Data Science & ML MCP Servers

ScrapeBadger

Enables AI agents to access comprehensive Twitter/X data, including user profiles, tweets, trends, and communities, via the Model Context Protocol.

ROS2 Server

Enables AI tooling to seamlessly connect with ROS2 nodes, topics, and services using the Model Context Protocol over stdio.

ETL Orchestration

Empowers LLM agents to manage and automate ETL workflows across Airflow, AWS Glue, Athena, and S3 using natural language commands.

Resume Chat

Facilitates AI-powered chat about personal resumes and enables email notifications, ideal for job interviews and demonstrating Model Context Protocol capabilities.

Livraria

Exposes a .NET REST API for managing books and categories to AI models using the Model Context Protocol (MCP).

Magic

Exposes a remote MATLAB service for generating magic squares as an MCP server tool.

SingleStore by CData

Enables connecting SingleStore data to Claude Desktop through CData JDBC Drivers.

RAG with ChromaDB

Enhances LLM context with Retrieval-Augmented Generation by ingesting and searching across various document formats.

Finance

Retrieves financial data using a Model Context Protocol (MCP) server, integrated with agentic frameworks.

Postgres Query

Provides a secure, read-only interface for querying PostgreSQL databases within the Model Context Protocol ecosystem.

Act CRM by CData

Enables AI clients to query live Act CRM data via a Model Context Protocol interface, leveraging CData JDBC Drivers.

Weather AI Chatbot

Provides real-time weather information and forecasts via an AI-powered conversational interface, integrating OpenAI's GPT model with a Model Context Protocol server.

Chainlink

Provides AI developers with seamless access to Chainlink's decentralized oracle network services across various blockchain ecosystems.

Flow

Adapts existing web APIs into a standardized Model Context Protocol (MCP) interface for structured and consistent AI access.

Noesis

Streamlines data science workflows by combining Large Language Models with the Model Context Protocol for AI-powered data analysis and processing.

Sample

Provides an AI assistant application integrating FastMCP, MongoDB Atlas, and an LLM endpoint with direct MCP tool calling capabilities.

AnyDbApp

Enables AI-powered database operations, file management, and web content scraping via natural language, featuring dynamic schema evolution, semantic search, and Retrieval Augmented Generation (RAG) capabilities with Ollama integration.

Universal Robots

Enables AI agents and applications to control and monitor Universal Robots through a standardized Model Context Protocol interface.

Aiven

Integrates Aiven services like PostgreSQL, Kafka, and OpenSearch with Large Language Models to enable full-stack solution building.

LangGraph Claude Azure AI Search

Transforms enterprise document search into natural AI conversations by integrating Azure AI Search with Claude Desktop using LangGraph workflows and RAG.