# Natural language

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.

A cross-platform MCP server tool that provides functions to list and terminate operating system processes through natural language queries, suitable for users who need to quickly manage system processes.

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.

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.

IcebergMCP is a service based on the Model Context Protocol (MCP) that allows users to interact with the Apache Iceberg data lake through natural language and supports use in MCP clients such as Claude and Cursor.

An intent parsing server based on natural language processing that converts user input into structured and executable workflows, providing highly scalable and reliable API services.

ClaudePost is an email management service that enables natural language interaction through Claude, supporting functions such as searching, reading, and sending emails.

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.

An MCP server project that allows creating and running Processing sketches through natural language commands, supporting the generation of visual art and games.

The SPINE2D Animation MCP Server provides a tool for creating character animations from PSD files, supporting natural language description - based animation generation, automatic bone rigging, preview, and export functions.

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

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.

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.

Inbox MCP is an intelligent email assistant based on Nylas v3. It automates email management through natural language instructions, supports mainstream email services such as Gmail and Outlook, and provides functions such as email filtering, categorization, archiving, and sending, significantly improving email processing efficiency.

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.

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.

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.

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.

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.

A tool that integrates Claude AI with the Spotify API through the MCP server, allowing users to interact with their Spotify accounts using natural language queries to achieve enhanced music discovery and interaction functions.

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 is an MCP server designed for the Base network, allowing blockchain operations to be performed through natural language commands, including wallet management, balance inquiry, and transaction execution. It supports the Base mainnet and the Sepolia testnet and can be integrated with LLM clients such as Claude Desktop.

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.

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

A Telegram weather bot based on the OpenAI Agents SDK that provides real-time weather information for global cities through natural language queries, integrating the Open-Meteo API and MCP protocol for data interaction.

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.

An MCP server based on the grep command, providing powerful text search capabilities, supporting natural language descriptions and regular expression searches.

This project is a read-only MCP server for SAP Netweaver Gateway based on the CData JDBC driver, allowing LLMs to query real-time data in natural language without writing SQL.

This project is a read-only MCP server developed by CData for IBM Cloud Object Storage. It converts cloud storage data into a relational SQL model through the JDBC driver, enabling LLMs (such as Claude Desktop) to query real-time data using natural language.