Data Science & ML MCP Servers

Biodiversity Model Context Protocol

Serves as a server for interacting with biodiversity models.

Nsaf

Enables AI assistants to interact with the Neuro-Symbolic Autonomy Framework (NSAF) for agent self-design.

Movie Database

Offers programmatic access to a MongoDB movie database, enabling efficient querying and analysis.

Calfire GIS

Provides AI models with fire damage assessment context for properties affected by the 2025 Eaton and Palisades fires in Los Angeles.

Exa

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

Hko

Provides access to Hong Kong Observatory weather data through a FastMCP interface.

Perspective

Analyzes text for toxicity using the Perspective API within the Model Context Protocol.

Translate

Facilitates multi-language translation and text-to-speech using an MCP architecture.

Chunker

Chunks source code files and stores them in a ChromaDB vector database, including line range metadata.

File Tool

Enables AI models to perform file system operations through a standardized API.

IQA Server

Assess image quality through a server providing various analysis tools.

JExchange

Provides real-time global currency exchange rates for use by Large Language Models.

Robot

Provides a Model Context Protocol server for processing Web Ontology Language (OWL) templates generated by the Robot tool.

Dlis

Analyzes Digital Log Interchange Standard (DLIS) files to extract channel data and metadata for LLM applications.

RAE

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

K8s Assistant

Provides a natural language interface for Kubernetes troubleshooting and analysis powered by AI.

Ping Solana

Enables AI agents to interact with the Solana blockchain by providing on-chain tools through a standardized interface.