Data Science & ML MCPサーバー

Ntropy

Enriches banking data using the Ntropy API.

AI Agents Lab

Provides a suite of AI agent architectures built on the Model Context Protocol (MCP) for standardized, context-aware AI systems.

Gmail by CData

Connects Claude Desktop to live Gmail data through CData JDBC Drivers, enabling natural language queries.

RateSpot

Provides AI assistants with real-time mortgage rates and comprehensive lending information via the RateSpot.io API.

Qdrant

Enables semantic code search by leveraging Qdrant vector database and OpenAI embeddings.

FSS Pension

Provides an AI-powered pension consultation web service and a data server utilizing Korea's Financial Supervisory Service (FSS) pension data.

Slack

Automates Slack message fetching and processing using AI agents.

Annapurna

Streamlines grocery scanning, AI-driven meal planning, and nutrition tracking for a healthier lifestyle.

OpenAI

Provides comprehensive access to OpenAI's API capabilities, including chat completions, image generation, embeddings, and speech processing, through an MCP server.

Visual Data & SQL Chat

Provides an AI-driven data service platform integrating data visualization, intelligent SQL querying, and temporary link management.

UNHCR

Empowers AI agents to access comprehensive UNHCR data on forcibly displaced persons through a standardized interface.

Allure Analysis

Transforms Allure test reports into LLM-friendly formats and integrates with Jira for automated issue management.

Voxie AI Directory

Enables AI assistants to query a directory of AI services and retrieve webchat URLs for direct interaction.

Sieve

Quantifies startup potential across seven dimensions to streamline investment due diligence.

AI Crowdfunding Platform

Orchestrates autonomous AI agents to invent, evaluate, and fund software startups in real-time.

Code Context

Enables semantic code search across codebases using AST parsing, vector embeddings, and reranking to provide precise context for large language models.

Atlas

Provides a production-grade server for structured context and semantic retrieval (RAG) to enhance LLM agents in software engineering workflows.

PH Holidays

Provides official Philippine national holiday data sourced from presidential proclamations to Large Language Models.

Music Assistant

Integrate Music Assistant's music search, library browsing, playback control, queue management, and playlist curation with AI assistants.

Spotify

Enables AI agents to control Spotify music playback, search, and manage playlists.