optimized TB-MCP server with intelligent NS management and optimized API policies#2068
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cb-github-robot merged 1 commit intocloud-barista:mainfrom Aug 3, 2025
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… optimized API policies Major Features Added: • Smart namespace management with automatic validation and creation • Intelligent image selection with metadata analysis (no hardcoded patterns) • Spec-first workflow for optimal CSP/region selection • Advanced MCI creation functions with comprehensive error handling New MCP Tools: • check_and_prepare_namespace(): Intelligent namespace guidance • validate_namespace(): Namespace existence validation • create_namespace_with_validation(): Safe namespace creation • select_best_image(): Smart image selection with detailed reasoning • select_best_image_with_context(): Context-aware image selection for specific use cases • create_mci_with_namespace_management(): MCI creation with auto namespace handling • create_mci_with_spec_first(): Advanced spec-first workflow (RECOMMENDED) • get_mci_associated_resources(): Get all resources used by MCI • check_resource_exists(): Validate resources before use API Optimization: • install_mon_agent policy: Only include parameter when explicitly set to 'yes' • Reduced API overhead by omitting default 'no' values • Conditional parameter inclusion for better performance Intelligent Image Selection: • Priority 1: Images with isBasicImage: true (highest priority) • Priority 2: Smart metadata analysis for general OS detection • Scoring system: Standard OS (+10), Official/Basic (+5), Specialized software (-3) • Detailed selection reasoning with analysis explanations Enhanced Error Handling: • Comprehensive validation before API calls • Detailed error messages with actionable suggestions • Fallback mechanisms with clear reasoning • Namespace guidance for failed operations Workflow Improvements: • Spec-first approach: VM specs determine CSP/region, then find compatible images • Automated namespace management eliminates common creation failures • Smart prompts with updated workflow examples • Better integration between search_images() and recommend_vm_spec() User Experience: • Reduced complexity for common MCI creation scenarios • Clear workflow guidance with practical examples • Intelligent defaults with override capabilities • Comprehensive result objects with detailed metadata This update significantly improves the MCP server's usability and reliability, providing intelligent automation while maintaining flexibility for advanced users.
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Major Features Added:
• Smart namespace management with automatic validation and creation • Intelligent image selection with metadata analysis (no hardcoded patterns) • Spec-first workflow for optimal CSP/region selection • Advanced MCI creation functions with comprehensive error handling
New MCP Tools:
• check_and_prepare_namespace(): Intelligent namespace guidance • validate_namespace(): Namespace existence validation • create_namespace_with_validation(): Safe namespace creation • select_best_image(): Smart image selection with detailed reasoning • select_best_image_with_context(): Context-aware image selection for specific use cases • create_mci_with_namespace_management(): MCI creation with auto namespace handling • create_mci_with_spec_first(): Advanced spec-first workflow (RECOMMENDED) • get_mci_associated_resources(): Get all resources used by MCI • check_resource_exists(): Validate resources before use
API Optimization:
• install_mon_agent policy: Only include parameter when explicitly set to 'yes' • Reduced API overhead by omitting default 'no' values • Conditional parameter inclusion for better performance
Intelligent Image Selection:
• Priority 1: Images with isBasicImage: true (highest priority) • Priority 2: Smart metadata analysis for general OS detection • Scoring system: Standard OS (+10), Official/Basic (+5), Specialized software (-3) • Detailed selection reasoning with analysis explanations
Enhanced Error Handling:
• Comprehensive validation before API calls
• Detailed error messages with actionable suggestions • Fallback mechanisms with clear reasoning
• Namespace guidance for failed operations
Workflow Improvements:
• Spec-first approach: VM specs determine CSP/region, then find compatible images • Automated namespace management eliminates common creation failures • Smart prompts with updated workflow examples
• Better integration between search_images() and recommend_vm_spec()
User Experience:
• Reduced complexity for common MCI creation scenarios • Clear workflow guidance with practical examples
• Intelligent defaults with override capabilities
• Comprehensive result objects with detailed metadata
This update significantly improves the MCP server's usability and reliability, providing intelligent automation while maintaining flexibility for advanced users.