# Natural Language Interaction

The Alpaca MCP Server is a protocol service that connects LLMs such as Claude with the Alpaca trading API, supporting stock trading, account management, and market data query through natural language.

Postmancer is an MCP server designed specifically for AI assistants, supporting interaction with RESTful APIs through natural language

Upstash MCP Server is a service based on the Model Context Protocol (MCP) that allows users to interact with the Upstash developer API through natural language to manage Redis databases and other operations.

This project is a server based on the Model Context Protocol (MCP) that provides natural language interaction access to the art collections of the Art Institute of Chicago. It allows AI models to search for artworks in the Art Institute of Chicago and use these works as resources. The server provides various tools, including searching by title, getting specific artworks, full - text search, artist search, finding artworks by artist, etc., as well as a prompt for generating an interactive art gallery.

Auth0 MCP Server is a local service that implements the MCP protocol, allowing you to manage Auth0 tenants through natural language instructions and supporting multiple management operations such as applications, APIs, and logs.

The Fibery MCP Server provides integration between Fibery and LLM providers supporting the MCP protocol, allowing users to interact with the Fibery workspace through natural language.

This is an AWS Amplify Data MCP Server project that allows interaction with the data models of Amplify Gen2 applications through natural language, supports operations such as querying and modifying, and needs to be used with AI assistants like Claude.

A Google Calendar integrated MCP server designed for Claude Desktop, supporting the management of calendar events through natural language interaction, including functions such as creating, querying, updating, and deleting.

A Kubernetes management tool based on the MCP protocol, supporting CRUD operations on K8s resources and Helm through natural language interactions.

MoLing-MineCraft is an AI agent MCP server for the Minecraft game, enabling intelligent building and control through natural language interaction.

The Salesforce MCP Server is a platform that integrates Claude/VS Code with Salesforce, supporting interaction with Salesforce data and metadata through natural language, including functions such as querying, modifying, and managing object records.

A Go - based GitHub agent chat MCP server that provides natural language interaction with GitHub and vector search capabilities.

Azure MCP is a protocol implementation that allows Claude Desktop to manage Azure resources through natural language interaction.

AWS MCP is a service based on the Model Context Protocol that allows querying and managing AWS resources through natural language, similar to an alternative to Amazon Q.

ThingsPanel MCP is an intelligent interface for the IoT platform, supporting natural language interaction and device management

The WildFly MCP project aims to enhance the monitoring and management of the WildFly server through generative AI capabilities, providing tools and server integration and supporting natural language interaction.

This project is an AWS cost analysis tool based on the Anthropic MCP protocol, providing a natural language interaction interface through the Claude model. It can query AWS Cost Explorer and Bedrock model call log data, and supports local and remote deployment.

This project provides a natural language interaction interface for MLflow through the Model Context Protocol (MCP), allowing users to query and manage machine learning experiments and models in English. It includes server - side and client - side components.

A TypeScript-based Gel Database MCP Server that simplifies database operations through EdgeQL queries, supports LLM agents to automatically learn the schema, write and validate queries, and provides natural language interaction capabilities.

YDB MCP is a tool that provides Model Context Protocol services for the YDB database, supporting interaction with large language models through the MCP protocol to enable natural language database operations.

This project uses Spring AI and the MCP protocol to achieve natural language control of the mBot2 robot. It includes a Spring Boot application, an MQTT message queue, and a Python script on the robot side, supporting AI calls for instructions such as exploration and turning.

The MCP server project for Redis Cloud, managing Redis cloud resources through natural language.

The Port MCP Server is a natural - language interaction service designed for the Port.io developer platform, enabling fast querying, analysis, and resource creation through Claude.

KiCAD MCP is a protocol project that realizes AI - assisted PCB design. It controls the KiCAD software through natural language to complete operations such as circuit board design, component placement, and routing.

A TypeScript-based Gel Database MCP Server that simplifies database operations through EdgeQL queries and supports LLM agents to automatically learn schemas, write, and validate queries.

The MoviePilot MCP server is a protocol implementation that connects large language models with the MoviePilot media library management system, supporting media search, subscription management, download control and other functions through natural language interaction.

SQL Server Agent is a natural language database interaction tool based on Modal Context Protocol (MCP), allowing users to interact with SQL Server databases through natural language and execute queries and stored procedures without writing SQL code.

The ArgoCD MCP Server is a protocol service integrating the ArgoCD API that allows managing ArgoCD applications and resources through natural language interaction.

Cloudflare MCP Server is a service based on the Model Context Protocol (MCP) standard that allows users to manage various resources in a Cloudflare account through natural language instructions, including Workers, KV storage, R2 storage, D1 databases, etc. This project provides an installer and server - side implementation, supporting integration with MCP clients such as Claude Desktop to complete Cloudflare resource operations through conversational interaction.

The MCP Neo4j Server is a middleware that connects the Neo4j graph database with the Claude desktop, supporting graph database operations through natural language, including querying, creating nodes and relationships, etc.