# Natural language

The Alpaca MCP Server is a service that enables LLMs (such as Claude) to interact with the Alpaca trading API through natural language, supporting stock trading, position query, market data acquisition, and account management.

AWS MCP is an AI tool for managing AWS resources through natural language, replacing Amazon Q and providing higher flexibility and security.

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.

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.

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.

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.

CircleCI MCP Server is a service based on the Model Context Protocol (MCP), allowing users to interact with the CircleCI platform through natural language, such as querying failed build logs. This project provides integration with MCP clients such as Cursor IDE, supporting developers to directly obtain build logs in the local workspace or through a URL for easy debugging and analysis.

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.

The DataFocus MCP server is a service that allows AI assistants to directly query data results using natural language. Users can register on the DataFocus platform, connect data tables, and obtain analysis results through natural language.

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

Datax is an intelligent data analysis tool for the AI era, supporting in - depth business insights and predictive analysis 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.

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.

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.

The REE MCP Server is a tool that allows users to interact with the Spanish power grid data through natural language. Real-time information such as power demand, generation mix, prices, and emissions can be queried without technical knowledge.

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.

An MCP server that integrates Claude with Todoist, supporting task management through natural language, including functions such as creating, querying, updating, completing, and deleting tasks.

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.

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

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.

A natural language interface service for interacting with local MySQL databases through Claude Desktop, supporting SQL query conversion, multi-database connection, and transaction management.

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

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

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.

The official MCP server of phospho, implementing the model context protocol, supporting the control of physical robots through natural language, and providing functions for performing actions and camera image streaming.

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.

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.