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.

Calculate

Provides mathematical calculation services based on the MCP protocol and SymPy library, delivering symbolic computation capabilities.

Bilibili

Facilitates personalized video content selection for AI by providing access to Bilibili user data and search functionalities.

Chart

Generates charts server-side using React and Recharts, eliminating the need for a browser.

Accordo

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

Context Engine

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

TAK Server

Integrates TAK Server with AI systems to provide geospatial-aware deep research and analysis capabilities.

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.

WeMCP

Unifies AI development tools with secure OAuth, dynamic tool discovery, and seamless access for autonomous agents and coding assistants.

CSE

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

MonteWalk

Provides AI assistants with institutional-grade quantitative finance tools, including real-time market data, paper trading, risk analysis, and portfolio optimization.

Interactive Choice

Empowers AI to present choices and facilitates user selection through an interactive interface, returning the results to the AI.

Robinhood

Provides AI assistants with read-only access to Robinhood portfolio data for in-depth financial analysis and research.

RLM Memory

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

Mcacp

Bridge any Model Context Protocol (MCP) client to various Agent Client Protocol (ACP) coding agents.

Hive Memory

Provides AI coding agents with persistent, cross-project memory, maintaining context, decisions, and knowledge locally across various workspaces.

BoltzPay

Empower AI agents to make secure, multi-protocol payments for API access autonomously.

UniArticles

Aggregates and queries new research papers from multiple academic databases via a standardized API for large language model agents.