# Natural language

An intelligent query generation and documentation assistance service based on Claude AI, which provides natural language query generation and documentation information retrieval functions by analyzing API documentation.

Develop a local MCP server named mix_server to connect with the natural language interaction tool of the Claude desktop client

A simple MCP server, a command-line tool for operating Mac through natural language.

UML-MCP-Server is a UML diagram generation tool based on the MCP protocol. It supports generating multiple types of UML diagrams through natural language descriptions or by directly writing PlantUML code, and can be integrated into clients such as Cursor that support MCP.

The WAII MCP Server is a protocol server that enables database interaction through a natural language interface, supporting functions such as query execution and data visualization.

FOCUS DATA MCP Server is an AI assistant data query service that supports direct access to data analysis results on the DataFocus platform through natural language.

This project provides an MCP server for interacting with Palo Alto Networks firewalls through the XML API, supporting the use of natural language to manage device configurations.

A multi - database server based on the Model Context Protocol, supporting SQLite, MySQL, PostgreSQL, and MSSQL, providing an AI - driven natural language database operation interface

An MCP server that provides Google Calendar integration for Claude Desktop, supports automatic authentication, and allows managing calendar events through natural language interaction

Manufacturing supply chain dashboard simulation system, an MCP server with natural language query function

The MCP iCal Server is a macOS calendar management tool based on an AI agent. It enables natural language interaction through a single interface and supports functions such as event creation, schedule query, and intelligent update.

This is a .NET MCP server project for connecting Claude Desktop, the AEC data model API, and the Viewer, supporting queries of building data through natural language.

Rapidapp MCP Server is a Node.js service that implements the Model Context Protocol (MCP) for operating Rapidapp's PostgreSQL database through natural language.

This project provides a Model Context Protocol (MCP) service for MLflow through a natural language interface, simplifying the management and query of machine learning experiments and models.

AI Memo is an AI-based personal intelligent accounting tool that enables rapid accounting and account checking through natural language interaction. It supports multiple input methods and multi-terminal use.

The ROS MCP server controls the robot's movement through natural language commands and supports ROS and ROS2 systems.

The ConnectWise API Gateway MCP Server provides simplified API discovery, execution, and management interfaces, supporting natural language search and quickly memorizing commonly used queries.

The ROS MCP Server is a tool that enables robots to perform complex tasks and adapt to different environments. It converts natural language commands into ROS control instructions and is compatible with both ROS and ROS2 systems.

A Docker management service based on the Model Context Protocol, providing container management functions through a natural language interface, supporting containerized deployment and resource management.

This project implements a multi-component platform (MCP) server integrated with Gemini AI, supporting complex tasks such as mathematical operations, string processing, and Keynote integration through natural language commands.

An MCP server for debugging and managing Kubernetes configurations through natural language, supporting functions such as YAML file analysis, cluster connection, and Pod management.

CAD - MCP is a service project that controls CAD software for drawing operations through natural language instructions. It supports multiple mainstream CAD software and realizes automated drawing and modification functions.

The Couchbase MCP Server project provides LLMs with the ability to directly interact with Couchbase databases, supporting natural language operations on the database, including querying, CRUD operations, N1QL queries and other functions.

The ThingsBoard MCP Server is a service that provides a natural language interface for LLMs and AI agents, allowing interaction with the ThingsBoard IoT platform through natural language commands to achieve functions such as device management, data query, and analysis.

An AWS management tool based on the Model Context Protocol that allows AI assistants to query and manage AWS resources through natural language. Supports multi-profile and cross-region operations, and can be used as a Claude plugin or CLI.

An MCP server that allows AI agents to interact with the Concordium blockchain through natural language, enabling users to query information about accounts, blocks, tokens, validators, smart contracts, etc. without writing code.

A natural language interaction assistant for single SQL Server tables based on the Modal Context Protocol, supporting querying and modifying data through natural language, and providing query optimization, result interpretation, and log recording functions.

mcp - kubernetes - server is an MCP protocol server that serves as a bridge between AI assistants and Kubernetes clusters, enabling Kubernetes operations through natural language interaction.

The Blutui MCP Server project provides the function of operating Blutui accounts through natural language

NVD MCP Server is a server connected to the National Vulnerability Database (NVD). Through the Model Context Protocol (MCP) framework, it allows developers to query vulnerability information in natural language and provides functions such as real - time CVE details query, keyword search, latest vulnerability retrieval, and severity filtering. It can be integrated into the IDE to enhance development security.