Data Science & ML MCP 서버

Weather Insights

Provides weather forecasts and alerts for US locations using the Model Context Protocol.

Oracle HCM Cloud by CData

Enables connection to Oracle HCM Cloud data from Claude Desktop using CData JDBC Drivers.

RateSpot

Provides AI assistants with real-time mortgage rates and comprehensive lending information via the RateSpot.io API.

Robostats

Connects FIRST Robotics Competition (FRC) data directly to Claude Desktop or Cursor IDE for AI-powered analysis.

Memory

Enables MCP Clients to remember user information across conversations by leveraging vector search technology.

FEM Protocol

Enables secure hosted embodiment for collaborative AI, allowing guest 'minds' to inhabit 'bodies' offered by host environments through secure delegated control.

PostgreSQL

Enables large language models to inspect PostgreSQL database schemas and execute read-only queries.

YFinance Stock Server

Provides a stock price server powered by Yahoo Finance API for AI agents and clients to access real-time stock data and perform comprehensive financial analysis.

Bookmark Manager

Securely manage and organize personal web bookmarks with a modern, responsive application.

Yokatlas

Provides programmatic access to Turkish higher education data, including detailed information on bachelor's and associate degree programs.

Mock Store

Exposes a mock e-commerce store data as Model Context Protocol (MCP) tools for conversational AI agents.

Quid

Extract structured data from complex websites requiring authentication using a plugin-based web scraping framework.

System Monitor JavaScript

Provides comprehensive system information including CPU, memory, disk, network, and process data for AI agents to monitor and interact with Linux servers.

PolyAgent

Streamlines initial polymer discovery through an LLM-aided multi-toolkit approach.

ChemCP

Renders interactive 2D molecular structure diagrams from SMILES notation using RDKit.js, directly within a chat interface.

UBI Incubator Analysis

Analyzes university business incubators' performance, socio-human structures, and dynamic capabilities using a multi-theoretical framework.

Thais

Integrates Thais Hotel PMS data with AI agents, providing real-time room availability, intelligent inventory discovery, and automated mapping of complex hotel data structures via the Model Context Protocol.

TokenSpy

Provides AI agents with real-time access to a curated database of AI pitfalls and trading signals via the Model Context Protocol.

OMOPHub

Provides AI agents with instant, programmatic access to OHDSI OMOP medical vocabularies, enabling search, mapping, and navigation of millions of clinical concepts like SNOMED, ICD-10, and RxNorm.

AI Training Data Quality

Assess AI training data quality, detect bias patterns, evaluate dataset provenance, and analyze data pipeline integrity for machine learning systems.