Data Science & ML MCP Servers

Together Image Generation

Enables high-quality image generation using the Flux.1 Schnell model via the Together AI platform.

IETF Document Server

Provides access to IETF RFC documents for Large Language Models via the Model Context Protocol.

BloodHound

Analyzes and visualizes complex network relationships within Active Directory environments.

DataGovMy

Exposes Malaysian government datasets as Model Context Protocol (MCP) tools for AI agents and developer tools.

GitLab API

Provides a Pythonic wrapper for the GitLab API and functions as an MCP Server for agentic AI to manage GitLab resources.

Tdengine Query

Enables read-only queries for TDengine databases, allowing AI assistants to explore data and database structures.

Unity Ollama

Automates Unity workflows and manipulates assets using local large language models via Ollama.

Etabs Documentation Assistant

Enables semantic search of user-provided ETABS documentation using local embeddings and a Model Context Protocol (MCP) server.

Codebase RAG

Enables semantic codebase search and file retrieval through embeddings and a PostgreSQL database.

Google Earth Engine

Enables natural language querying of Google Earth Engine datasets, task execution, and visualization within chat interfaces.

Grok AI Image Generator

Connects to the xAI/Grok image generation API, providing endpoints for text and image analysis using Grok models.

Rhino

Enables Claude AI to interact with and control Rhino3D for AI-assisted 3D modeling workflows via the Model Context Protocol.

Deep Research

Conducts comprehensive research using a multi-agent architecture, integrating OpenAI API-compatible large language models and external MCP tools.

Video Recognition

Analyze images, audio, and videos using Google's Gemini AI.

YouTube

Provides token-optimized, structured data for LLMs from the YouTube Data API v3.

ChatterBox

Enables AI agents to interact with online meetings and generate meeting summaries.

BioNext

Enables complex bioinformatics analysis using natural language prompts via Claude Desktop, eliminating the need for programming.

Reactome

Provides access to Reactome pathway and systems biology data through a Model Context Protocol server.

Pacman

Enables LLMs to search and retrieve information from various package repositories.

Google Cloud Healthcare API

Provides healthcare tools for interacting with FHIR resources on Google Cloud Healthcare API and public medical research APIs.