Data Science & ML MCP Servers

Usgs Quakes

Queries the USGS Earthquake API using natural language through a Model Context Protocol (MCP) server.

Lotus

Integrates Mistral and Gemini AI models into a modernized Model Context Protocol (MCP) for improved performance and functionality.

Mongo

Connects Large Language Models to MongoDB databases for CRUD operations using natural language.

Qdrant Enhanced

Provides an enhanced Model Context Protocol server for Qdrant, enabling robust vector memory management with advanced performance and deployment features.

AI EchoBot

Engage in real-time AI conversations powered by multiple language models and access live weather updates through an integrated widget.

LlamaIndex SQLite Bridge

Integrates Model Context Protocol (MCP) servers with SQLite databases, enabling natural language interactions via LlamaIndex and Ollama-powered clients.

RESTful API

Connects Large Language Models to external REST APIs via the Model Context Protocol, facilitating interaction with JSON Server and general RESTful services.

YouTube Knowledge

Transforms YouTube into a queryable knowledge source, powering AI workflows and detailed content analysis.

Snowflake Cortex AI

Integrates Snowflake Cortex AI features, including search, analyst, and agent capabilities, into the Model Context Protocol ecosystem for AI clients.

Model Control Demo

Provides a robust WebSocket-based server for managing AI model requests and responses via the Model Control Protocol.

MSSQL

Enables AI assistants to interact with both local SQL Server and Azure SQL Database through natural language.

PBIXRay

Exposes Power BI file analysis capabilities via the Model Context Protocol for interaction with LLM clients.

STDF

Enables Large Language Models to efficiently access, analyze, and extract information from STDF-V4 files used in semiconductor testing.

AIDomesticCoreAIJ

Establishes a foundational AI kernel to serve as the execution, reasoning, orchestration, and governance core for domestic, enterprise, and sovereign AI systems.

Chart Canvas

Facilitates the creation of interactive charts, diagrams, and tables from AI conversations via a real-time dashboard.

Comfy UI Builder

Facilitates seamless integration and programmatic control of ComfyUI workflows, offering node discovery, dynamic workflow building, and real-time execution for AI agents.

IBM i Connector

Facilitates intelligent application integration with AS400/IBM i systems.

Agriculture

Supplies AI agents with comprehensive agriculture and farming data including soil conditions, crop weather, climate history, and global statistics.

Sovereign Debt Contagion

Orchestrates international data sources to provide a composite sovereign risk verdict and actionable recommendations for financial professionals.

Petro

Exposes petroleum engineering data and tools to Large Language Models (LLMs) for natural language interaction.