Awesome-MCP-Scaffold

""" 代码审查提示模块 提供代码审查和分析相关的 MCP 提示模板。 """ from mcp.server.fastmcp import FastMCP def register_code_prompts(mcp: FastMCP) -> None: """注册代码审查相关的提示模板""" @mcp.prompt(title="Code Review") def code_review(code: str, language: str = "python") -> str: """ Generate a prompt for comprehensive code review. Args: code: The code to review language: Programming language (default: python) """ return f"""Please conduct a thorough code review of the following {language} code: ```{language} {code} ``` Please analyze the code for: 1. **Code Quality**: - Readability and clarity - Naming conventions - Code structure and organization 2. **Best Practices**: - Language-specific conventions - Design patterns usage - SOLID principles adherence 3. **Performance**: - Time complexity analysis - Memory usage considerations - Potential bottlenecks 4. **Security**: - Input validation - Potential vulnerabilities - Security best practices 5. **Maintainability**: - Code documentation - Error handling - Testability 6. **Bugs and Issues**: - Logic errors - Edge cases - Potential runtime issues Please provide specific suggestions for improvement with examples where applicable.""" @mcp.prompt(title="Bug Analysis") def bug_analysis(error_message: str, code_context: str = "") -> str: """ Generate a prompt for bug analysis and debugging. Args: error_message: The error message or description code_context: Optional code context where the bug occurs """ prompt = f"""Please help analyze and debug the following issue: **Error/Issue Description:** {error_message} """ if code_context: prompt += f""" **Code Context:** ``` {code_context} ``` """ prompt += """ Please provide: 1. **Root Cause Analysis**: - What is causing this issue? - Why is it happening? 2. **Debugging Steps**: - How to reproduce the issue - What to check or investigate 3. **Solution Options**: - Immediate fixes - Long-term solutions - Alternative approaches 4. **Prevention**: - How to prevent similar issues - Best practices to follow 5. **Testing Strategy**: - How to verify the fix - Test cases to add Please provide specific, actionable recommendations.""" return prompt @mcp.prompt(title="Code Optimization") def code_optimization(code: str, optimization_goal: str = "performance") -> str: """ Generate a prompt for code optimization. Args: code: The code to optimize optimization_goal: Optimization target (performance, memory, readability) """ return f"""Please optimize the following code with a focus on {optimization_goal}: ``` {code} ``` **Optimization Goals:** - Primary: {optimization_goal} - Maintain functionality - Preserve readability (unless readability is the goal) Please provide: 1. **Analysis of Current Code**: - Performance characteristics - Resource usage - Complexity analysis 2. **Optimization Opportunities**: - Specific areas for improvement - Algorithmic improvements - Data structure optimizations 3. **Optimized Code**: - Improved version with explanations - Key changes highlighted 4. **Trade-offs**: - What was gained vs. what was sacrificed - When to use each approach 5. **Benchmarking**: - How to measure improvements - Expected performance gains Please provide working, tested code examples.""" @mcp.prompt(title="Architecture Review") def architecture_review(description: str, requirements: str = "") -> str: """ Generate a prompt for software architecture review. Args: description: Description of the current architecture requirements: System requirements and constraints """ prompt = f"""Please review the following software architecture: **Architecture Description:** {description} """ if requirements: prompt += f""" **Requirements:** {requirements} """ prompt += """ Please analyze and provide feedback on: 1. **Design Principles**: - SOLID principles adherence - Separation of concerns - Single responsibility 2. **Scalability**: - Horizontal and vertical scaling - Performance bottlenecks - Resource utilization 3. **Maintainability**: - Code organization - Modularity - Dependency management 4. **Reliability**: - Fault tolerance - Error handling - Recovery mechanisms 5. **Security**: - Security architecture - Data protection - Access control 6. **Technology Choices**: - Technology stack evaluation - Tool and framework selection - Integration patterns 7. **Recommendations**: - Improvement suggestions - Alternative approaches - Migration strategies Please provide specific, actionable recommendations with justifications.""" return prompt