Data Science & ML MCP Servers

OpenAI

Queries OpenAI models directly from Claude, supporting models like o3-mini and gpt-4o-mini.

Web Search

Performs Google searches and retrieves the aggregated content of top results, providing real-time web context to client applications.

Hex

Enables interaction with Hex projects through an MCP server.

Project Synapse

Showcases Agent Communication Protocol (ACP), Agent-to-Agent (A2A), and Model Context Protocol (MCP) capabilities through a collaborative research swarm.

Interactive Brokers API

Enables Large Language Models to interact with Interactive Brokers accounts and retrieve financial data via a middleware server.

CryptoWeather

Provides real-time Bitcoin price prediction signals and market insights from an AI system directly within Claude conversations.

Israel Statistics

Provides programmatic access to Israel's Central Bureau of Statistics (CBS) price indices and economic data, offering tools for retrieval, analysis, and inflation adjustments.

Imdb

Exposes IMDB data through a Model Context Protocol server.

Spring Demo SSE

Demonstrates implementing Server-Sent Events (SSE) and Model Context Protocol (MCP) tooling with Spring Boot for real-time data streaming and AI integration.

Redshift

Enables LLMs and AI agents to securely interact with Amazon Redshift databases via the Model Context Protocol.

Workday by CData

Enables querying live Workday data from LLMs like Claude Desktop via a read-only Model Context Protocol (MCP) interface.

VikingDB

Provides a Model Context Protocol (MCP) server to interact with a VikingDB instance for storing and searching information.

Picasa

Manages local photos with AI features such as semantic search and face recognition.

Huggingfetch

Accelerates HuggingFace model downloads and integrates them into various AI development clients.

Mandoline

Empowers large language models and AI assistants to conduct self-evaluations, critique their performance, and continuously improve through a standardized evaluation framework.

Voice Agent

Automates HR communication via intelligent voice conversations using Twilio, Deepgram, and OpenAI.

RPG Maker MZ

Automate the creation of complete RPG Maker MZ games programmatically, including AI-generated assets and scenarios.

Excel Access

Enables clients to read Excel files via an MCP server.

RAE

Connects language models to the Royal Spanish Academy (RAE) API for enhanced Spanish language capabilities.

Sheet Parser

Enables AI agents to parse, transform, and modify various spreadsheet file formats through a Model Context Protocol (MCP) server.