Stevennevins Architect MCP Server
A template project for an MCP server based on the LLM CLI, providing a development toolchain and testing environment
rating : 2 points
downloads : 9
What is MCP Server?
MCP Server is a framework for creating AI-powered tools that can communicate with language models. It provides structured interaction with LLMs through the Model Context Protocol, enabling features like architectural design feedback and conversation context management.How to use MCP Server?
You can interact with MCP Server through command line tools or integrate it into development environments like Cursor. It handles the communication between your application and language models.Applicable Scenarios
Ideal for developers building AI-powered tools, architects needing design feedback, or anyone creating applications that require structured interactions with language models.Main Features
Conversation ContextMaintains context across multiple interactions with the language model
LLM IntegrationSeamlessly connects with language models through the LLM CLI
Visual DebuggingIncludes MCP Inspector for visual debugging of tools
Testing FrameworkBuilt-in TestClient for comprehensive tool testing
Advantages and Limitations
Advantages
Structured interaction with language models
Maintains conversation history for context-aware responses
Built-in testing and debugging tools
Easy integration with development environments
Limitations
Requires LLM CLI installation
Needs technical knowledge for setup
Currently optimized for development use cases
How to Use
Install Prerequisites
Install the LLM CLI using Homebrew and verify it's working
Setup Project
Install dependencies and build the project
Start Development Server
Run the development server with hot reload
Test Your Tools
Use the built-in TestClient or MCP Inspector to test your tools
Usage Examples
Getting Architectural FeedbackGet feedback on your software architecture design from the language model
Continuing a Design ConversationContinue a previous architecture discussion with context maintained
Frequently Asked Questions
What is the LLM CLI and why do I need it?
How do I test my tools locally?
Can I use this with Cursor IDE?
How do I maintain conversation context?
Related Resources
LLM CLI Documentation
Official documentation for the LLM command line tool
Model Context Protocol
Official MCP GitHub repository
Cursor IDE
AI-first code editor that supports MCP servers
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