Data Science & ML MCP 서버

NTeALan Dictionaries

Provides a unified interface for managing dictionary data, articles, and user contributions for NTeALan REST APIs, designed for easy integration and extension.

Weather

Provides real-time weather data and alerts via the National Weather Service API.

Collection

Bridges Large Language Models to external tools and APIs through custom Model Context Protocol (MCP) server implementations.

Phoenix by CData

Enables querying Phoenix data from Claude Desktop through CData JDBC Drivers via a read-only Model Context Protocol (MCP) server.

PostgreSQL

Provides a Model Context Protocol server for read-only access to PostgreSQL databases, enabling LLMs to inspect schemas and execute queries.

Math

Provides a secure Model Context Protocol server for evaluating mathematical expressions with robust grammar validation and comprehensive safety features.

E-Gonghun

Provides an MCP server to access and query historical merit records and public reports of independence patriots from the Ministry of Patriots and Veterans Affairs' electronic archives.

OpenWebUI Jupyter

Integrates OpenWebUI, Jupyter Notebook with Manim, and an MCP server into a Docker environment for AI-powered code execution and mathematical visualizations.

NSIP API Client

Accesses the National Sheep Improvement Program (NSIP) Search API to retrieve comprehensive sheep breeding and genetic data.

PDF

Processes large PDF files with intelligent chunking, high-quality text extraction, and comprehensive search capabilities.

World Bank Data

Provides access to over 1000 economic and social indicators for more than 200 countries from World Bank Data360 via an MCP server.

Astrophysical App

Provides an OpenAI application and server to answer questions about astrophysical bodies by fetching real-time ephemerides.

Gollama

Enables AI assistants to interact with local Ollama models through the Model Context Protocol.

RIG

Provides a secure, audited platform for AI agents to access and manage structured tools from various SDKs, exporting them as a standardized MCP server.

ALex

Empowers AI agents with searchable access to any markdown content through discoverable resources and an embedded full-text search engine.

Legacy MongoDB

Enables AI models to safely access and analyze data from legacy MongoDB instances (versions 2.6-3.6) using a Model Context Protocol (MCP) interface.

ACDC

Enables AI agents to discover and search through local content and resources dynamically using the Model Context Protocol.

Universal Image

Provides a unified Model Context Protocol server to generate, transform, and edit images using various AI models from providers like AWS, OpenAI, and Google.

Economic Intelligence

Analyze economic data on interest rates, jobs, inflation, housing, and bank health from multiple government sources with interactive charts and stateful signal tracking.

arXiv

Connects Large Language Models (LLMs) directly to the arXiv repository for semantic paper discovery, automated citation generation, and direct PDF downloads.