Data Science & ML MCP 服务器

Weather Container

Serves real-time weather information to AI applications through a standardized Model Context Protocol (MCP) interface.

MS Paint AgenticAI

Automates interactions with the MS Paint application for large language models, enabling them to control and input text into the app via agentic workflows.

Research

Searches and analyzes academic papers from OpenAlex using an AI-powered assistant.

IBKR TWS

Exposes Interactive Brokers Trader Workstation API functionalities as Model Context Protocol tools for seamless LLM client integration.

Pdffigures2

Extracts figures, tables, captions, and section titles from scholarly PDFs with high accuracy.

Zyla

Connects large language models to any public API on the Zyla API Hub.

Server Starter

Provides a minimal, production-ready TypeScript starter template for building Model Context Protocol (MCP) servers.

HubSpot by CData

Enables querying live HubSpot data from applications like Claude Desktop using CData JDBC Drivers through a read-only Model Context Protocol (MCP) interface.

Tracxn

Provides a standardized Model Context Protocol interface for Large Language Models to interact with Tracxn financial data.

HexStrike AI

Provides remote network access to HexStrike AI's extensive suite of 150+ security tools for AI agents without requiring local client files.

Markdown Manager

Provides a self-hosted full-stack system for AI agents to manage research content stored as Markdown articles via web UI, REST API, or MCP server.

Google Analytics by CData

Connects Google Analytics data to Claude Desktop using CData JDBC Drivers.

Math Solver

Solves mathematical problems using a client-server architecture.

Neo4j

Enables natural language interaction with a Neo4j graph database through Claude Desktop.

Cosmos DB by CData

Enables querying Cosmos DB data from Claude Desktop using CData JDBC drivers.

Codebase Contextifier

Facilitates semantic code search, relationship tracking, and real-time monitoring across codebases using AST-aware chunking and incremental indexing.

Zep

Integrates Zep's thread-based memory system with Claude Code for robust memory storage and retrieval.

DB RAG

Enables natural language interaction with databases by transforming plain English questions into SQL queries.

ContextHub

Connects data warehouses to AI assistants and agents, enhancing LLM understanding of data structure and business context.

CodeSynapse

Exposes rich semantic information from codebases to LLM code agents by integrating the Model Context Protocol (MCP) with the Language Server Protocol (LSP).