Data Science & ML MCP Servers

Ensembl

Provides large language models with access to the Ensembl genomics database for querying genomic data, gene information, sequences, and variants.

Mysql

Enables AI assistants to interact with MySQL databases through a secure, controlled interface.

Roberto

Provides lightning-fast, language-agnostic code analysis and search capabilities for large codebases, optimized for integration with AI and LLM tools.

Athena

Provides expert validation, impact analysis, and strategic guidance for AI coding agents to enhance code quality and architectural decisions.

PDFlow

Transform PDFs into structured data using AI-powered extraction, available via web, CLI, and AI agent integrations.

Pubmed

Enables AI assistants to search and analyze PubMed medical literature with advanced filtering, citations, and research tools.

Word Agent

Automate Word document creation, editing, and management through natural language instructions using an integrated AI agent.

ArXiv

Enables AI assistants to search and access arXiv papers through a simple Message Control Protocol (MCP) interface.

SurrealDB

Connects AI assistants with SurrealDB databases through the Model Context Protocol for seamless data operations.

Perplexity

Integrates Perplexity AI's language models with Claude using the Model Context Protocol.

Amadeus

Connects to the Amadeus API to enable flight search, booking, and analysis capabilities for AI assistants.

Polymarket

Enables access to Polymarket's prediction market data and analysis through Claude AI via a Model Context Protocol server.

LLM Jukebox

Enables large language models to seamlessly search, download, and extract information from YouTube music videos.

Debugger

Provides a lightweight debugger for learning and experimentation with Windows executables, integrated with an MCP server for AI-driven control.

Guru-PK

Facilitates multi-round AI expert debates by dynamically generating specialized AI agents to discuss any given topic.

Xiaoyibao Clinical Trials

Provides an intelligent MCP server for querying clinical trials from the ClinicalTrials.gov API v2.

Copilot Money

Enables AI-powered natural language queries against personal finance data stored locally by Copilot Money.

Memory Bank

Provides Large Language Models (LLMs) with project-specific, persistent memory capabilities to enhance understanding and response quality.

OpenDota

Enables LLMs and AI assistants to access real-time Dota 2 statistics, match data, and player information through a standard interface.

AST2LLM Go

Parses Go source code into an Abstract Syntax Tree (AST) and converts it into a clean, LLM-friendly format for context injection.