Data Science & ML MCP Servers

RandomUser

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

Marginalia

Accesses the Marginalia Search engine, focusing on independent and non-commercial web content.

Korea Weather Forecast

Provides weather forecasts for locations in South Korea using data from the Korea Meteorology Administration.

Podman AI Assistant

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

Apache HBase by CData

Exposes Apache HBase data as a read-only Model Context Protocol (MCP) server for querying via Large Language Models.

TryKitt.ai

Enables AI assistants to find and verify B2B email addresses using the TryKitt.ai API.

Weather

Provides current weather data and forecasts for the United States using the National Weather Service (NWS) API.

Lunch Money

Provides AI assistants with seamless access to Lunch Money financial data through a Model Context Protocol server.

CryptoSignal

Provides AI-powered predictions for cryptocurrency price direction and conducts comprehensive market signal analysis.

Cortex Context

Integrates Cortex Context with compatible Model Context Protocol (MCP) clients like Claude Desktop.

Gptzero

Integrate GPTZero AI detection directly into large language models that support the Model Context Protocol.

Magic

Exposes a remote MATLAB service for generating magic squares as an MCP server tool.

SearXNG

Facilitates multi-query web searches and dynamic page scraping, optimizing results for LLMs using TOON encoding.

Checkfor

Efficiently search files, delivering compact JSON results and accelerating AI-optimized refactoring workflows.

Curate Ipsum

Orchestrates graph-spectral analysis, belief revision, and synthesis loops to generate formally verified code patches.

Brain

Provides an adaptive error memory and code intelligence server, leveraging a Hebbian synapse network for cross-project learning and auto-error detection.

Database Connector Lite

Enable AI agents to connect with SQLite databases in seconds.

SecureContext

Optimizes Claude Code's context window with secure, persistent memory and advanced search capabilities, preventing credential exposure and improving agent reasoning.

Screenhand

Enables fast native desktop control for AI agents on macOS and Windows.

Amem

Provides a persistent, semantic memory layer for AI coding tools, enabling them to recall preferences, decisions, and project context across conversations.