What is Mentor Mcp Server

mentor-mcp-server is a Model Context Protocol server that provides LLM Agents with AI-powered mentorship capabilities through Deepseek-Reasoning (R1). It offers services such as code review, design critique, writing feedback, and idea brainstorming via the Deepseek API.

Use cases

Use cases for mentor-mcp-server include software development projects needing code reviews, design teams seeking feedback on UI/UX, writers looking for content improvement, and product managers brainstorming feature enhancements.

How to use

To use mentor-mcp-server, clone the repository, install dependencies, and configure your MCP client settings with your Deepseek API key and other parameters. You can then utilize various tools like code review and design critique by sending requests in the specified XML format.

Key features

Key features include comprehensive code analysis, design and architecture critiques, content enhancement feedback, and strategic planning support. It helps in bug detection, performance optimization, UI/UX evaluation, and feature brainstorming.

Where to use

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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 clarity assessment
• Structural recommendations

Strategic Planning

• Feature enhancement brainstorming
• Second opinions on approaches
• Innovation suggestions
• Feasibility analysis
• User value assessment

Installation

# Clone the repository
git clone [email protected]:cyanheads/mentor-mcp-server.git
cd mentor-mcp-server

# Install dependencies
npm install

# Build the project
npm run build

Configuration

Add to your MCP client settings:

{
  "mcpServers": {
    "mentor": {
      "command": "node",
      "args": [
        "build/index.js"
      ],
      "env": {
        "DEEPSEEK_API_KEY": "your_api_key",
        "DEEPSEEK_MODEL": "deepseek-reasoner",
        "DEEPSEEK_MAX_TOKENS": "8192",
        "DEEPSEEK_MAX_RETRIES": "3",
        "DEEPSEEK_TIMEOUT": "30000"
      }
    }
  }
}

Environment Variables

Tools

Code Review

<use_mcp_tool>
<server_name>mentor-mcp-server</server_name>
<tool_name>code_review</tool_name>
<arguments>
{
  "file_path": "src/app.ts",
  "language": "typescript"
}
</arguments>
</use_mcp_tool>

Design Critique

<use_mcp_tool>
<server_name>mentor-mcp-server</server_name>
<tool_name>design_critique</tool_name>
<arguments>
{
  "design_document": "path/to/design.fig",
  "design_type": "web UI"
}
</arguments>
</use_mcp_tool>

Writing Feedback

<use_mcp_tool>
<server_name>mentor-mcp-server</server_name>
<tool_name>writing_feedback</tool_name>
<arguments>
{
  "text": "Documentation content...",
  "writing_type": "documentation"
}
</arguments>
</use_mcp_tool>

Feature Enhancement

<use_mcp_tool>
<server_name>mentor-mcp-server</server_name>
<tool_name>brainstorm_enhancements</tool_name>
<arguments>
{
  "concept": "User authentication system"
}
</arguments>
</use_mcp_tool>

Examples

Detailed examples of each tool’s usage and output can be found in the examples directory:

• Second Opinion Example - Analysis of authentication system requirements
• Code Review Example - Detailed TypeScript code review with security and performance insights
• Design Critique Example - Comprehensive UI/UX feedback for a dashboard design
• Writing Feedback Example - Documentation improvement suggestions
• Brainstorm Enhancements Example - Feature ideation with implementation details

Each example includes the request format and sample response, demonstrating the tool’s capabilities and output structure.

Development

# Build TypeScript code
npm run build

# Start the server
npm run start

# Development with watch mode
npm run dev

# Clean build artifacts
npm run clean

Project Structure

src/
├── api/         # API integration modules
├── tools/       # Tool implementations
│   ├── second-opinion/
│   ├── code-review/
│   ├── design-critique/
│   ├── writing-feedback/
│   └── brainstorm-enhancements/
├── types/       # TypeScript type definitions
├── utils/       # Utility functions
├── config.ts    # Server configuration
├── index.ts     # Entry point
└── server.ts    # Main server implementation

License

Apache License 2.0. See LICENSE for more information.