Data Science & ML MCPサーバー

LLDB

Provides LLDB debugging functionality for use with Claude or other AI assistants.

IBM DB2 by CData

Enables querying of live IBM DB2 data within Large Language Models (LLMs) like Claude Desktop using a read-only Model Context Protocol (MCP) server.

Marketstack

Exposes Marketstack API endpoints as Model Context Protocol (MCP) tools for accessing financial data.

Upbit

Enables interaction with the Upbit cryptocurrency exchange API for real-time market data, account management, and automated trading via Server-Sent Events (SSE).

Dummy

Provides a functional example of a FastMCP server for learning Model Context Protocol integration.

Financial AI Agent

Accesses financial market information and news articles through a unified interface with Model Context Protocol (MCP) servers and tool calling.

Enhanced Filesystem

Extends the Model Context Protocol (MCP) filesystem server with robust file operations and secure command execution capabilities.

News Agent

Collects, processes, and analyzes real-time news data from Google News RSS feeds using LangGraph workflows and an OpenAI model.

Open Food Facts

Provides AI assistants with access to the Open Food Facts database for detailed food product information, nutritional data, and environmental scores.

Search Fusion

Aggregates multiple search engines, providing intelligent failover, a unified API, and LLM-optimized content processing for high-availability search.

HexStrike AI

Provides remote network access to HexStrike AI's extensive suite of 150+ security tools for AI agents without requiring local client files.

Mind Map

Provides neuroscience-inspired intelligent project analysis and learning capabilities, enhancing software development workflows within Claude Code.

Country Explorer

Orchestrates an MCP server with a LangGraph agent to generate rich, image-embedded markdown profiles for countries.

Execution System

Empowers users to manage actions, projects, and goals through natural language commands within an AI conversation, eliminating context-switching.

Godot

Enables AI assistants to interact with the Godot game engine, offering control over the editor, projects, and scenes.

STDF

Enables Large Language Models to efficiently access, analyze, and extract information from STDF-V4 files used in semiconductor testing.

Codex Persistent

Proxies Codex CLI sessions as an MCP server, providing real persistence for AI agent interactions and allowing users to resume conversations.

LexRAG

Provides a memory and code intelligence layer for software agents to enhance AI-assisted development.

AgentWeb

Connects AI assistants to a free business directory API featuring over 11 million businesses across 195 countries.

Beodata

Provides agentic AI models with structured access to the complete Old English text of Beowulf, including its dictionary and linguistic annotations, via an MCP server.