Data Science & ML MCP Servers

WinTerm

Enables AI models to programmatically interact with the Windows command line interface.

Gemini Image

Leverages Google Gemini to provide AI-powered image generation and editing capabilities through an MCP protocol.

Databricks

Provides a server interface for programmatic interaction with Databricks.

DataBridge

Enables AI assistants to read and summarize local CSV and Parquet data files through natural language interfaces.

Agent Proxy System

Manages Model Context Protocol (MCP) interactions with a central proxy, intelligent agent, and a suite of mock services for seamless AI development and integration.

101

Provides a hands-on environment for exploring MCP functionality using a Python SDK and local LLM integration via Ollama.

API Registry

Discover, register, and manage external API endpoints through an AI-powered chat interface within Databricks Apps.

Google Air Quality

Integrates with Google's Air Quality API to provide real-time data, forecasts, historical information, and heatmap visualizations.

ZSearch

Provides a command-line interface and MCP server to access Z.AI's advanced AI capabilities for agents and automation.

Chart Canvas

Facilitates the creation of interactive charts, diagrams, and tables from AI conversations via a real-time dashboard.

SkinGuide

Offers structured access to skincare product search and Baumann skin type information for AI agents.

The Button Heist

Provides programmatic control over iOS applications, allowing AI agents and human users to inspect UI, tap, swipe, type, and navigate.

FileSystem

Exposes filesystem operations as AI-accessible tools, enabling external systems to safely interact with local files.

Irish Law

Provides AI-readable access to 3,972 Irish statutes and 91,528 legal provisions for comprehensive legal research and compliance.

Statbotics

Provides access to the Statbotics API for FIRST Robotics Competition statistical data and predictions, enabling AI assistants to retrieve FRC team ratings, event analytics, and match insights.

Symbols

Provides documentation search and framework reference for AI coding assistants to facilitate Symbols.app development.

CryptoAlerts

Provides real-time cryptocurrency price alerts and an AI-powered chat assistant for market monitoring.

PowerBI

Enables programmatic interaction with PowerBI data models and reports using natural language.

Unified Audio Server

Provides a unified web server for speech-to-text transcription and text-to-speech synthesis, including speaker diarization.

Agent Memory

Provides a robust memory layer for autonomous agents with provenance tracking, decay-weighted recall, and feedback-driven learning.