Data Science & ML MCP Servers

Spire.XLS

Enables AI agents to create, read, modify, and convert Excel workbooks independently of Microsoft Office.

IETF Document Server

Provides access to IETF RFC documents for Large Language Models via the Model Context Protocol.

Valyu

Enables AI models to retrieve high-quality context from Valyu's API, including comprehensive search capabilities across Wikipedia, arXiv, and the web.

Ruby

Enables developers to build secure, two-way connections between their data sources and AI-powered tools.

Kiseki Labs Readwise

Enables language models to programmatically access and manipulate Readwise documents and highlights.

GA4

Retrieves data from Google Analytics 4 to provide insights into website and app performance.

Pulse CN

Provides AI models with real-time access to trending content and data from major Chinese internet platforms.

Hong Kong Health

Provides access to health-related data in Hong Kong through a FastMCP interface.

Google Cloud Healthcare API

Provides healthcare tools for interacting with FHIR resources on Google Cloud Healthcare API and public medical research APIs.

MLC Bakery

Manages machine learning model provenance and lineage using a Python-based service.

Screenshot

Captures and tiles web page screenshots into AI-friendly dimensions, specifically optimized for Claude Vision API.

Papersearch

Enables searching of Arxiv papers using the Model Context Protocol.

Bio-OS

Manages workflows and Docker image building for Bio-OS instance platforms.

Handaas Enterprise Data

Provides comprehensive enterprise information query and analysis capabilities based on the MCP protocol.

Crunchbase

Provides AI assistants with access to Crunchbase data for company insights, funding information, and people data.

ChatterBox

Enables AI agents to interact with online meetings and generate meeting summaries.

Essential

Bridges human and artificial intelligence by providing a contextual framework for AI tool integration and interaction.

GemForge

Integrates Google's Gemini AI with MCP agents to enable codebase analysis, live search, and multi-file processing.

Qualitative Researcher

Manages qualitative research context across sessions using a knowledge graph.

Pytest Results Context

Updates large language models with context about the most recent pytest results.