Data Science & ML MCP 服务器

Arxiv

14

Enables natural language interaction with the arXiv API for retrieving and utilizing scholarly articles.

Matlab

14

Enables execution of MATLAB code from Large Language Models (LLMs) through a Model Context Protocol (MCP) server.

Exif

13

Extracts image metadata (EXIF, XMP, ICC, IPTC, etc.) from various image formats.

Web Research

13

Enables Claude to access and utilize real-time web information for enhanced research capabilities.

Agentman

13

Simplifies AI agent development through a Docker-like interface for building, managing, and deploying agents using the Model Context Protocol.

Ast Analyzer

13

Provides AI systems with code structure analysis capabilities using Abstract Syntax Trees (ASTs) and Abstract Semantic Graphs (ASGs).

Systems

13

Runs and documents systems models defined using the lethain:systems Python library.

Ollama Deep Researcher

13

Performs in-depth research on topics using local LLMs via Ollama, accessible as MCP tools.

Couchbase

13

Enables Large Language Models (LLMs) to interact directly with Couchbase clusters for data access and manipulation.

OKX

13

Provides real-time cryptocurrency price data from the OKX exchange via the Model Context Protocol.

Patent

13

Enables access to United States Patent and Trademark Office (USPTO) data through the Patent Public Search API and the Open Data Portal (ODP) API.

OpenTK

13

Provides access to Dutch parliamentary data (Tweede Kamer) through a Model Context Protocol (MCP) server, enabling AI assistants to search, retrieve, and analyze parliamentary information.

FalkorDB

13

Connects AI models with FalkorDB graph databases via the Model Context Protocol.

VSCode

13

Provides real-time Language Server Protocol (LSP) diagnostics, type information, and code navigation to AI coding agents within VSCode environments.

Analysis Templates

13

Manages and serves standardized prompt templates for content analysis via the Model Context Protocol (MCP).

MLB API

13

Provides comprehensive access to MLB statistics and baseball data through a FastAPI-based interface, bridging AI applications with baseball data sources.

Vectara

13

Enables AI systems to interact with data sources and tools through the Model Context Protocol (MCP), providing fast, reliable RAG powered by Vectara.

MySQL

13

Enables AI models to interact with MySQL databases through a structured Model Context Protocol (MCP) interface.

Taiwan Holiday

13

Provides accurate Taiwan national holiday and compensatory workday information via an MCP server for AI tools.

OSSInsight

13

Analyze GitHub repositories, developers, and organizations with in-depth insights into the open-source ecosystem.