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.

Cloudant

Connects Large Language Models (LLMs) and AI clients to live Cloudant data via a Model Context Protocol (MCP) interface.

BC Data Catalogue API

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

Slack

Provides read-only access to Slack data for Large Language Models via a secure Model Context Protocol server.

Spotipy with Dual Mode

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

Java

Exposes Java APIs from Git repositories to AI coding assistants.

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.

Cookwith

Generates and transforms recipes using advanced culinary AI based on natural language descriptions and specific requirements.

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.

HAPI FHIR

Enables Large Language Models to perform generic FHIR operations on a HAPI FHIR JPA server using user-provided JWT tokens.

Aithon

Enables AI agents to discover, browse, and purchase IT, telecom, and AI services programmatically.

Smelt

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

GWAS

Integrate AI-powered access to major biological databases for genomics and bioinformatics research through a Model Context Protocol server.

Oracle

Provides AI assistants with direct, read-only access to Oracle databases, enabling intelligent data interaction.

HuangtingFlux

Reduces AI agent token usage by up to 40% through a mandatory three-stage protocol inspired by Eastern wisdom.

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.