Data Science & ML MCPサーバー

Alpha Vantage

Provides real-time access to financial market data through the Alpha Vantage API.

Server Box

Integrates with the Box API to perform operations such as file search, text extraction, and AI-based querying.

Ida Pro Server

Enables AI assistants to interact with IDA Pro for reverse engineering and binary analysis tasks.

VegaLite

Enables LLMs to visualize data through a Model Context Protocol (MCP) server using Vega-Lite specifications.

Needle

Enables document organization and powerful searching using Claude's language model within the Needle ecosystem.

Python Interpreter

Enables Large Language Models to interact with Python environments, execute code, and manage files.

Snak

Builds AI agents that interact with the Starknet blockchain using multiple AI providers.

AI Prompt Runner

Executes and debugs AI agent workflows with Dockerized tools directly within VS Code.

Think

Enables structured reasoning in agentic AI workflows by providing a "think" tool for pausing and recording thoughts.

Turbular

Enables Language Models (LLMs) to seamlessly connect to and retrieve data from various databases through a unified API.

Agentic AI Demos

Provides example implementations for building agentic AI solutions with AWS, utilizing the Model Context Protocol.

Image Generator

Enables AI assistants to generate and edit images leveraging Google's Gemini 2.5 Flash Image API within MCP-compatible tools.

Schedcp

Automates AI optimization of Linux kernel schedulers using the sched-ext framework.

Api2mcp4j

Integrates Model Control Protocol (MCP) capabilities into Spring Boot web applications through a configurable, non-invasive plugin.

Agent Security Scanner

Scans code for vulnerabilities, detects AI-hallucinated packages, and blocks prompt injection for AI coding agents and autonomous assistants.

OMEGA

Provides AI coding agents with long-term, persistent memory to prevent context loss and repeated mistakes across sessions.

SkillLite

Provides a lightweight AI Agent Skills engine with a built-in native system-level sandbox, zero dependencies, and fully local execution.

Trading Skills

Provides an AI-powered conversational interface for comprehensive market analysis and portfolio management, consolidating diverse financial data and trading workflows.

WeLink

Analyzes local WeChat chat data to reveal insights into relationships, communication patterns, and emotional trends.

HappyHorse

Generate native 1080p HD videos with integrated audio from text and images using Alibaba's top-ranked AI model.