Data Science & ML MCP 服务器

YouTube Transcript Extractor

Extracts transcripts from public YouTube videos for AI analysis and integration with tools like Cursor and Claude Desktop.

Options Chain

Provides options chain data and historical prices from the Tradier Sandbox API for use within Claude Desktop.

Universal Robot

Enables AI assistants and LLM applications to securely control Universal Robots functionality for real-time operation and monitoring.

Bing Searches

Collects, processes, and analyzes Bing search data to extract insights and patterns.

Python Executor

Executes Python code and manages Python packages within a sandboxed environment.

Agoda Review

Enables Large Language Models (LLMs) to find Agoda hotel reviews.

Blowsh

Enables AI agents and clients to browse and extract content from modern, JavaScript-rendered web pages as plain text, HTML, or Markdown.

Enkrypt AI

Integrates red-teaming, prompt auditing, and AI safety analysis into Model Context Protocol (MCP) compatible clients.

Ephor

Facilitates collaborative AI agent interaction by allowing them to share and reflect on each other's responses to the same prompt.

XrayDB

Provides a Model Context Protocol server to access X-ray properties of elements.

BTC Watch

Provides Claude AI with real-time Bitcoin price and market data through a Model Context Protocol (MCP) server.

WebFetch

Brings live web access and content extraction capabilities to local AI models.

Video Parser

Analyzes and queries video content using AI vision models and natural language through the Model Context Protocol.

ArXiv

Provides tools for searching and retrieving academic papers from the arXiv preprint repository via the Model Context Protocol.

Code Scanner

Scans codebases for definitions, respecting .gitignore and outputting LLM-friendly formats.

Sigmund

Provides AI assistants with access to unified financial data from various Open Banking sources, enabling comprehensive analysis and educational insights.

Elasticsearch

Enables LLMs to manage indices and execute queries against Elasticsearch clusters.

GovGIS Nov2023 Slim Spatial

Provides a Dockerized framework combining PostGIS and pgvector to process and serve comprehensive geospatial data with vector similarity search capabilities.

USGS Water

Retrieve real-time water data including stream flow, gage height, and temperature from USGS monitoring stations.

Secure Chain

Provides context about software supply chains to large language models and AI agents.