Data Science & ML MCPサーバー

NPS Explorer

Query APIs for national park overviews, trails, alerts, events, and weather forecasts, making park data accessible to LLMs.

Outscraper

Extracts structured data from Google services and websites using a Model Context Protocol server.

PromptStudio

Organizes, tests, and manages AI prompts with collections, dynamic variables, execution history, and Model Context Protocol (MCP) integration.

Custom Database

Enables AI agents to securely execute queries against various databases without direct credential exposure.

Gemini Pro

Integrates Google's Gemini AI models with MCP-compatible clients like Claude Desktop, enabling access to advanced AI capabilities.

RAGmonsters

Provides a custom Model Context Protocol (MCP) server for the RAGmonsters PostgreSQL dataset, offering a domain-specific API for enhanced LLM interaction.

Filesystem Backend

Empowers AI agents to securely and controllably interact with the local file system through a defined protocol.

K8S AI Assistant

Integrates a Kubernetes MCP server with an AI-powered UI plugin, deployable via Docker Compose.

RAG

Implements a Python-based server for Retrieval-Augmented Generation (RAG) workflows, managing context, tool invocation, and model output for clients like Claude Desktop.

ATP Rankings Data Visualization

Collects, analyzes, and visualizes historical ATP tennis rankings data, offering a web interface, CLI tools, and AI integration.

EDA Agent

Analyzes CSV files by answering questions, plotting graphs, and applying modifications using an AI agent.

ParseFlow

Provides a comprehensive document parsing solution, supporting various office formats, OCR, and AI-driven semantic search for integration with AI assistants.

InvestBuddy

Provides AI-powered stock price predictions with a high win rate, seamlessly integrating advanced financial analysis into Claude Desktop.

Subconductor

Manages complex, multi-step AI agent workflows as a persistent state machine, preventing context drift.

AI Jam Sessions

Empower AI to learn piano and singing across 120 songs and 12 genres, utilizing real MIDI, vocal tract synthesis, and a persistent practice journal.

Foundry Agents

Exposes Azure AI Foundry agents, workflows, and Azure AI Search capabilities as Model Context Protocol (MCP) tools.

Spreadsheet

Manages spreadsheet files across multiple formats, offering both cell-level operations and a powerful DuckDB SQL engine for data manipulation.

Pūrmemo

Provides AI assistants with a persistent memory and identity layer to enhance conversational context across multiple platforms.

Power BI Analyst

Connect Power BI semantic models to large language models for advanced data analysis, natural language querying, and automated insights, without external data relays.

AI-Assisted CRM

Manages contacts, leads, deals, and tasks within a CRM application through a natural language AI chatbot interface.