Data Science & ML MCP Servers

MonkDB

Facilitates data management and interaction with AI agents as a server for MonkDB.

Google Sheets

Facilitates interaction with Google Sheets using the Model Context Protocol.

Stripe by CData

Enables querying live Stripe data with natural language via CData JDBC Driver and Model Context Protocol (MCP).

Cntx UI

Bundles and organizes project files for AI development workflows, offering a web UI and Model Context Protocol (MCP) server for seamless LLM consumption.

Petstore

Provides a comprehensive Model Context Protocol implementation for the Swagger Petstore API, including both server and client systems for seamless agent integration.

Yahoo Finance

Provides comprehensive financial data, including real-time market information, historical prices, and economic indicators from Yahoo Finance.

ContextHub

Connects data warehouses to AI assistants and agents, enhancing LLM understanding of data structure and business context.

PomPom-AI

Provides persistent, intelligent memory capabilities for AI assistants, enabling personalized and context-aware interactions.

Resume Scorer

Facilitates secure and contextual access for AI models to external tools and data, demonstrated through an AI-powered resume scoring application.

OptionsFlow

Provides advanced options analysis and strategy evaluation through Yahoo Finance, enabling LLMs to process options chain data.

Financial Modeling Prep

Empowers AI assistants to access and analyze comprehensive financial data, stock information, company fundamentals, and market insights.

Database

Provides a production-ready Model Context Protocol interface for SQL databases, enabling AI agents to interact with MySQL, MariaDB, PostgreSQL, and SQLite.

Swiss Health

Provides AI assistants with direct access to over 1.6 million Swiss health insurance premium records from 55 insurers across 11 years (2016-2026).

Agent Playground

Experiment with AI agent architectures, LLM integrations, and API routing using a modular Python playground.

Bluesky

Enables AI agents to connect and interact efficiently on the Bluesky social network, featuring optimized context handling and Windows compatibility.

Calculator

Performs precise decimal arithmetic for AI agents over HTTP and standard I/O.

Sentinel Signal

Provides a local tool connector for AI agents to interact with the Sentinel Signal API for scoring, limits, usage, and feedback.

Ukrainian Law

Provides an AI-readable database of Ukrainian legislation for legal research and cybersecurity compliance.

iFlow

Empowers AI agents with core modules and skills for desktop automation, browser control, multi-agent collaboration, memory systems, and secure communication channels.

MSP Music Pipeline

Automates AI-powered audio production from raw tracks to streaming-ready masters.