Data Science & ML MCP Servers

Biodiversity Model Context Protocol

Serves as a server for interacting with biodiversity models.

BioMed

Serves biomedical literature database content.

ArXiv Search

Provides a server for searching the arXiv repository.

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.

Beamlit Gateway

Facilitates seamless integration with AI models using the Model Context Protocol (MCP) standard via the Beamlit CLI.

Production Server

Provides a production-ready, extensible template for building Model Context Protocol (MCP) async servers in Python.

Decisions

Retrieves Czech court decisions and assesses act proposals for use with LLMs.

Monday.com by CData

Enables querying live monday.com data from Large Language Models through a Model Context Protocol (MCP) interface.

MonkDB

Facilitates data management and interaction with AI agents as a server for MonkDB.

Eventfinda

Facilitates AI agents' access to Eventfinda API data for comprehensive event searches and detailed information retrieval.

PopHIVE

Provides real-time access to Yale's PopHIVE public health data, including immunizations and diseases, for research and analysis.

Context Planner AI

Manages tasks, schedules, and user intents through natural language using a modular, AI-powered daily planning system built on Model Context Protocol.

SAS Data Sets by CData

Enables Claude Desktop to query live SAS Data Sets data through a read-only MCP server using CData JDBC Drivers.

Sentiment Analyzer

Analyzes text for sentiment and sarcasm using Hugging Face Transformers within a Gradio application.

APRS.fi

Connects to the APRS.fi API to facilitate ham radio position tracking and balloon chase operations, integrated with Claude Code for AI-powered data analysis.

Cntx UI

Bundles and organizes project files for AI development workflows, offering a web UI and Model Context Protocol (MCP) server for seamless LLM consumption.

Finance

Provides real-time financial data to Large Language Models through the Model Context Protocol.

Hubble

Facilitates data retrieval and analysis from Google Search and other online sources through API integration with Claude Desktop.

Trello by CData

Enables querying Trello data from LLMs like Claude Desktop using a Model Context Protocol (MCP) interface.

Coupler.io

Enables AI tools to access and analyze business data by integrating with Coupler.io data flows.