Data Science & ML MCP Servers

Flux Image Generator

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

My Mac

Exposes Mac system information via a local API for access by AI assistants.

Webcrawl

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

MCP Tools

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

HAPI

Interfaces with FHIR servers to retrieve healthcare data using natural language queries.

Food Nutrition

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

Jinko

Provides an MCP server that facilitates access to a vast hotel network with shopping and booking capabilities for AI applications.

Weave

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

Igloo

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

Trading Bot

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

Ghidra

Integrates AI assistance with Ghidra for enhanced binary analysis through the Model Context Protocol.

FullStack Hub

Provides a comprehensive toolkit unifying 50+ free tools, a built-in RAG system, and a GUI, all designed to run out-of-the-box with various LLM clients.

IBM Z

Integrates IBM Z mainframe capabilities, including Key Protect HSM and z/OS Connect, with AI platforms through the Model Context Protocol.

Open-NueChat

Provides a full-featured, open-source LLM chat platform with advanced agentic capabilities, dynamic tools, and customizable filter chains.

Ghost

Transforms any website into structured, callable tools for AI agents, enabling direct interaction and data extraction without code or cloud services.

Claude Prompt Optimizer

Reduces Claude API cost by compiling and optimizing prompts for maximum impact and minimum token usage.

Gnosys

Empowers AI agents with LLM-native persistent memory stored as atomic markdown files for long-term knowledge retention across sessions.

Mac Screenshot

Captures the entire macOS screen and saves it as a PNG file, integrating seamlessly with Model Context Protocol clients.

X402 Search

Empower AI agents to discover and interact with over 13,000 x402-enabled HTTP APIs dynamically.

Slurm

Enables AI coding assistants to directly interact with Slurm High-Performance Computing clusters.