Data Science & ML MCPサーバー

SlimContext

Provides AI chat history compression tools for Model Context Protocol-compatible clients.

FDIC BankFind

Wraps the FDIC Bank Find API as a Model Context Protocol (MCP) server.

Newsbang

Accesses real-time news intelligence and analysis via an MCP server.

Verodat

Integrates Verodat's data management capabilities with AI systems like Claude Desktop using the Model Context Protocol.

Bitcoin

Tracks Bitcoin prices using CoinGecko APIs within a Spring Boot environment.

Ciqual

Provides SQL access to the comprehensive ANSES Ciqual French food composition and nutritional database.

Stock Analysis

Analyzes Indian stock portfolios and provides personalized recommendations using MongoDB data and the Alpha Vantage API.

Japanese Text Analyzer

Analyzes Japanese text morphologically to measure linguistic characteristics and provide feedback for text generation.

Smolagents

Demonstrates Model Context Protocol (MCP) servers and clients for AI-powered tools and multi-agent systems, facilitating code analysis, security scanning, and intelligent automation.

Yfinance

Provides up-to-date stock and cryptocurrency prices and news to Large Language Models.

PubChem

Enables querying of the PubChem database for chemical compound data and generating structure files.

Postgres

Enables LLMs to inspect PostgreSQL database schemas and execute read-only queries.

DEX K-line

Streams K-line (candlestick) data from decentralized exchanges (DEXs) to power AI agents and workflows.

MailSandbox

Offers a fast, zero-dependency email testing tool and API, featuring a web UI, SMTP server, Postmark API emulation, and an MCP server for AI-assisted debugging.

DeepSearch

Enables AI models to leverage the Gemini 2.5 Flash Deepsearch model for powerful, internet-connected search capabilities.

Calculate

Provides mathematical calculation services based on the MCP protocol and SymPy library, delivering symbolic computation capabilities.

Beam

Manages Apache Beam data pipelines across different runners using a standardized Model Context Protocol (MCP) API.

Pypreader

Enables AI models to inspect the contents and source code of Python packages within a specified environment.

Bio-OS

Manages workflows and Docker image building for Bio-OS instance platforms.

AI Video Generator

Generates videos from text prompts and images using AI models.