Data Science & ML MCP Servers

Qdrant

Stores and retrieves information from a Qdrant vector database using the Machine Control Protocol.

Neo4j

Enables natural language interaction with a Neo4j graph database through Claude Desktop.

Hands-on

Provides weather alert information for US states by leveraging the National Weather Service (NWS) API.

Facebook Ads by CData

Connects Facebook Ads data to Claude Desktop using CData JDBC Drivers through a read-only Model Context Protocol (MCP) server.

Zerion

Provides a Model Context Protocol (MCP) server for seamless access to the Zerion API.

AI Server

Empowers intelligent assistants to answer domain-specific questions by leveraging RAG-based retrieval and Pinecone vector storage on custom knowledge bases.

Poiesis

Provides seamless access to GA4GH Task Execution Service (TES) functionality, empowering AI assistants and LLMs to manage computational tasks.

File Search

Leverages AI to provide intelligent, natural language-driven file search across local directories for various document, data, and code formats.

Model Context Protocol

Provides a Model Context Protocol server integrated with the Tavily API for robust web search functionalities.

MedX

Enables AI agents to access medical AI capabilities via a RESTful API, facilitating advanced diagnostic support and personalized healthcare.

Homello

Facilitates LLM integration with the Homello real-estate platform via the Model Context Protocol.

Reviewer

Integrates AI code review capabilities for GitHub and GitLab pull and merge requests.

Ant Design

Extracts and structures Ant Design v4 component documentation into JSON for AI agent analysis.

Shopping Assistant

Integrates a LangGraph agent with ChatGPT Enterprise via a standardized Model Context Protocol server.

ArXiv Paper

Access and parse scientific papers from arXiv, supporting Model Context Protocol for AI integration.

TuneIt

Automates resume tailoring and job application preparation through AI-powered formatting, customization, and saving tools.

Loop for Unity

Empowers AI agents to perform any action within the Unity Editor using its comprehensive API.

Preflight

Enhances Claude Code prompt quality by preventing vague instructions, leveraging session history for context, and verifying code changes.

ThruAI

Enables AI assistants to discover and utilize ThruAI's comprehensive voice AI capabilities via the Model Context Protocol.

OathScore

Monitors and rates the quality of data APIs while providing real-time market state information for AI trading agents.