A Model Context Protocol server providing LLM Agents a second opinion via AI-powered Deepseek-Reasoning R1 mentorship capabilities, including code review, design critique, writing feedback, and idea brainstorming through the Deepseek API.

mentor-mcp-server

A Model Context Protocol server providing LLM Agents a second opinion via AI-powered Deepseek-Reasoning (R1) mentorship capabilities, including code review, design critique, writing feedback, and idea brainstorming through the Deepseek API. Set your LLM Agent up for success with expert second opinions and actionable insights.

Model Context Protocol

The Model Context Protocol (MCP) enables communication between:

• Clients: Claude Desktop, IDEs, and other MCP-compatible clients
• Servers: Tools and resources for task management and automation
• LLM Agents: AI models that leverage the server's capabilities

Table of Contents

• Features
• Installation
• Configuration
• Tools
• Examples
• Development
• Project Structure
• License

Features

Code Analysis

• Comprehensive code reviews
• Bug detection and prevention
• Style and best practices evaluation
• Performance optimization suggestions
• Security vulnerability assessment

Design & Architecture

• UI/UX design critiques
• Architectural diagram analysis
• Design pattern recommendations
• Accessibility evaluation
• Consistency checks

Content Enhancement

• Writing feedback and improvement
• Grammar and style analysis
• Documentation review
• Content cl