Data Science & ML MCP Servers

Together AI Image

Enables MCP-compatible assistants to generate images using the Together AI API.

Minio

Enables interaction with MinIO object storage through a Model-Context Protocol server and client.

Strava

Enables interaction with the Strava API through a Model Context Protocol (MCP) server.

Docker

Executes code in isolated Docker containers and returns the results to language models.

VegaLite

Enables data visualization within LLM workflows using Vega-Lite specifications.

Soccer

Provides access to football statistics and live match data from the API-Football service.

Entscheidsuche

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

CMR

Integrates AI retrievals with NASA's Earthdata Search by implementing a Model Context Protocol (MCP) server.

Zenodo

Integrates with Zenodo records through the Model Context Protocol (MCP) for use in LLM workflows and IDEs.

RAE

Connects language models to the Royal Spanish Academy (RAE) API for enhanced Spanish language capabilities.

Kairos Codex

Provides standardized access to Bible data resources for Large Language Models using the Model Context Protocol.

Multi-Search

Provides a unified Model Context Protocol (MCP) interface for multi-provider web search, maximizing available search capacity for automation and AI workflows.

Proto-OKN

Provides Model Context Protocol (MCP) server capabilities to query SPARQL endpoints, with specialized support for Proto-OKN knowledge graphs hosted on the FRINK platform.

Medical

Access comprehensive medical information by querying authoritative APIs like FDA, WHO, PubMed, RxNorm, Google Scholar, and Australia's PBS.

CodeWeaver

Delivers precise, token-efficient code context to AI coding agents by leveraging hybrid semantic search and AST-aware analysis.

Weather

Delivers comprehensive global weather data, including forecasts, historical records, and real-time alerts, to AI assistants without requiring API keys.

RagAlgo

Provides mathematically scored financial context and sanitized data to AI agents, preventing hallucinations by focusing on daily closed market data.

MedRecPro

Manages pharmaceutical structured product labels, providing secure access to FDA drug label data and an AI-powered chat interface.

Flame

Control Autodesk Flame with natural language using Claude Code and the Model Context Protocol.

Speak for the Trees

Investigate ecosystem health by querying public environmental data from various sources using specified geographic coordinates.