Data Science & ML MCP Servers

Quant

Integrates the Model Context Protocol (MCP) with Amazon Braket for quantum computing, enabling AI assistants to interact with quantum devices.

Shopify

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

DotNet2025

Showcases an Evergine-based 3D Model Context Protocol (MCP) server interacting with an LLM-powered client for real-time 3D scene manipulation.

Weather

Provides real-time weather conditions, multi-day forecasts, and location search capabilities to AI assistants.

MCP

Builds and demonstrates an MCP (Model Context Protocol) server in Python, integrating weather alerts and conversational agents.

PDF Reader

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

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.

Python Model Server

Provides a production-ready and extensible template for building Model Context Protocol (MCP) async servers in Python.

Spotify Enhanced Music

Automate Spotify playlist curation and management with 18 smart tools for discovery, analysis, and recommendations.

Code Mode

Enables AI-driven Python code generation and secure execution by integrating large language models with the Model Context Protocol for seamless tool utilization.

Ethereum Toolkit

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

Agentic Workflows

Orchestrates multi-system AI agents for end-to-end research discovery, intelligence analysis, and automated business proposal generation.

GeminiCLI

Provides a lightweight server integrating Ollama with Gemini CLI, featuring prompt optimization, speculative decoding, and efficient task management.

CopilotKit Generative UI Framework

Build AI-powered generative user interfaces with a plug-and-play framework leveraging CopilotKit, MCP Apps, and OpenRouter, rendering interactive HTML components directly in a browser-based chat interface.

x402 Tools

Empower AI agents with private web search, content scraping, and screenshot capabilities, funded by x402 micropayments.

Calculator

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

Statelessagent

Provides local-first persistent memory for AI coding workflows, indexing notes to deliver relevant context across sessions while ensuring privacy.

Ollama Websearch

Integrates web search and content fetching capabilities into AI assistants via Ollama's hosted APIs.

Scope

Integrates the Owon/Abestop DS1102 oscilloscope into the Model Context Protocol (MCP) ecosystem, transforming it into an intelligent, AI-controllable diagnostic tool.

Wave

Access and manage call recordings, transcripts, and meeting intelligence from the Wave API.