enables Large Language Models to query live TaxJar data by exposing it as relational SQL models through an MCP interface.

Simple

Develop modern, type-safe Model Context Protocol servers for TypeScript applications with versatile API styles.

StatFlow

Automates comprehensive statistical analysis and report generation from MySQL databases, providing AI assistants with powerful data processing capabilities.

AiDD

Provides a comprehensive set of tools for AI-driven software development workflows, including file operations, code analysis, Git integration, code execution, and system information retrieval.

Facebook Ads by CData

Connects Facebook Ads data to Claude Desktop using CData JDBC Drivers through a read-only Model Context Protocol (MCP) server.

Marine Traffic

Integrates Marine Traffic vessel tracking data to provide real-time vessel positions, detailed vessel information, historical voyage insights, and comprehensive port intelligence via a Model Context Protocol server.

23AI Query Assistant

Converts natural language questions into SQL or semantic search queries over data stored in Oracle Autonomous Database.

Skincare

Provides AI-based skin analysis and personalized recommendations by processing a selfie image URL.

ArXiv Paper

Access and parse scientific papers from arXiv, supporting Model Context Protocol for AI integration.

Snowflake

Enables LLM agents to securely connect to and query Snowflake databases, acting as a bridge for seamless SQL execution.

MCPFligh

Provides comprehensive airline booking operations, acting as an AI agent for intelligent flight search, booking, and management.

Suncture Healthcare

Provides healthcare-related tools for AI assistants, enabling them to offer practical healthcare information to users.