Data Science & ML MCP Servers

Weather

Retrieves weather alerts and forecasts using the National Weather Service API.

MongoDB by CData

Exposes MongoDB data to LLMs like Claude Desktop through a read-only Model Context Protocol (MCP) server, leveraging CData JDBC Drivers.

YouTube Channel Analyzer

Analyzes YouTube channels to determine their activity level and overall health.

Oracle HCM Cloud by CData

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

AI Memory

Manages AI context by storing and retrieving semantic memory across sessions, enhancing AI knowledge retention.

Ethereum

Enables AI agents to query balances, fetch token prices, and build simulated token swaps on the Ethereum blockchain.

Mock Store

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

Robot Control

Enables natural language interaction for controlling robotic arms using large language models and the Model Context Protocol.

LPDP FAQ Assistant

Answers frequently asked questions about LPDP scholarship disbursement by leveraging Retrieval Augmented Generation.

Vertex Search Snippets

Integrates Vertex AI Search into an MCP server to retrieve configurable document snippets and extractive segments for discovery.

OpenWeather One Call 3

Integrates OpenWeather One Call API 3.0 to deliver current, forecast, and historical weather data for any location.

Rundeck

Integrates Rundeck with Generative AI applications to enhance runbook automation and job scheduling capabilities.

Stump

Generates compact, token-efficient directory tree visualizations optimized for large language model consumption.

RLM Knowledge Base

Empower LLM agents with direct, intelligent access to enterprise documents through a local, recursive language model knowledge base.

Fetch URL

Fetches public web pages, extracts meaningful content using Mozilla Readability, and transforms it into AI-optimized Markdown.

Japan News

Access and summarize Japanese financial and business news from multiple RSS feeds without API keys.

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.

Denue

Enables AI agents to search and count economic units in Mexico using INEGI's DENUE API.

LM Studio

Bridges Claude with locally running LLM models via LM Studio, enabling communication and generation capabilities.

City Data

Enables querying and comparing diverse public data across multiple US cities, covering demographics, economics, crime, and employment.