Data Science & ML MCP 서버

Hive

Facilitates collective intelligence by transforming isolated AI agents into a collaborative intelligence network.

Couchbase Sync Gateway

Enables large language models to interact with Couchbase Sync Gateway for data management.

Sample

Provides an AI assistant application integrating FastMCP, MongoDB Atlas, and an LLM endpoint with direct MCP tool calling capabilities.

Aave

Enables production-ready Aave V3 DeFi operations on the Base network through the Model Context Protocol.

File Search

Leverages AI to provide intelligent, natural language-driven file search across local directories for various document, data, and code formats.

ModelsLab Text2Image

Generates images from text prompts by leveraging the ModelsLab API, functioning as a dedicated Model Context Protocol server.

Kit

Automate the intelligent assignment of tasks to developers using a sophisticated Model Context Protocol (MCP) and hybrid AI.

Orca AI

Enables AI assistants to search and retrieve information about people, companies, and other entities from the Orca AI HUNT Platform API.

HexStrike AI

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

Perception

Enables asking any question about image, audio, or video files, returning AI-powered answers via state-of-the-art multimodal models.

Stability AI

Integrates Stability AI's Stable Diffusion image manipulation functionalities into MCP clients like Claude, enabling image generation, editing, and upscaling.

Container Manager

Streamline the management and optimization of container environments, offering efficient deployment and monitoring across various platforms.

Docs Search

Provides LLM clients with dynamic access to up-to-date implementation details and documentation from popular AI libraries like LangChain, LlamaIndex, and OpenAI.

FastAPI Weather Example

Provides an example Model Context Protocol server implementation for AI agents using FastAPI.

Designing an Agentic AI System

Demonstrates how to build agentic AI systems using CrewAI, integrating with REST APIs, PostgreSQL, and document storage.

Home Assistant

Integrates Home Assistant with AI agents and other applications via Model Context Protocol (MCP) or a standalone HTTP REST API.

Google BigQuery by CData

Connects Claude Desktop to Google BigQuery data through CData JDBC Drivers.

MariaDB by CData

Enables querying live MariaDB data from LLMs like Claude Desktop through a Model Context Protocol (MCP) interface.

Agent Starter Kit

Builds AI-powered chatbots and multi-agent workflows, serving documents for retrieval-augmented generation.

Scholar

Searches and retrieves academic papers from major databases like arXiv and DBLP, providing detailed information and PDF download links.