Data Science & ML MCP Servers

Mongo

Enables Large Language Models (LLMs) to interact with MongoDB databases using natural language.

SQL

Enables language models and MCP-compatible clients to query PostgreSQL databases, including secure access via SSH bastion tunnels.

Elasticsearch

Enables interaction with Elasticsearch clusters, allowing for searching documents, analyzing indices, and managing the cluster via a set of tools.

Jupyter

Enables interaction between Model Context Protocol (MCP) clients and Jupyter notebooks running in JupyterLab.

Twitter Trends Analyzer

Analyzes real-time Twitter trends to identify potential business opportunities using Claude's AI capabilities.

Github Analyzer

Enables Large Language Models to analyze GitHub repositories in real-time.

Google Data Catalog by CData

Connects Google Data Catalog data to large language models (LLMs) and AI clients through a Model Context Protocol (MCP) interface.

CData SAP ByDesign

Enables large language models to query live SAP ByDesign data through a Model Context Protocol interface.

Baidu iRAG

Integrates Baidu's iRAG image generation API, allowing Model Context Protocol (MCP) clients to create images through a standardized interface.

CBCI Chatbot

Enables dynamic database querying through an LLM-powered chatbot system.

Rosbridge

Enables AI assistants to monitor and control Robot Operating System (ROS) environments through a standardized Model Context Protocol (MCP) interface.

HelloPython AI ML

Provides PyTorch AI/ML examples for Modal Context Protocol (MCP), Agent-to-Agent (A2A), RAG, and vLLM workflows, enabling reproducible and scalable pipelines for research and deployment.

Sunaba

Provides an isolated execution environment for AI agents.

DexPaprika

Provides on-demand access to real-time cryptocurrency and decentralized exchange (DEX) data for AI assistants like Claude.

Rag-with-Chromadb

Builds a versatile MCP server with RAG capabilities, supporting multiple document formats using LangChain and ChromaDB for efficient data retrieval.

Geometric RAG Engine

Leverages information geometry and statistical manifolds for high-precision, context-aware information retrieval within Retrieval-Augmented Generation (RAG) systems.

Bedrock Image

Empowers AI agents to generate, edit, and manipulate images using Stability AI models on AWS Bedrock.

Norwegian Law

Provides an AI-native interface to query 3,400 Norwegian statutes and legal documents from official sources like Lovdata and Stortinget.

Pong

Transforms the classic Pong game into a programmable environment for AI agents, exposing its engine as tools for LLM integration.

ReadyPermit

Provides AI-powered property zoning, buildability, and ADU eligibility analysis for any U.S. address through AI assistant integration.