Data Science & ML MCP 服务器

Memory Bank

Provides Large Language Models (LLMs) with project-specific, persistent memory capabilities to enhance understanding and response quality.

MLC Bakery

Manages machine learning model provenance and lineage using a Python-based service.

Stock Info

Provides stock data services, including historical data, fundamentals, and news.

Educhain Agent Kit

Enables interaction with the EDUCHAIN ecosystem by providing tools to query information, perform swaps on SailFish DEX, and explore arbitrage opportunities.

Coding Assistant

Provides context-aware code assistance, explanations, and suggestions directly related to local project files.

Mysql

Enables AI assistants to interact with MySQL databases through a secure, controlled interface.

Webscraper

Transcribes webpages, YouTube videos, and PDFs for use with Large Language Models.

PatSnap

Collects patent-related information from PatSnap's API for trend analysis and reporting.

Filesystem

Enables seamless integration between LLM applications and external data sources by implementing the Model Context Protocol (MCP).

Amadeus

Connects to the Amadeus API to enable flight search, booking, and analysis capabilities for AI assistants.

Files-DB

Provides LLM coding agents with vector search capabilities for software projects via the Message Control Protocol (MCP).

MedRxiv

Enables AI assistants to search and access health science preprints from medRxiv.

Perplexity

Integrates Perplexity AI's language models with Claude using the Model Context Protocol.

Florence2

Processes images using Florence-2 to extract text via OCR or generate descriptive captions.

Unstructured

Processes unstructured documents to enable LLMs to extract and utilize their content.

Financial Reports

Query European financial data through an API optimized for use with AI language models.

Openapi

Enables large language models to interact with and utilize REST APIs by providing configured REST APIs as context.

Jupyter Earth

Enables geospatial analysis in Jupyter notebooks through a Model Context Protocol (MCP) server implementation.

Exa

Enables AI assistants like Claude to perform web searches using the Exa AI Search API.

Crypto Exchange

Provides a simple interface to interact with Bybit, OKX, and Binance public API endpoints.