Data Science & ML MCPサーバー

Weather

Provides weather data using the Open-Meteo API, enabling AI assistants to retrieve current conditions and forecasts globally.

Northwind FastAPI Example

Enables Large Language Models to connect and interact with REST APIs by exposing data through a Model Context Protocol endpoint.

Figma Tools

Provides a Model Context Protocol (MCP) server for systematically extracting and organizing Figma design files at the page level.

Lumina Docs

Manages intelligent structured documents to prevent token overflow in large language models and ensure content consistency.

Local LLM Chat

Builds a local LLM chat application leveraging Ollama, FastAPI, and Gradio to validate Model Control Protocol (MCP) implementation patterns.

Lightdash

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

Hugging Face

Provides access to the Hugging Face datasets API for comprehensive querying, exploration, and analysis.

BigQuery

Enables querying of BigQuery tables using MCP.

Open Food Facts

Provides AI assistants with access to the Open Food Facts database for detailed food product information, nutritional data, and environmental scores.

Hacker News

Provides AI assistants access to Hacker News data by acting as a bridge to its API.

Weather

Provides real-time weather data and forecasts to AI models and language assistants through an API.

Tool Server

Provides a scalable, auto-discovering server foundation for offering external functionalities to Large Language Models.

Biodiversity Model Context Protocol

Serves as a server for interacting with biodiversity models.

Enhanced Filesystem

Extends the Model Context Protocol (MCP) filesystem server with robust file operations and secure command execution capabilities.

Hugging Face Hub

Provides programmatic access to the Hugging Face Hub API for querying models, datasets, and their associated metadata.

Postgres

Provides read-only access to PostgreSQL databases for LLMs, enabling schema inspection and query execution.

Gollama

Interacts with GitHub as a chatbot.

Google Drive by CData

Connects Claude Desktop to Google Drive data through CData JDBC Drivers.

Weather

Exposes weather-related functionalities as modular tools for AI agents and LLMs via a simple server.

Spotr

Augments Claude with fitness coaching capabilities by providing access to coaching data and storing generated fitness programs.