Data Science & ML MCPサーバー

Mock Data

Generates mock data for various application development and testing scenarios.

Crawl4AI

Wraps the Crawl4AI library with a Model Context Protocol (MCP) server, providing crawling functionality via Python functions.

Fluent

Build Model Context Protocol (MCP) servers with embedded LLM reasoning capabilities.

Exa

Enables AI assistants like Claude to perform web searches using the Exa AI Search API.

Database Server

Enables Claude to access and manage data across SQLite, SQL Server, PostgreSQL, and MySQL databases.

OpenAI

Enhance AI capabilities by integrating advanced OpenAI GPT models and specialized tools with Claude for intelligent reasoning and task optimization.

Multi-Service

Integrates ArXiv research papers and sequential thinking tools with AI assistants, enabling enhanced information retrieval and dynamic problem-solving.

Zep

Integrates Zep's thread-based memory system with Claude Code for robust memory storage and retrieval.

Semiconductor RAG Search

Enables retrieval-augmented generation for efficient semiconductor component search, leveraging the Model Context Protocol.

MacroSense AI

Provides structured food hierarchy and nutrition data through a production-ready Model Context Protocol (MCP) server, integrating StreamableHTTP transport with MongoDB Atlas for scalable data delivery.

PostgreSQL

Provides comprehensive CRUD operations and advanced querying for PostgreSQL databases, enabling LLMs to interact with data through a Model Context Protocol server.

Bluesky

Enables AI agents to connect and interact efficiently on the Bluesky social network, featuring optimized context handling and Windows compatibility.

Machina

Enables AI agents to remotely access and control native macOS applications like iMessage, Notes, Reminders, and WhatsApp through a secure MCP gateway.

ExamAI

Automates the generation, conduction, and evaluation of exams through an AI-powered assessment platform leveraging RAG and multi-LLM validation.

Calculator

Performs precise decimal arithmetic for AI agents over HTTP and standard I/O.

Universal Ontology

Transforms raw text into structured relationships, enabling AI assistants to explore, navigate, and populate complex ontologies with high semantic fidelity.

Market Data

Provides real-time financial market data, including stocks, crypto, technicals, and sentiment, for AI assistants without requiring API keys.

PowerBI

Enables AI assistants to interact with PowerBI REST APIs, query data, and execute DAX queries for insights.

Video Pipeline

Automates AI-powered video content creation, transforming scripts into visual storyboards with generated images.

Agora

Establishes a local, commit-scoped shared context server to enable multi-agent coordination for co-coding activities.