Data Science & ML MCP Servers

Vito

Implements a Model Context Protocol (MCP) server for Retrieval-Augmented Generation (RAG) applications, supporting Qdrant and Chroma vector databases.

Salesforce Connector

Integrates large language models with Salesforce data through SOQL queries and SOSL searches.

Azure Data Catalog

Connects large language models to live Azure Data Catalog data for natural language querying.

Raiser's Edge NXT by CData

Enables Claude Desktop to query Raiser's Edge NXT data using CData JDBC Drivers.

BC Data Catalogue API

Facilitates multi-agent conversations by serving the British Columbia Data Catalogue API.

Spotipy with Dual Mode

Control Spotify playback and library directly from your terminal or through AI assistants.

AI Agent Pipeline

Routes queries by intent to document processing, weather services, or general chat, enabling modular, observable AI workflows with LangGraph, LangChain, ChromaDB, and LangSmith.

Java

Exposes Java APIs from Git repositories to AI coding assistants.

FastMCP

Integrates FastAPI with Google's Gemini AI through the Model Context Protocol (MCP) using FastMCP, enabling natural language interaction with API endpoints.

Datalake

Enables AI assistants to interact with Delta Lake tables stored in MinIO via Spark, supporting natural language data operations through the Model Context Protocol.

TimescaleDB

Enables AI assistants to interact with and analyze time-series data stored in TimescaleDB databases via the Model Context Protocol.

OCR

Enables AI Agents to perform image text recognition via the Model Context Protocol.

Telegram AI Remote Worker

Facilitate continuous, interactive control of AI agents like Claude or Cursor directly from Telegram.

Fabric

Integrates Daniel Miessler's Fabric AI patterns and strategies into your AI workflow by exposing them as an MCP server with automatic repository syncing.

Smelt

Transforms a wide array of raw documents, images, web pages, and audio into clean, structured text optimized for large language models.

Imgx

Enables AI-driven image generation and editing directly within AI coding environments and via CLI.

FDA Data

Provides access to the U.S. Food and Drug Administration's public datasets through the openFDA API.

Spiral Memory

Provides an orbital memory server for AI interfaces, scoring memories by confidence, recency, and recurrence.

Google Maps

Empower AI agents to search Google Maps, extract comprehensive business data, and generate AI-powered lead scores with personalized outreach.

Diting

Perform deep aggregated searches with parallel retrieval, LLM-powered scoring, and summarization across multiple engines.