Data Science & ML MCP Servers

StrawHatAI Dev

Facilitates rapid research and development using AI, AI Agents, and Large Language Models within a VS Code environment.

CodeRAG

Analyzes codebases and builds a comprehensive graph database using Neo4j to enable AI-powered code understanding and assistance.

Heimdall

Provides AI coding assistants with persistent, cognitive memory of specific codebases, enabling long-term learning and recall across sessions.

Chess UCI

Interfaces with UCI chess engines like Stockfish to provide chess analysis and move generation.

HK Recreation

Offers a FastMCP interface to access Hong Kong's recreation, sports, and culture data.

Pdf Processor

Processes PDF documents, extracts text, and recognizes LaTeX equations for use with AI models.

AlphaVantage Azure Function

Connects AI agents to the AlphaVantage Financial API via an Azure Function, exposing financial data as MCP tools.

Sports

Facilitates querying large sports-themed question answering datasets via the Model Context Protocol.

Zerodha Trade

Enables AI models to interact with the Zerodha trading platform.

Inspire

Enables image search using text descriptions with the Inspire backend, designed for integration with Claude Desktop.

McPortfolio

Provides 9 specialized tools for LLM-driven portfolio optimization using natural language, covering strategies from mean-variance to machine learning approaches.

Plugged.in Random Number Generator

Provides cryptographically secure random number generation for AI applications, LLMs, and other systems requiring high-quality randomness.

NexonCo

Facilitates access and analysis of clinical evidence data to support precision medicine and oncology research.

OpenVision

Enables AI assistants to analyze images using OpenRouter vision models within the Model Context Protocol ecosystem.

Food Data Central

Provides API access to the USDA's FoodData Central database via a Model Context Protocol (MCP) server.

Server Readability Parser

Extracts and transforms webpage content into clean, LLM-optimized Markdown using the Model Context Protocol.

Basic

Implements a basic MCP server using Express.js that leverages OpenRouter with GPT-4.0 as the client.

Web3 Stats

Analyzes blockchain wallet data and token information via the Dune API for AI assistants and MCP clients.

Geofs

Enables AI models to control and interact with aircraft within the GeoFS flight simulator environment.

Realtime Crypto

Provides real-time cryptocurrency data to Model Context Protocol (MCP) servers.