Data Science & ML MCP Servers

Ai Chat Example

Enables users to interact with AI models using custom data sources.

SearXNG Enhanced

Enhances SearXNG with category-aware web search, website scraping, and date/time retrieval.

Server2MCP

Enables Spring Boot applications with Multi-Agent Communication Protocol (MCP) capabilities for integrating advanced AI features.

Better Qdrant

Manages Qdrant vector database collections and performs semantic searches using various embedding services.

Tavily Web Search

Enables AI models to search the web and retrieve up-to-date information using the Tavily API.

TapData

Enables Large Language Models to interact with TapData for database connection inspection, schema retrieval, and CRUD operations.

Investidor10

Fetches stock market data and indicators from the Investidor10 API using the Model Context Protocol.

Stock Analysis

Analyzes Indian stock portfolios and provides personalized recommendations using MongoDB data and the Alpha Vantage API.

Google Places

Integrates with the Google Places API to search, retrieve details, and find nearby places.

Dominican Congress

Provides access to information about the Dominican Congress, including legislative agendas, legislator activity, and new bills.

Claude Repl

Augments Claude with Python code execution, shell command capabilities, and file manipulation.

Weather

Provides real-time weather data and alerts via the National Weather Service API.

Example

Explores the Model Context Protocol (MCP), its concepts, operation, and potential future impact on AI tool integration.

UniversalDeFi AI

Executes transactions across multiple blockchains, facilitating seamless interaction and management of tokens.

Github MCP Tool

Manages and tracks machine learning model context directly within GitHub repositories.

Amadeus

Connects to the Amadeus API to enable flight search, booking, and analysis capabilities for AI assistants.

Langgraph Integration

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

Mysql

Enables AI models to interact with MySQL databases through a standardized interface.

Podman AI Assistant

Translates natural language commands into valid Podman CLI commands for container management.

FaceTron

Provides a high-performance face embedding server utilizing ONNX Runtime for scalable face recognition applications.