Data Science & ML MCP Servers

Weather

Provides current weather information for any location via a Model Context Protocol (MCP) server.

Formula-1

Provides a language model wrapper for analyzing Formula 1 data, leveraging the Fast-F1 library.

Enhanced Filesystem

Extends the Model Context Protocol (MCP) filesystem server with robust file operations and secure command execution capabilities.

Crypto Data & Trading Connectors

Connects AI systems to real-time cryptocurrency data and trading platforms through standardized Model Context Protocol servers.

AI Content Categorization

Leverages AI to categorize, tag, and enhance educational course content.

Veo 3

Generates high-quality videos from text prompts or images using Google's Veo 3 and Gemini APIs, featuring realistic motion and audio.

Epics

Provides a Python-based server to interact with Experimental Physics and Industrial Control System (EPICS) process variables, enabling retrieval, setting, and detailed information fetching of PVs.

Agentic Executables

Empowers AI agents to autonomously manage library installation, configuration, and usage across any programming language by treating libraries as executable programs.

Plots

Generates various data visualizations, including line, bar, and pie charts, from raw data and outputs them in formats like Mermaid diagrams, PNG images, or base64 text.

Droit Français

Provides a unified interface to query public French legal APIs, offering access to legislation, jurisprudence, and official documents for integration with large language models.

MCPower

Transforms documents into searchable knowledge bases with AI-powered semantic search.

LoreKeeper

Provides fast, cached access to comprehensive Dungeons & Dragons 5th Edition data for AI assistants and information lookup.

Personal RAG

Share personal context from documents, notes, and conversations across various AI environments and applications.

Google Drive for Gemini CLI

Enables Google Gemini CLI to access and read native Google Drive documents (GDocs, GSheets, GSlides) accessible via the Windows virtual drive.

Pickaxe

Connects AI assistants like Claude to the Pickaxe platform, enabling natural language management of AI agents, knowledge bases, users, and analytics.

Claude Code Skills Sandbox

Orchestrates one-click development workflows for Claude Code, packaging AI capabilities as Skills within isolated sandbox environments.

AWS Gateway

Provides a secure, unified Model Context Protocol (MCP) gateway to democratize AI agent access to AWS resources.

MTG

Serves AI assistants with comprehensive Magic: The Gathering data, offering card details, rules, recommendations, combo insights, and advanced deck generation capabilities.

U2

Connects AI assistants like Claude to Rocket Universe and UniData MultiValue databases using natural language queries.

Hyperpolymath

Explores polyglot software architecture through 307 repositories, focusing on 40+ languages, neurosymbolic AI, and formal verification.