Data Science & ML Servidores MCP

Samtools

Standardizes the interface for working with SAM/BAM/CRAM files through a Model Control Protocol implementation.

Grobid

Extracts information from scholarly documents using machine learning.

Mailchimp by CData

Enables querying live Mailchimp data using natural language questions within LLMs like Claude Desktop.

Okta

Connects to Okta data via the Model Context Protocol (MCP) to enable natural language queries from Large Language Models (LLMs).

Server Agent

Enables an AI agent to manipulate a SQL database for retail car management.

Infer

Enables AI Copilot tools to securely interact with SSH and PostgreSQL resources through policy-driven access controls.

ManualMind

Provides AI-powered natural language search and query capabilities for user manuals and documents.

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.

Z-Image-Turbo

Generate high-quality images rapidly from text prompts using an intuitive web interface.

Memory

Manages and compacts an agent's local memory logs using an embedded database and AI embeddings.

Wzrdbrain

Generates physics-aware inline skating trick combinations, modeling moves as state transitions to ensure executable and naturally flowing sequences.

Cerebrus Pulse

Delivers real-time crypto intelligence, offering technical analysis, market sentiment, and funding rates for Hyperliquid perpetuals to AI agents via x402 USDC micropayments on Base.

Pandemic Biosurveillance

Aggregates biosurveillance intelligence for disease outbreak data, pathogen tracking, epidemiological trends, and pandemic preparedness indicators.

Arena

Orchestrates multi-agent AI competitions and collaborations for tasks like debates, code reviews, and red-team challenges across various AI models.

Transition

Provides AI-powered, personalized multisport coaching with adaptive training plans and performance analysis for triathletes, runners, and cyclists.

SRU

Searches global library catalogs using the open SRU (Search/Retrieve via URL) protocol, requiring no API keys.

OSINT

Exposes 64 Open-Source Intelligence (OSINT) tools as a Model Context Protocol server for AI agent consumption.

Shopify

Provides read-only access to Shopify Admin API data, including products, orders, customers, and shop information, with multi-store support.

GoldenCheck

Discovers and enforces data validation rules directly from your data, automating data quality checks without manual rule creation.