Data Science & ML MCPサーバー

BigQuery Analysis

Executes SQL queries against Google BigQuery, providing query validation and safe execution features.

Calibre RAG

Augments Calibre libraries with retrieval-augmented generation capabilities for project-based vector search and contextual conversations.

Core Lightning

Provides a standardized gRPC interface for Core Lightning nodes, enabling control via Large Language Models (LLMs) using the Model Context Protocol (MCP) specification.

Bridge Metrics

Provides real-time cross-chain bridge metrics for analyzing liquidity, transaction flows, and performance across blockchain networks.

GKE Intelligent Monitoring System

Provides comprehensive Kubernetes cluster management and GKE monitoring using AI-driven insights through Google's AI Development Kit.

Prysm

Scrape web content with high accuracy and flexibility for AI assistants.

Medical Imaging

Routes medical questions and images to specialized MedGemma AI models hosted on Google Cloud's Vertex AI.

Data Agent Connector

Generates read-only SQL data agents from SQLAlchemy-compatible databases, indexing schema and column content into LanceDB for LLM and UI exploration via MCP and REST tools.

PyRag

Provides AI coding assistants with access to current, comprehensive Python library documentation, eliminating frustration from outdated examples and incorrect information.

Internal AI Bridge

Connects internal AI platforms, accessible via webhooks, to OpenWebUI and other Model Context Protocol (MCP) clients.

Headstarter

Provides AI assistants with access to a database of LinkedIn profiles from the Headstarter community for intelligent querying and analysis.

LocalREPL

Executes Python code locally within Claude Desktop, enabling secure and private experimentation without API keys.

Article Scraper

Extracts article content, including title, text, author, and date, from web URLs.

Malaysia Open Data

Provides easy access to Malaysia's Open Data APIs, government datasets, and public information.

Odoo

Integrates Odoo with Large Language Models via an extensible Model Context Protocol server.

Filesystem Backend

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

OneKGP

Provides natural language access to the 1000 Genomes Project dataset, enabling sophisticated genetic data queries.

Llamator

Automate LLM red teaming workflows by providing a production-oriented service wrapper for the Llamator framework.

Academic

Provides AI assistants with a unified interface to access multiple academic databases for search, metadata retrieval, and comprehensive research analysis.

Hive

Enables AI assistants to interact with the Hive blockchain using the Model Context Protocol.