Data Science & ML MCP Servers

Marginalia

Accesses the Marginalia Search engine, focusing on independent and non-commercial web content.

Apache HBase by CData

Exposes Apache HBase data as a read-only Model Context Protocol (MCP) server for querying via Large Language Models.

SharePoint by CData

Enables querying of live SharePoint data from Large Language Models using natural language questions.

TryKitt.ai

Enables AI assistants to find and verify B2B email addresses using the TryKitt.ai API.

DotNet2025

Showcases an Evergine-based 3D Model Context Protocol (MCP) server interacting with an LLM-powered client for real-time 3D scene manipulation.

Weather

Provides current weather data and forecasts for the United States using the National Weather Service (NWS) API.

Weather

Provides real-time weather conditions, multi-day forecasts, and location search capabilities to AI assistants.

MCP

Builds and demonstrates an MCP (Model Context Protocol) server in Python, integrating weather alerts and conversational agents.

Lunch Money

Provides AI assistants with seamless access to Lunch Money financial data through a Model Context Protocol server.

CryptoSignal

Provides AI-powered predictions for cryptocurrency price direction and conducts comprehensive market signal analysis.

Local Vector Store

Provides a lightweight vector store with TF-IDF search capabilities for various document types.

Cortex Context

Integrates Cortex Context with compatible Model Context Protocol (MCP) clients like Claude Desktop.

Gptzero

Integrate GPTZero AI detection directly into large language models that support the Model Context Protocol.

Python Model Server

Provides a production-ready and extensible template for building Model Context Protocol (MCP) async servers in Python.

Magic

Exposes a remote MATLAB service for generating magic squares as an MCP server tool.

Azure DevOps

Enables AI agents to securely query Azure DevOps data like work items, projects, and ticket statistics via a custom Model Context Protocol (MCP) server.

Code Mode

Enables AI-driven Python code generation and secure execution by integrating large language models with the Model Context Protocol for seamless tool utilization.

SearXNG

Facilitates multi-query web searches and dynamic page scraping, optimizing results for LLMs using TOON encoding.

Agentic Workflows

Orchestrates multi-system AI agents for end-to-end research discovery, intelligence analysis, and automated business proposal generation.

CopilotKit Generative UI Framework

Build AI-powered generative user interfaces with a plug-and-play framework leveraging CopilotKit, MCP Apps, and OpenRouter, rendering interactive HTML components directly in a browser-based chat interface.