Data Science & ML MCP 서버

Multi-API Server

Bridges AI/LLMs with multiple real-world APIs, providing a standardized interface for interacting with external services.

Hacker News

Provides AI agents with access to Hacker News data via the Model Context Protocol.

Amazon Marketplace

Enables Large Language Models (LLMs) like Claude Desktop to query live Amazon Marketplace data through a standardized Model Context Protocol (MCP) interface.

Jina AI

Integrates Jina's advanced AI APIs for web content extraction, search, and semantic processing into a remote Model Context Protocol (MCP) server.

RAG HCSRL

Builds a comprehensive Retrieval-Augmented Generation (RAG) system with a local vector database for AI assistant integration.

Agricultural AI

Orchestrates agricultural intelligence by providing real-time crop price data and web search capabilities for AI chatbots, leveraging intelligent Docker MCP Gateway integration for dynamic tool routing and management.

Gemini Image

Generate and edit images with AI using Google's Gemini 2.5 Flash Image API.

Binance Cryptocurrency

Provides AI agents with real-time access to Binance cryptocurrency market data.

CTPP

Integrates Census Transportation Planning Products (CTPP) API data into AI assistants for detailed commuting and journey-to-work insights.

1001 Albums Generator

Enables AI assistants to interact with a user's 1001 Albums Generator listening history and community data through the Model Context Protocol.

HederaToolbox

Provides AI agents with structured, metered access to the Hedera Network and its ecosystem, featuring 20 tools and pay-per-call HBAR payments.

Video Analyzer

Intelligently analyzes video content by performing multi-platform video downloads, audio transcription, smart frame extraction, image recognition, and comprehensive content summarization.

Observability

Connect AI assistants to Grafana/Loki for log queries and Thanos/Prometheus for metric queries using Model Context Protocol (MCP) servers.

Watsonx Visualization

Automate data visualization and analysis with intelligent chart selection and comprehensive insights for seamless integration with IBM Watsonx Orchestrate.

Diting

Perform deep aggregated searches across multiple engines with parallel retrieval, intelligent LLM scoring, multi-round iteration, and summarization.

Crypto Data

Provides real-time cryptocurrency data to AI coding tools, including live prices, market overviews, token information, and historical charts.

Bridge

Facilitates shared conversation threads between Claude and Codex CLI models, leveraging local SQLite for context without requiring API keys.

StoryLenses

Generates AI-powered, narrative-driven cover letters for job applications by analyzing job postings and matching candidate profiles.

Aptos Oracle

Provides AI-powered intelligence and agent tools for the Aptos blockchain ecosystem.

Venum

Provides a stable tool surface for Solana execution primitives, enabling coding and trading agents to interact with prices, pools, quotes, and manage swaps.