mcp-server-architect

mcp-server-architect

0
developer_tools

The MCP Server Architect is a Model Context Protocol server designed to serve as an AI software architect. It assists in codebase analysis to generate detailed PRDs and offers reasoning support for complex coding tasks using an agent-based system. The server is easily deployable and integrates seamlessly with various AI models and tools.

MCP Server Architect

A Model Context Protocol server that functions as an AI Software Architect. It analyzes codebases to create Product Requirements Documents (PRDs) and assists in complex coding tasks through a powerful agent-based architecture.

Features

  • Multi-Model Architecture: Utilizes OpenAI's GPT-4o for primary tasks with specialized tools.
  • Intelligent Codebase Analysis: Builds comprehensive code context from project files.
  • Agent-Based Design: Autonomous tool usage for task execution.
  • Tool-Based Processing: Equipped with tools for code reading, web searches, and LLM queries.
  • Comprehensive PRD Generation: Detailed architectural insights in PRDs.
  • Advanced Reasoning: Step-by-step reasoning for solving complex coding challenges.
  • Logfire Instrumentation: Monitoring and debugging capabilities with telemetry data.
  • MCP Integration: Connects with Claude Code through the Model Context Protocol.
  • Simple Deployment: Install and run easily using uvx mcp-server-architect.

How It Works

The server employs an agent-based framework, replicating human software architects' approach to design tasks. It routes requests via a primary GPT-4o agent, utilizing several tools for code analysis and LLM calls to complete tasks efficiently.

Prerequisites

  • Python 3.10+
  • API keys for OpenAI, Google AI, Exa AI, and optionally Logfire for full functionality.

Installation

  • Quick Installation with uv is recommended using the uvx package manager.
  • Also installable via pip from PyPI.

Running and Using the Server

Run directly using uvx with necessary API keys, or debug/test using the MCP Inspector.

Resources and Tools

Includes tools for generating PRDs and providing reasoning for coding tasks, facilitating task management and development insights.