Data Science & ML MCP Servers

Lightdash

Provides a Model Context Protocol (MCP) server for accessing Lightdash's API, enabling AI assistants to interact with Lightdash data.

Elastic

Facilitates natural language interaction with Elasticsearch clusters via the Model Context Protocol.

AI Use Cases

Collects, analyzes, and manages AI use case data from diverse information sources.

Custom

Establishes a bridge between Model Context Protocol clients and local, OpenAI-compatible Large Language Model services.

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.

AI Diagram Prototype Generator

Automate the creation of AI-driven diagrams and prototypes in various formats, integrating advanced language models to meet specific requirements.

Snowflake Data Agent

Provides an intelligent, agent-driven system for advanced data analysis and querying within Snowflake environments.

Databricks

Exposes Databricks functionality as a Model Completion Protocol (MCP) server, enabling LLM-powered tools to interact with Databricks resources.

N8n

Enables AI assistants to access comprehensive n8n node documentation, properties, and operations via a Model Context Protocol server.

UiPath

Integrates UiPath Robotic Process Automation (RPA) platform with Generative AI applications via the Model Context Protocol.

When2Work

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

Word Cloud

Generates customizable word clouds from text using AI, supporting various design options and secure data handling.

Claudex Strava

Connects Claude to Strava fitness data, enabling natural language queries about your training history.

WeatherOracle

Provides comprehensive real-time and historical weather intelligence, including forecasts, air quality, and marine conditions, through a suite of 10 specialized tools.

AccuWeather

Integrates real-time weather information from AccuWeather into Model Context Protocol (MCP) clients and AI applications.

Local

Routes calls from tools, CLI prompts, and dashboard interactions to local, OpenAI-compatible MLX model servers on Mac.

IM for Agents

Enables cross-framework multi-agent collaboration by connecting diverse AI tools and models to shared, persistent conversation rooms.

Automatised Pipeline

Indexes Rust, Python, and TypeScript codebases into a structured property graph, resolving internal dependencies and enabling advanced queries for AI agents.

Toktrim

Minifies verbose command-line output for AI agents, providing compact, structured JSON to save tokens and highlight actionable data.

PushCI

Automate AI-native, zero-config CI/CD pipelines directly on your local machine, integrated with AI agents for autonomous operation.