Data Science & ML MCP 서버

BandhanAI

Automates intelligent customer service and marketing for Indian e-commerce platforms.

MariaDB by CData

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

Vybe Virtual Try-On

Provides virtual try-on capabilities via a FastMCP server that integrates with the Replicate API.

Codebase

Analyzes application codebases with real-time file watching to provide deep insights for AI assistants.

Ultrahuman

Retrieves fitness data from the Ultrahuman API for health monitoring and querying with large language models.

Local

Implements an advanced AI agent system with intelligent tool orchestration, multi-LLM support, and enterprise-grade reliability for scalable Model Context Protocol architectures.

Databricks

Provides a server interface for programmatic interaction with Databricks.

Weather

Provides real-time weather forecast and alert data for US locations through the National Weather Service API.

Arch

Enhances AI assistant capabilities with robust context management, accuracy enforcement, and safety protocols.

Steam Charts

Retrieves Steam game statistics through integration with your preferred Large Language Model (LLM).

Hex2Dec

Converts between hexadecimal and decimal numbers to mitigate language model hallucinations.

Resume

Analyzes and sorts resumes using AI to efficiently match candidates with job descriptions.

Ogury

Facilitates AI access to Ogury's campaign reporting API for detailed performance metrics and reports.

Hzzzwl Agriculture

Provides full-chain data support for agricultural product quality and safety via MCP protocol.

Agent

Provides a robust Model Context Protocol agent for integrating web search capabilities into AI applications and research workflows.

JDBCX

Enables data communication between various data sources and the JDBCX server using a Python implementation of the MCP protocol.

DataBridge

Enables AI assistants to read and summarize local CSV and Parquet data files through natural language interfaces.

Prompt Optimizer

Optimizes and scores Large Language Model (LLM) prompts using deterministic heuristics via a Model Context Protocol (MCP) server.

Aws Knowledge Base Retrieval

Retrieves information from the AWS Knowledge Base using the Bedrock Agent Runtime, enabling Retrieval-Augmented Generation (RAG).

DynamoDB Read-Only

Enables querying of AWS DynamoDB databases using natural language requests via the Model Context Protocol (MCP).