Data Science & ML MCPサーバー

Banana

Provides a unified Docker package containing 14 diverse Model Context Protocol servers for AI model integration.

Memory

Enables MCP Clients to remember user information across conversations by leveraging vector search technology.

Hub

Unifies AI and automation capabilities into a command center for multi-provider chat, workflow chaining, and seamless integration with external services.

Bloomberg Data

Facilitates access to Bloomberg API market data through a local server.

Weather Container

Serves real-time weather information to AI applications through a standardized Model Context Protocol (MCP) interface.

MPO

Connects AI assistants and Large Language Models to GitHub, Confluence, and Databricks environments via the Model Context Protocol.

Local Tools

Provides a modular, production-ready Model Context Protocol server offering calculator and file operation tools for LangGraph agents and other MCP clients.

Multi-Feature

Provides multi-feature access to weather data, system utilities, Azure resources, and AI image generation/editing through the Model Context Protocol.

Infer

Enables AI Copilot tools to securely interact with SSH and PostgreSQL resources through policy-driven access controls.

Medical GraphRAG Assistant

Provides an agentic medical AI assistant platform for multi-modal search, FHIR integration, and intelligent clinical insights.

Car Repair

Integrates business applications with Large Language Models using the Model Context Protocol (MCP) in a production-ready FastAPI application.

Document Review AI Assistant

Facilitates document review with an interactive in-browser editor and LLM-powered tools, dynamically generating its user interface at runtime using the Model Context Protocol.

Research Integrity Screening

Evaluates researcher integrity by identifying retraction flags, citation anomalies, publication velocity, and journal quality.

Koko Finance

Provides AI-powered financial advice and management tools for US credit cards via the Model Context Protocol.

NitroStack Wealth Management

Provides production-grade wealth management capabilities including portfolio health analysis, policy-governed rebalancing, and vector search with interactive widgets.

ZIM

Exposes search and content retrieval tools for .zim archives over standard I/O.

Model Context Protocol

Provides a comprehensive C++ implementation of the Model Context Protocol (MCP) for AI agent-tool communication, featuring client, server, and RAG-driven intelligent tool retrieval.

Travel Risk Intelligence

Provides real-time travel risk intelligence for any global destination, delivering a quantified risk score and advisory.

Export Control Screening

Automate comprehensive export compliance checks for transaction parties, dual-use technologies, and potential diversion routes using a single tool call.

ArtSleuth

Performs AI-powered art forensics and analysis, including brushstroke examination, style attribution, forgery detection, and interpretable visual explanations.