Data Science & ML MCP 服务器

Hacker News

Provides AI assistants access to Hacker News data by acting as a bridge to its API.

FastMCP

Provides a production-ready server and a comprehensive client for the FastMCP protocol, equipped with essential features for robust application development and deployment.

Godot

Enables AI assistants to interact with the Godot game engine, offering control over the editor, projects, and scenes.

Research

Enables large language models to fetch, analyze, and summarize academic research papers from multiple trusted sources in real-time.

Topcoder

Provides core server-side functionalities to support Topcoder's AI and platform initiatives.

Context Planner AI

Manages tasks, schedules, and user intents through natural language using a modular, AI-powered daily planning system built on Model Context Protocol.

AI Full Case

Demonstrates building and utilizing Model-Computer Protocol (MCP) Client and Server components to facilitate an end-to-end process from user query to large model response, incorporating tool and service invocation.

DotNet2025

Showcases an Evergine-based 3D Model Context Protocol (MCP) server interacting with an LLM-powered client for real-time 3D scene manipulation.

H-yanagawa Research

Enables the creation and management of surveys within the Claude Desktop Client by acting as an MCP server.

Weather

Provides real-time weather data and forecasts to AI models and language assistants through an API.

SimDoc

Integrates scientific simulation documentation for tools like PyBaMM and Cantera with AI assistants via the Model Context Protocol.

Finto

Automates repetitive tasks and enhances productivity for financial sector employees using specialized AI agents.

Wikipedia

Provides Wikipedia search and content retrieval tools via a production-ready Model Context Protocol (MCP) server.

Weather

Provide worldwide weather forecasts, current conditions, and historical data to AI assistants without requiring API keys.

ContextHub

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

Research Assistant

Enhance AI assistant capabilities with integrated tools for academic research, file management, and web content retrieval.

Verodat

Integrates Verodat's data and AI capabilities into AI systems via the Model Context Protocol.

Zendesk by CData

Enables connecting to Zendesk data from Claude Desktop using CData JDBC Drivers via a read-only Model Context Protocol (MCP) server.

PDF Reader

Provides comprehensive PDF processing capabilities, including advanced academic analysis and content extraction, optimized for agent understanding.

Clp File Reader

Enables reading and serving of data from CLP (Compressed Log Protocol) files for use with Model Context Protocol (MCP).