https://github.com/cyanheads/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.
https://github.com/cyanheads/mentor-mcp-server
ai-mentor llm llm-agent mcp mentor model-context-protocol
Last synced: 3 months ago
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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.
- Host: GitHub
- URL: https://github.com/cyanheads/mentor-mcp-server
- Owner: cyanheads
- License: apache-2.0
- Created: 2025-01-26T03:36:09.000Z (5 months ago)
- Default Branch: main
- Last Pushed: 2025-01-26T04:20:20.000Z (5 months ago)
- Last Synced: 2025-02-02T18:57:13.456Z (5 months ago)
- Topics: ai-mentor, llm, llm-agent, mcp, mentor, model-context-protocol
- Language: TypeScript
- Homepage:
- Size: 53.7 KB
- Stars: 8
- Watchers: 1
- Forks: 4
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
- mcp-index - Mentor MCP Server - Provides LLM Agents with AI-powered Deepseek-Reasoning mentorship capabilities, enabling functionalities such as code review and design critique. (Content Creation)
README
# mentor-mcp-server
[](https://www.typescriptlang.org/)
[](https://modelcontextprotocol.io/)
[]()
[](https://opensource.org/licenses/Apache-2.0)
[]()
[](https://github.com/cyanheads/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](#features)
- [Installation](#installation)
- [Configuration](#configuration)
- [Tools](#tools)
- [Examples](#examples)
- [Development](#development)
- [Project Structure](#project-structure)
- [License](#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
```bash
# 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:
```json
{
"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
| Variable | Required | Default | Description |
|----------|----------|---------|-------------|
| DEEPSEEK_API_KEY | Yes | - | Your Deepseek API key |
| DEEPSEEK_MODEL | Yes | deepseek-reasoner | Deepseek model name |
| DEEPSEEK_MAX_TOKENS | No | 8192 | Maximum tokens per request |
| DEEPSEEK_MAX_RETRIES | No | 3 | Number of retry attempts |
| DEEPSEEK_TIMEOUT | No | 30000 | Request timeout (ms) |
## Tools
### Code Review
```xml
mentor-mcp-server
code_review
{
"file_path": "src/app.ts",
"language": "typescript"
}
```
### Design Critique
```xml
mentor-mcp-server
design_critique
{
"design_document": "path/to/design.fig",
"design_type": "web UI"
}
```
### Writing Feedback
```xml
mentor-mcp-server
writing_feedback
{
"text": "Documentation content...",
"writing_type": "documentation"
}
```
### Feature Enhancement
```xml
mentor-mcp-server
brainstorm_enhancements
{
"concept": "User authentication system"
}
```
## Examples
Detailed examples of each tool's usage and output can be found in the [examples](examples) directory:
- [Second Opinion Example](examples/second-opinion.md) - Analysis of authentication system requirements
- [Code Review Example](examples/code-review.md) - Detailed TypeScript code review with security and performance insights
- [Design Critique Example](examples/design-critique.md) - Comprehensive UI/UX feedback for a dashboard design
- [Writing Feedback Example](examples/writing-feedback.md) - Documentation improvement suggestions
- [Brainstorm Enhancements Example](examples/brainstorm-enhancements.md) - Feature ideation with implementation details
Each example includes the request format and sample response, demonstrating the tool's capabilities and output structure.
## Development
```bash
# 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](LICENSE) for more information.
---
Built with the Model Context Protocol