Data Science & ML MCP Servers

IB Analytics

Provides comprehensive portfolio analytics for Interactive Brokers accounts, integrating with the Flex Query API for automated data fetching and generating rich reports.

ShivonAI

Integrates AI recruitment tools with popular AI agent frameworks, enabling access to custom hiring functionalities.

AICalendar

Manages calendar events with artificial intelligence capabilities.

NexDialogue

Provides a fast, AI-powered backend for e-commerce, enabling text-to-image, text-to-text search, and product filtering using advanced multimodal embeddings.

Chatbot

Builds versatile and intelligent chatbots leveraging advanced LangGraph concepts for enhanced conversational capabilities and tool integration.

Local LLM Chat

Builds a local LLM chat application leveraging Ollama, FastAPI, and Gradio to validate Model Control Protocol (MCP) implementation patterns.

Name Origin Predictor

Predicts the origin of names using the Nationalize.io API through an MCP (Model Context Protocol) server.

IBHack

Orchestrates intelligent tool discovery and recommendation from Python directories using Google Gemini AI.

Practice Js

Provides weather information tools for AI assistants via a Model Context Protocol (MCP) server implementation in TypeScript.

Snowflake Cortex

Integrates Snowflake Cortex Agents with Model Context Protocol clients for enhanced AI development.

Spring AI Demo

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

Oura Ring

Provides access to Oura Ring health and fitness data through the Oura API v2 for consumption by Model Context Protocol (MCP) clients.

MathViz

Transforms mathematical problem descriptions into visual plots using AI.

RandomUser

Provides enhanced access to the randomuser.me API with custom formatting, password generation, and weighted nationality distribution.

Octave

Enables non-interactive execution of Octave scripts via the Model Context Protocol (MCP).

AgentGo

Provides blockchain identity authentication, agent scoring, and market data analysis for AI agents via the MCP protocol.

Multi-Service

Integrates ArXiv research papers and sequential thinking tools with AI assistants, enabling enhanced information retrieval and dynamic problem-solving.

Server Practice 2

Implements Model Context Protocol (MCP) servers for LinkedIn profile scraping and weather data retrieval.

Notion Anki

Automates the generation of Anki flashcards from Notion pages, converting toggle blocks into structured cards using AI and real-time import via AnkiConnect.

Local Stt

Provides fast and private local speech-to-text transcription using whisper.cpp, optimized for Apple Silicon devices.