Data Science & ML MCP Servers

Trading Bot

Automates cryptocurrency trading with real-time market data, technical analysis, and intelligent trade execution.

Igloo

Provides a standalone server for Snowflake operations, enabling agentic native workflows with AI assistants.

Webcrawl

Connects web crawler data and archives to AI language models using the Model Context Protocol.

Image Tools

Empowers AI agents with specialized capabilities for precise image analysis, including exact measurements, detailed color extraction, and advanced text and shape detection.

Datasette

Provides read-only access to Datasette databases for AI assistants via the Model Context Protocol.

PDF Reader

Extracts and processes content, metadata, and specific pages from PDF documents following the Model Context Protocol (MCP) specification.

Food Nutrition

Provides a comprehensive server infrastructure for food and nutrition intelligence, offering tools for data retrieval, meal planning, and dietary analysis.

Crocodile Conservation Predictor

Predicts crocodile conservation status using machine learning algorithms via a web application and terminal-based LLM interactions.

Weave

Manages collections and documents in various vector databases, including Weaviate and Milvus, through a Model Context Protocol (MCP) server.

Flux Image Generator

Generates images from text prompts using the Black Forest Lab's FLUX model.

MCP Tools

Provides AI-powered tools for web search, mathematical calculations, and tech news aggregation using the Machine Communication Protocol.

Project Memory

Enables AI agents to persistently store and retrieve project information from a memory file.

Quickstart

Facilitates understanding and experimentation with the Model Context Protocol (MCP) by providing custom server and client implementations integrated with a Large Language Model.

Gemini

Enables AI-powered image processing through a Gemini 2.5 Flash-based MCP server.

Groww

Integrate Groww trading platform functionalities into LLM applications, enabling automated order placement, portfolio management, and real-time market data access.

Modular Chatbot

Orchestrates a modular chatbot leveraging LangChain MCP to perform math calculations, fetch real-time weather data, and conduct web searches.

Gateway

Manages and registers Model Context Protocol services to facilitate AI agent interactions.

Cold Email Assistant

Automates cold email outreach for job applications by parsing job postings, generating personalized messages, and managing email drafts or direct sending.

Engram

Equip AI agents with a trusted memory to recall past conversations, facts, and decisions, fostering more intelligent and continuous interactions.

Smooth Ocean

Provides AI-powered developer support for debugging Django and MySQL applications through a multi-agent pipeline.