Data Science & ML MCP Servers

DBMCP

Enables natural language conversations with any JDBC-compatible database for querying, analysis, and visualization.

NPS Explorer

Query APIs for national park overviews, trails, alerts, events, and weather forecasts, making park data accessible to LLMs.

MYOB AccountRight

Connects Large Language Models to live MYOB AccountRight data through a read-only Model Context Protocol (MCP) interface.

Apple Docs

Provides an AI-powered semantic search engine for Apple's technical documentation, leveraging an in-memory knowledge graph for understanding and retrieval.

Jira Service Management by CData

Enables Large Language Models like Claude Desktop to query live Jira Service Management data via a Model Context Protocol interface.

Excel Explorer

Empower Large Language Models to read, explore, and analyze Excel files directly.

Yahoo Finance

Provides AI agents with real-time and historical financial data from Yahoo Finance through a FastMCP v2 server.

Kogna

Establishes a Model Context Protocol (MCP) server for seamless interaction with Kogna's multi-agent AI avatar system.

SFTP by CData

Exposes SFTP data as a read-only Model Context Protocol (MCP) server for querying with Large Language Models (LLMs).

Client LLM

Enables large language models to access any API type and provides a local application example.

Upbit

Enables interaction with the Upbit cryptocurrency exchange API for real-time market data, account management, and automated trading via Server-Sent Events (SSE).

Tagny

Augments locally served LLMs with web search capabilities, URL text fetching, and page link extraction.

Gmail

Integrates Gmail with Large Language Model (LLM) processing capabilities via a Model Context Protocol (MCP) server.

Azure DevOps by CData

Enables connecting to Azure DevOps data from Claude Desktop using CData JDBC Drivers.

Lizeur

Enables AI assistants to extract and read content from PDF documents using Mistral AI's OCR.

Simple Build

Facilitates structured messaging protocol implementation for seamless client-server communication, efficient data exchange, and real-time processing.

VecMed

Establishes and manages a Milvus vector database, including data ingestion, search functionalities, and integration into AI workflows.

Smooth Ocean

Provides AI-powered developer support for debugging Django and MySQL applications through a multi-agent pipeline.

Learning Ai

Provides a Next.js project bootstrapped with create-next-app to assist in learning AI concepts.

Bing Ads

Connects large language models (LLMs) to live Bing Ads data through a Model Context Protocol server.