Data Science & ML MCP Servers

Mongo

Enables Large Language Models (LLMs) to interact with MongoDB databases using natural language.

Mcp-Nlp

Provides natural language processing capabilities using the Model Context Protocol within a FastMCP application.

N2YO Satellite Tracker

Provides real-time satellite tracking data, including TLE data, positions, and pass predictions, via an MCP server.

Robot

Provides a Model Context Protocol server for processing Web Ontology Language (OWL) templates generated by the Robot tool.

Google Data Catalog by CData

Connects Google Data Catalog data to large language models (LLMs) and AI clients through a Model Context Protocol (MCP) interface.

CData SAP ByDesign

Enables large language models to query live SAP ByDesign data through a Model Context Protocol interface.

Nobra Calculator

Provides a modular REST API for calculating various medical scores and indices, designed for integration with large language models.

Time

Provides real-time clock and timezone information for large language models.

HelloPython AI ML

Provides PyTorch AI/ML examples for Modal Context Protocol (MCP), Agent-to-Agent (A2A), RAG, and vLLM workflows, enabling reproducible and scalable pipelines for research and deployment.

Apollo

Connects AI assistants with the Apollo.io API to search for accounts, enrich data, and retrieve contact information.

Local Tools

Provides a modular, production-ready Model Context Protocol server offering calculator and file operation tools for LangGraph agents and other MCP clients.

Infer

Enables AI Copilot tools to securely interact with SSH and PostgreSQL resources through policy-driven access controls.

Productivity Agent

Automates the generation of time-blocked daily task lists by intelligently prioritizing calendar events, new tasks, and outstanding items.

GitHub Documentation Agent

Provides intelligent answers to questions about GitHub documentation using local LLMs and vector embeddings.

Car Repair

Integrates business applications with Large Language Models using the Model Context Protocol (MCP) in a production-ready FastAPI application.

General

Implements a protocol-compliant MCP server, offering JSON configuration for fast setup and a plugin-based architecture for custom AI agents and orchestration.

Voice Soundboard

Provides a production-ready multi-voice text-to-speech library and MCP server for AI assistants, enabling real-time streaming, SSML, emotional speech, and sound effects.

DocuExtract

Extracts key information from mortgage documents and answers policy questions using AI-powered retrieval-augmented generation.

Granola

Exposes Granola meeting intelligence as structured, queryable Model Context Protocol (MCP) resources for AI agents and automation pipelines.

VW Connect

Establishes a Model Context Protocol (MCP) server to integrate Volkswagen Group vehicles with AI assistants.