# 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 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.

SoliPy is an intelligent interface project that allows users to control the SolidWorks software through natural language (Persian and English) and automatically generate VBS scripts to execute design commands.

This project is an MCP server aiming to simplify the project build process by interacting with build tools such as Maven through natural language.

The Hyprland MCP Server is an unofficial, lightweight server that exposes the functionality of the Hyprland window manager to language models through the Model Context Protocol (MCP), supporting natural language queries and control of Hyprland's window management, layout, input, etc.

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.

A community-developed Nasdaq Data Link MCP Server that provides access to financial and economic data through natural language interfaces and large language models.

Koppla is a natural language-based Active Directory management tool that enables querying and operating on user, group, and computer objects through an AI agent.

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 AI Humanize MCP Server is a powerful model context protocol server that can optimize AI-generated content to be more natural and user-friendly. It has functions such as AI detection, natural language enhancement, grammar correction, and readability optimization to help users improve text quality.

An MCP server for Google Calendar integration with Claude Desktop, supporting calendar event management through natural language interaction

The MCP Agent Server is an open-source AI employee brain designed to work in conjunction with workflow engines such as n8n. It supports natural language interfaces, persistent memory, and feedback loops, emphasizing the AI employee metaphor and vertical solutions.

A lightweight open - source toolkit that enables Claude to efficiently search Twitter through natural language and display results according to user intent, supporting raw data viewing and optional analysis.

The enhanced version of the Todoist MCP server is a service that implements the Model Context Protocol (MCP), integrating Claude with Todoist and supporting the management of tasks, projects, sections, and labels using natural language.

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.

The Azure MCP Server is a server that implements the MCP protocol, providing seamless connection between AI agents and Azure services (such as Storage and Cosmos DB), and supporting the conversion of natural language commands into Azure operations.

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.

A video editing MCP server based on FFmpeg, supporting operations such as video trimming, merging, and format conversion through natural language instructions, and providing real - time progress tracking and error handling.

Prometheus MCP Server is a protocol server that enables seamless docking between AI assistants and the Prometheus monitoring system. It supports querying, analyzing, and discovering monitoring metrics in natural language and is compatible with multiple development tool clients.

An MSFS SDK documentation query server based on the MCP protocol that provides real-time search, multi-category retrieval, and natural language processing functions to help developers quickly access Microsoft Flight Simulator development documentation.

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.

Halo MCP Server is a Python - based MCP server that provides AI assistants with complete Halo blog management capabilities, supporting all blog management operations such as article creation, editing, and publishing through natural language conversations.

The Florentine.ai MCP Server allows AI agents to query MongoDB and MySQL databases through natural language, supporting functions such as multi - tenant data isolation, automatic schema exploration, and semantic vector search.

A PostgreSQL read-only query server based on the Model Context Protocol (MCP) that allows users to interact with the database through natural language, supporting dynamic database connections and secure read-only operations.

Keyboard Maestro MCP is an MCP server that allows users to manage Keyboard Maestro macros through natural language commands. Users can run, create, modify, debug, and organize macros through an AI assistant without manually operating the software interface.

The MuseScore MCP server is a protocol service that connects MuseScore with LLM clients, supporting basic music creation through natural language, such as adding notes, deleting, creating tuplets, etc.

This project is a Google Calendar MCP server based on the CData JDBC driver, which allows LLMs to access Google Calendar data in real - time through natural - language queries without writing SQL.

This project is an MCP service for the Cassandra database. It enables database operations through natural language interaction, including functions such as queries, table creation, and data insertion/updating/deletion, and is integrated with Claude Desktop.