Data Science & ML MCP 서버

Tidymodels

Provides tools and resources for working with the tidymodels ecosystem in R.

Inspire

Enables image search using text descriptions with the Inspire backend, designed for integration with Claude Desktop.

Project Memory

Enables AI agents to persistently store and retrieve project information from a memory file.

Nasa

Retrieves astronomical data, space weather information, Earth imagery, and more from NASA's APIs via the Model Context Protocol (MCP).

Spreadsheet

Enables LLMs to directly access and utilize data from Google Spreadsheets.

HK Recreation

Offers a FastMCP interface to access Hong Kong's recreation, sports, and culture data.

Pubmed

Provides an API to access the PubMed database, allowing users to search articles, retrieve metadata, and download PMC PDFs.

LSP Bridge

Empowers MCP-compatible agents with Language Server Protocol capabilities for enhanced code analysis and interaction.

Redshift

Enables AI assistants to interact with Amazon Redshift databases using the Model Context Protocol.

QMT

Provides stock market data download and query functionalities, acting as an MCP server built on the QMT platform.

LacyLights

Empowers theatrical lighting design and control with AI-powered intelligent fixture management, script-based scene generation, and dynamic cue sequencing.

UniProt

Provides advanced access to the UniProt protein database through a Model Context Protocol (MCP) server.

OpenAPI

Provides a standardized interface for interacting with model services via a RESTful API, implementing the Model Context Protocol with OpenAPI documentation.

MarineTraffic

Provides access to real-time and historical vessel tracking data from MarineTraffic.

Weather

Serves weather data via the Model Context Protocol (MCP) using a Go-based server implementation.

Entscheidsuche

Provides standardized access to Swiss court decisions via the entscheidsuche.ch API, enabling LLMs to search, retrieve, and analyze legal documents.

Kablewy Financial Analysis

Provides financial analysis capabilities through access to real-time and historical stock data and company fundamentals.

Jina AI

Converts web pages into Markdown format, optimized for large language models.

TokenScope

Enables large language models to efficiently explore and understand codebases by providing token-aware directory exploration and file content viewing.

Useful Tools

Provides weather and stock information via Model Context Protocol (MCP).