Data Science & ML MCP Servers

Data Server

Perform local file searches using embeddings for semantic understanding.

OMDB

Provides a Model Context Protocol server interface to access the Open Movie Database API for movie search and information retrieval.

Weblok

Enables Large Language Models to search and extract full web page content locally using a headless browser, eliminating the need for API keys.

MxHero Mail2Cloud Advanced

Provides a Model Context Protocol (MCP) server for accessing mxHERO's high-performance Mail2Cloud Advanced multi-account email search service.

Hugging Face Hub

Provides programmatic access to the Hugging Face Hub API for querying models, datasets, and their associated metadata.

Rememberizer

Enables Large Language Models to search, retrieve, and manage documents and integrations through Rememberizer's API.

Bsc Services

Enables LLMs to interact with the Binance Smart Chain (BSC) network for data access and queries.

BenBox

Builds an agent AI application utilizing Model Context Protocol tools with an Angular mobile user interface.

Model Context Protocol

Enables AI models to interact with external tools and data sources.

Charts Visualization

Generates and serves dynamic bar and pie charts from structured data via a web-based API.

Dummy

Provides a functional example of a FastMCP server for learning Model Context Protocol integration.

Weather

Provides real-time weather alerts and forecasts via the National Weather Service API as a Model Context Protocol server.

Iaptic

Enables Claude or other AIs to interact with Iaptic data for insights into customers, purchases, and transactions.

MxHero

Provides a Model Context Protocol (MCP) server to access mxHERO's high-performance multi-account email search service for AI solutions.

XDS110 Co-Debugger

Enables Large Language Models to co-debug Texas Instruments embedded systems by providing real-time variable monitoring, memory manipulation, and analytical capabilities through an OpenOCD proxy architecture.

Kipu

Integrates with the Kipu API to provide AI assistants and applications access to comprehensive healthcare data through a secure, standardized interface.

Beeper

Provides read-only access to local Beeper chat conversations on macOS for Model Context Protocol (MCP) clients.

Box Pydantic AI

Demonstrates the integration of Pydantic AI agents with the Box MCP server for secure content access.

Ics6 Java

Processes XLS and CSV files using a Java-based server.

Model-Context-Protocol

Provides a basic implementation of a Model Context Protocol server for educational purposes.