Data Science & ML MCP Servers

Essential

Bridges human and artificial intelligence by providing a contextual framework for AI tool integration and interaction.

Calc Tools

Provides advanced mathematical and financial calculation tools for AI code assistant integration.

YouTube Subtitles

Enables AI assistants to download and analyze YouTube video subtitles.

MaxCompute

Provides a Model Context Protocol (MCP) server implementation for Alibaba Cloud MaxCompute (ODPS).

Asymptote Image Generator

Generates precise geometric images from Asymptote code, enabling AI models to request image creation.

OpenEdu

Provides educational resources and curriculum planning support by integrating with educational APIs.

Accordo

Guides AI coding agents through structured development workflows using dynamic YAML-driven guidance.

Pierre

Provides AI-powered analysis of personal fitness data from multiple providers via an MCP server.

Context Engine

Performs comprehensive project analysis through real code parsing, AST-level component extraction, and intelligent context generation for AI coding assistants.

Usensedata China Company Query

Provides an MCP-compatible server with tools to query comprehensive Chinese company data, enabling seamless integration with large language models.

Data4Library

Provides a comprehensive Model Context Protocol server for accessing the Korean National Library API, offering over 25 specialized tools for book and library search, popular trends, and GPS-based nearby library discovery.

NFL

Manages NFL data, provides comprehensive fantasy league tools, and extracts web content for AI applications via REST and FastMCP protocols.

CSE

Provides real-time stock market data from the Colombo Stock Exchange, enabling AI assistants to access current prices and company information.

Odoo

Facilitates AI-driven automation and intelligent integrations with Odoo ERP systems, streamlining business processes and enhancing workflow management.

Knowledge

Enables AI assistants to leverage local knowledge through semantic search over multi-format documents, supported by vector storage and OCR.

Ghost

Enables AI-driven reverse engineering and process interaction by injecting an MCP server directly into target processes on Windows.

Ledger

Powers an intelligent, AI-agent-driven backend service for comprehensive accounting and ledger management.

Tiger Skills

Integrates modular skill components with any Large Language Model through the Model Context Protocol.

RLM Memory

Empowers AI agents with persistent memory, semantic file discovery, and comprehensive codebase context via a Model Context Protocol server.

Ultrade

Empowers AI trading agents with a multi-chain protocol server for managing wallets, markets, and system information through the Ultrade API.