Data Science & ML MCP 서버

BigQuery

Enables Large Language Models (LLMs) to understand BigQuery dataset structures and execute SQL queries.

Orm Discovery

Enables users to query and interact with tools via a command-line interface.

Axone

Exposes Axone's capabilities through the standardized Model-Context Protocol, acting as a gateway to the dataverse for AI-powered tools.

Zio-Ella

Develop Model Context Protocol (MCP) servers for AI platforms using Scala 3 and ZIO.

Mono

Enables AI assistants to retrieve Monobank statements and transaction data.

Geo

Performs geospatial calculations and coordinate system conversions.

Bocha

Enables AI agents to perform web searches via the Bocha API using the Model Context Protocol.

Modular Health NIPs

Facilitates the sharing of health and fitness metrics on the decentralized Nostr protocol with a focus on user privacy and data control.

Aggregator

Aggregates tools from multiple MCP servers into a vector database, enabling Large Language Models to efficiently search and utilize a collective set of capabilities.

Template

Provides a comprehensive Model Context Protocol (MCP) server template for Node.js with TypeScript, supporting both stdio and SSE transports.

Jij

Provides comprehensive tools to support mathematical optimization using JijModeling and quantum computing tasks with Qiskit.

Wizzy TMDB

Provides an MCP server in JavaScript to search and retrieve movie, TV show, and person information from The Movie Database (TMDB) for AI clients.

Standards

Automates AI assistants learning from user corrections to continuously update their configuration and adhere to preferred coding standards.

Skyforge

Connects AI assistants to SkySpark and Haxall building automation systems via a Model Context Protocol server.

Google Maps

Connects AI agents to Google Maps Platform APIs for real-world location intelligence, directions, geocoding, and road network data.

Gemini

Integrates Google's Gemini API, offering a direct interface for AI model interactions including text, image, and video generation.

Gobbler

Convert diverse content formats like YouTube videos, documents, web pages, and audio into structured markdown that AI systems can immediately reason about.

Webustler

Extracts clean, LLM-ready markdown content from any URL, automatically bypassing anti-bot protections like Cloudflare.

Agent Skill Loader

Exposes a static library of Claude Code Skills to dynamic AI agents via the Model Context Protocol.

Prometheus

Connects AI agents to Prometheus, enabling metric queries, alert analysis, and SRE operations through the Model Context Protocol.