Data Science & ML MCP Servers

Langgraph Integration

Demonstrates integrating the Model Control Protocol (MCP) with LangGraph for building AI research assistants.

SearXNG

Integrates the SearXNG API and Puppeteer to provide powerful web search and live web content processing capabilities for agentic systems.

Qdrant

Enables semantic code search by leveraging Qdrant vector database and OpenAI embeddings.

Global

Extends GitHub Copilot's capabilities by providing intelligent context compression and dynamic model routing for long-lived coding sessions.

Gmail

Connects large language models to Gmail, enabling secure email management through the Gmail API.

Gemini Google Search

Integrates Google Search with Gemini capabilities, offering real-time results and source citations for applications.

Spring AI Demo

Exposes a Model Context Protocol (MCP) service using Spring AI.

Web Search

Enables AI systems to access real-time web search capabilities.

Kafka Processor

Enables Large Language Models to interact with Kafka event streams using the Model Context Protocol.

Lichtblick

Provides clarity and a new perspective on learning the German language through an AI-powered approach.

Zerion

Provides a Model Context Protocol (MCP) server for seamless access to the Zerion API.

Trello Task Manager

Provides LLM-driven task management capabilities by integrating with Trello as an MCP Server.

Act CRM by CData

Enables AI clients to query live Act CRM data via a Model Context Protocol interface, leveraging CData JDBC Drivers.

Model Orchestrator

Orchestrates multiple machine learning models for text processing via a REST API, with all model versions tracked by Git.

Kipu

Integrates with the Kipu API to provide AI assistants and applications access to comprehensive healthcare data through a secure, standardized interface.

PayPal

Facilitates natural language querying of live PayPal data for Large Language Models through CData JDBC Drivers.

Teamwork

Enables seamless integration between Large Language Models and Teamwork.com for project management operations.

Agentic Web Protocol

Facilitates the discovery of websites and APIs for seamless interactions between AI agents.

AetherLink

Control Software Defined Radios and decode radio protocols through an AI-friendly Model Context Protocol interface.

AI Book Agent

Empowers AI assistants with intelligent access to ML textbook content for creating accurate, source-grounded documentation.