Data Science & ML MCP Servers

Shopify

Connects to a Shopify store and retrieves product and customer information.

ZenFeed

Enhance RSS feeds with AI to deliver personalized content and real-time monitoring.

Crypto Price Tracker

Tracks cryptocurrency prices, manages a watchlist, and exports data to Google Sheets using the Coingecko API.

PDF Reader

Provides comprehensive PDF processing capabilities, including advanced academic analysis and content extraction, optimized for agent understanding.

Minecraft Bot

Enables AI assistants to programmatically control a Minecraft bot through a clean, extensible interface using the Model Context Protocol.

Weather

Integrates the National Weather Service API to provide real-time weather forecasts and alerts to AI clients.

Ollama Agent

Empowers local AI agents to provide intelligent responses and execute tools directly on your machine via a global CLI, ensuring privacy and local inference.

Finizi

Provides a Model Context Protocol server to integrate AI assistants with the Finizi B4B API for comprehensive business entity, invoice, vendor, and product management.

Desktop Tools

Provides a minimal Model Context Protocol server and CLI for inspecting source trees and managing workspaces using ripgrep and Git.

Handsai

Enables Large Language Models (LLMs) to dynamically discover and execute API tools through a unified Model-facing Controller Protocol (MCP) interface.

Excel

Enables AI agents to create, read, and modify Excel workbooks without requiring Microsoft Excel to be installed.

Multi

Connects LLM applications to external data sources and tools across multiple programming languages.

Ethereum Toolkit

Provide real-time read-only access to Ethereum blockchain data for AI and LLM agents via MCP servers or a RESTful API.

Axiom

Empowers Large Language Models with high-precision symbolic mathematics, differential equations, and financial time-series analysis capabilities.

Calculator

Provides a comprehensive set of mathematical and logical operations accessible as tools via an MCP server.

When2Work

Provides a Model Context Protocol (MCP) server for integrating When2Work scheduling API data, making it accessible for AI assistants.

FastBCP

Exposes FastBCP functionality for high-performance data export from databases to various file formats and cloud storage targets.

Motus

Empower users with AI-driven DeFi operations on Solana via a full-stack React Native mobile application, enabling token swaps, price checks, portfolio management, and automated trading strategies.

Pantion

Guides AI agents through a structured dialog to converge on precise software specifications, eliminating silent defaults and reducing post-generation correction loops.

Cntx UI

Transforms codebases into searchable, structured context for AI agents, enabling efficient navigation and consumption by LLMs.