Data Science & ML MCP 服务器

MCP Tools

Provides AI-powered tools for web search, mathematical calculations, and tech news aggregation using the Machine Communication Protocol.

Rossum

Provides AI agents with read-only access to Rossum API resources like queues, schemas, and workspaces.

Multipass

Transforms any Python library or code into a robust, scalable, and production-ready API with automatic service discovery.

Quickstart

Facilitates understanding and experimentation with the Model Context Protocol (MCP) by providing custom server and client implementations integrated with a Large Language Model.

Outreach.io

Connects Large Language Models (LLMs) to live Outreach.io data via a Model Context Protocol (MCP) interface, enabling natural language queries without SQL.

Coder

Empowers AI assistants with persistent memory, deep code understanding, and context-aware development capabilities for software projects.

MongoDB

Enables AI assistants to perform comprehensive MongoDB database operations through a standardized Model Context Protocol interface.

Observe Community

Provides access to Observe API functionality, OPAL query assistance, and troubleshooting runbooks for LLM models through a Model Context Protocol server.

Gemini

Enables AI-powered image processing through a Gemini 2.5 Flash-based MCP server.

ModelScope Image

Generate images from natural language prompts using the ModelScope Qwen-Image model via an MCP server.

Monarch Money

Integrates Monarch Money with Claude Desktop, enabling conversational AI access to personal financial data and insights.

TinyDB EMCiPi

Provides a TinyDB-backed MCP server that offers drop-in long-term memory for chatbots and small-context LLM applications.

Google Docs

Integrate large language models with Google Docs for smarter workflows and enhanced document management.

StatPearls

Fetches comprehensive, peer-reviewed medical information from StatPearls to provide reliable health data to AI systems.

AirTrail

Enables AI assistants to manage and interact with your AirTrail flight tracking data.

Business AI Transformation Platform

Empowers enterprises with an MCP-compliant server and multi-agent system for comprehensive business AI transformation.

ArXiv

Enables Large Language Models to access, search, and read scientific papers directly from arXiv.

Legal Document Agentic Assistant

Automates legal contract review using a dual-agent AI system to detect risks and generate real-time compliance reports.

Chromium Screenshots

Captures pixel-perfect screenshots with ground-truth DOM extraction and full authentication state injection for Vision AI agents.

Mnemo

Provides persistent AI memory with hybrid search, semantic capabilities, and embedded synchronization across multiple machines.