Data Science & ML MCP Servers

Pymupdf4llm

Exports PDF files to markdown format, optimized for use with Large Language Models (LLMs).

Crypto

Provides Claude AI with real-time cryptocurrency data from the CoinMarketCap API.

LSP Bridge

Empowers MCP-compatible agents with Language Server Protocol capabilities for enhanced code analysis and interaction.

Go

Implements the Model Context Protocol (MCP) in Go, enabling integration between LLM applications, external data sources, and tools.

Singapore LTA

Provides real-time access to transportation information from Singapore's Land Transport Authority (LTA) DataMall API.

Ephor Collaboration

Facilitates collaborative debates between multiple AI agents, enabling them to discuss and reach consensus on user prompts.

Simple Build

Facilitates structured messaging protocol implementation for seamless client-server communication, efficient data exchange, and real-time processing.

S3 Downloader

Enables AI models to securely interact with AWS S3 buckets by providing a standardized interface for listing buckets, listing objects, and downloading file contents.

Memory

Provides long-term memory for Large Language Models (LLMs) by implementing the Model Context Protocol (MCP).

Zerodha

Enables buying and selling stocks on a stock exchange.

Stock Analysis

Provides access to real-time and historical Indian stock data using the Yahoo Finance API.

Traits Matcher

Analyzes personalities and matches individuals to job descriptions using traits stored in SQLite databases.

Project Memory

Enables AI agents to persistently store and retrieve project information from a memory file.

Search Intent

Analyzes user search query intent using the Model Context Protocol.

MySQL

Enables AI models to interact with MySQL databases through a standardized Model Context Protocol (MCP) interface.

Calfire GIS

Provides AI models with fire damage assessment context for properties affected by the 2025 Eaton and Palisades fires in Los Angeles.

SAP Ariba Procurement

Connects large language models to live SAP Ariba Procurement data, enabling natural language querying.

Upbit

Enables interaction with the Upbit cryptocurrency exchange API for real-time market data, account management, and automated trading via Server-Sent Events (SSE).

Calc-mcp71

Exposes basic arithmetic operations as tools for Large Language Models through the Model Context Protocol.

Health & Fitness Coach

Provides a comprehensive AI-powered fitness tracking application that integrates with intelligent AI assistants via the Model Context Protocol (MCP).