Data Science & ML MCP Servers

Artemis

Provides tools for interacting with the Artemis API and generating formulas for crypto data analysis.

DynamoDB Read-Only

Enables querying of AWS DynamoDB databases using natural language requests via the Model Context Protocol (MCP).

Owl

Provides a simple server for managing OWL ontologies via a clean API.

Whissle

Provides access to Whissle API endpoints for speech-to-text, diarization, translation, and text summarization.

Jarvis

Provides a zero-friction Model Context Protocol (MCP) server that safely and deterministically connects AI agents to the real operating system with high performance.

Oracle DB Context

Enables AI assistants to understand and interact with large Oracle databases by providing targeted, contextual schema information.

GIMP

Integrates GIMP 3 with the Model Context Protocol, enabling external AI models and applications to remotely control the image manipulation program.

Crawl4AI RAG

Provides advanced web crawling and Retrieval-Augmented Generation (RAG) capabilities for AI agents and coding assistants.

Database

Enables Spring AI models to execute SQL queries across various database systems.

Governed RAG AI

Orchestrates secure Retrieval-Augmented Generation (RAG) with role-based access control, ensuring sensitive data protection and compliance for enterprise knowledge bases.

Anylist

Integrates the AnyList shopping list service with language models through a local Model Context Protocol server.

Chart Option

Dynamically generates chart configuration options for various charting libraries based on input data.

AnyRest

Bridges the gap between large language models (LLMs) and existing RESTful business systems by providing a generic Model Context Protocol (MCP) server.

Bevy Docs Search

Indexes Bevy documentation, embeds it into a vector database, and enables similarity search for queries.

SQLTools

Provides a unified Model Context Protocol (MCP) server for AI agents to seamlessly interact with multiple SQL databases including MySQL, PostgreSQL, MSSQL, DM8, and SQLite.

Qdrant

Connects Large Language Models (LLMs) to Qdrant vector databases, enabling semantic search and retrieval through the Model Context Protocol.

Propbar

Provides comprehensive UK property research tools for AI assistants, enabling property search, area analysis, and automated valuation models.

R3

Provides an intelligent memory management system for AI applications, featuring fast local caching and advanced AI intelligence.

Ordinals

Provides multi-API access to Bitcoin Ordinals inscriptions, runes, BRC-20 tokens, collections, marketplace data, and rare sats.

Better Search Console

Integrate Google Search Console data into a local SQLite database for advanced querying and dashboard generation within Claude Desktop.