Data Science & ML MCP Servers

RoCQ

Provides logical reasoning capabilities through integration with the Coq proof assistant.

Canvas

Enables AI agents to interact with Canvas LMS for querying courses and resources.

VseGPT

Facilitates interaction between language models and external services via a standardized Model Context Protocol (MCP).

Token Metrics

Provides cryptocurrency data, analytics, and insights through function calling, enabling AI assistants and agents to access real-time crypto market data.

Unstructured

Processes unstructured documents to enable LLMs to extract and utilize their content.

BioOntology

Provides comprehensive access to the BioOntology API for searching, annotating, and exploring over 1,200 biological ontologies.

OpenTargets

Provides an unofficial Model Context Protocol server for accessing Open Targets platform data, facilitating gene-drug-disease associations research.

Image Generator

Enables AI assistants to generate and edit images leveraging Google's Gemini 2.5 Flash Image API within MCP-compatible tools.

Leap

Transforms any topic into an explainer video with AI narration and 3Blue1Brown-style animations.

Headline Vibes

Analyzes the sentiment of news headlines from major US publications for a given date.

Bitcoin

Exposes Bitcoin blockchain data to AI agents through a Model Context Protocol (MCP) server, enabling access to real-time blockchain information without wallet functionality.

BioNext

Enables complex bioinformatics analysis using natural language prompts via Claude Desktop, eliminating the need for programming.

Firebolt

Connects large language models to the Firebolt data warehouse.

ArXiv

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

Umami Analytics

Enhances Claude's capabilities by providing access to website analytics data from Umami.

XiaoAI Map

Enables AI language models to interact with Amap API services for geographic information, weather data, and route planning.

Caltrain

Provides real-time Caltrain departure information using GTFS data via the Model Context Protocol.

Help Scout

Connects Help Scout with AI agents to enable intelligent search, analysis, and management of customer support data.

Memory Bank

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

NetworkX

Provides a comprehensive Model Context Protocol (MCP) server for advanced graph analysis capabilities using NetworkX.