# Natural Language Interaction

The SEO Review Tools MCP server provides a natural language interaction method for LLM and AI tools through the Model Context Protocol (MCP), integrating massive SEO data interfaces, including over 3.1T backlinks, 7B+ keywords and other resources.

The KiCad MCP Server is a Model Context Protocol (MCP) server designed for KiCad, allowing interaction with KiCad projects through natural language and providing functions such as project management, PCB analysis, and BOM management.

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.

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

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.

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, supports LLM agents to automatically learn the schema, write and validate queries, and provides natural language interaction capabilities.

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.

The Fibery MCP Server is an integration service that connects Fibery with LLM providers supporting the MCP protocol, allowing users to interact with the Fibery workspace using natural language.

The Alpaca MCP server is a model context protocol (MCP) service that implements the Alpaca trading API, allowing large language models to interact with the Alpaca trading system through natural language, supporting stock/options trading, portfolio management, and real-time market data acquisition.

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

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.

The Volatility3 MCP Server is a tool that connects the MCP client with the Volatility3 memory forensics framework, simplifying complex memory analysis operations through natural language 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.

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.

An AutoCAD integrated server based on the MCP protocol, supporting the control of AutoCAD through natural language for drawing, layer management, and drawing analysis.

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.

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.

A FastMCP-based tool for interacting with Splunk Enterprise/Cloud through natural language, providing functions for searching, KV store management, and resource access.

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

The Kafka MCP Server is a service based on the Model Context Protocol (MCP) that enables interaction with Apache Kafka clusters through natural language (LLM), supporting operations such as topic management, message production, and consumption.

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.

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.

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

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.

The 1NCE IoT Platform MCP Server is a middleware that enables AI assistants to manage the 1NCE IoT connectivity platform through natural language processing, including functions such as querying products, managing orders, and monitoring SIM card status.

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.

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.

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 Attio MCP Server is a Model Context Protocol service designed for the AI-native CRM Attio. It supports interacting with Attio data through natural language, provides comprehensive API support for companies, contacts, lists, etc., and has functions such as error handling and automatic retry.