Data Science & ML MCP 服务器

FamilySearch

Integrates FamilySearch APIs with AI tools like Claude and Cursor to enable interaction with family history data.

Fastapi

Demonstrates how to mount a Model Context Protocol (MCP) server on a FastAPI application.

Zotero

Integrates with Zotero, enabling AI applications to access and manipulate Zotero libraries.

Yahoo Finance

Retrieves comprehensive financial data from Yahoo Finance, including historical stock prices, company information, financial statements, options data, and market news.

Ethereum

Facilitates interaction with the Ethereum blockchain using the Model Context Protocol.

Jrnl

Enables read-only access to jrnl (command-line journal) entries through a Model Context Protocol (MCP) server.

DataBridge

Enables AI assistants to read and summarize local CSV and Parquet data files through natural language interfaces.

Weather

Provides real-time weather information and local search history to language models using the Model Context Protocol (MCP).

Flux

Generates high-quality images using FLUX.1-dev with efficient GPU memory management and offers both an MCP server and a command-line interface.

Google Air Quality

Integrates with Google's Air Quality API to provide real-time data, forecasts, historical information, and heatmap visualizations.

Steam

Integrate with the Steam Web API to access game libraries, achievements, playtime statistics, and other player data.

BatchData

Connects MCP clients to BatchData's comprehensive real estate data and services, including property lookup, comparable analysis, and contact information.

The Button Heist

Provides programmatic control over iOS applications, allowing AI agents and human users to inspect UI, tap, swipe, type, and navigate.

Space Industry Intelligence

Assesses space industry risks related to launches, orbital debris, spectrum, regulations, and satellite sanctions.

UI5 Server

Provides a specialized server with modular tools for SAPUI5/Fiori development, encompassing project analysis, code generation, refactoring, validation, and documentation retrieval.

Trending Hub

Aggregates trending news and hot topics from over 30 diverse online sources into a unified Model Context Protocol server.

Market Microstructure & Manipulation

Perform market microstructure analysis and detect manipulation using an MCP server orchestrating 14 financial data actors in parallel.

ScholarFetch

Aggregates academic paper metadata, abstracts, and reading links from multiple scholarly APIs through a command-line interface and MCP server for enhanced research workflows.

Vite MF Monorepo RAG

Enables Claude Code to semantically recall legacy codebase chunks for migration and pattern finding.

IDE Multi-Agent

Establishes a zero-dependency, fully local multi-agent framework for IDEs using a token handoff mechanism to maintain context across sessions.