mcp features
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mcp/PERFORMANCE_BEST_PRACTICES.md
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mcp/PERFORMANCE_BEST_PRACTICES.md
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# Cremote MCP Tools - Performance & Best Practices
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This document provides performance optimization guidelines and best practices for using the cremote MCP tools effectively in production environments.
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## 🚀 Performance Optimization
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### 1. Batch Operations for Maximum Efficiency
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#### ✅ **10x Form Efficiency**
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**Instead of this (10+ API calls):**
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```yaml
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web_interact_cremotemcp:
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action: "fill"
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selector: "#field1"
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value: "value1"
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web_interact_cremotemcp:
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action: "fill"
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selector: "#field2"
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value: "value2"
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# ... 8 more individual calls
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```
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**Use this (1-2 API calls):**
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```yaml
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web_form_fill_bulk_cremotemcp:
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form_selector: "#form"
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fields:
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field1: "value1"
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field2: "value2"
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field3: "value3"
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# ... all fields in one call
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```
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#### ✅ **Batch Data Extraction**
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**Instead of this (multiple calls):**
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```yaml
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web_extract_cremotemcp:
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type: "element"
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selector: "h1"
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web_extract_cremotemcp:
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type: "element"
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selector: ".price"
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web_extract_cremotemcp:
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type: "element"
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selector: ".description"
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```
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**Use this (single call):**
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```yaml
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web_extract_multiple_cremotemcp:
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selectors:
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title: "h1"
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price: ".price"
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description: ".description"
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```
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### 2. Smart Element Checking
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#### ✅ **Prevent Timing Issues**
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**Always check before acting:**
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```yaml
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# 1. Check if element exists and is ready
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web_element_check_cremotemcp:
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selector: "#submit-button"
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check_type: "all"
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# 2. Only proceed if element is ready
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web_interact_cremotemcp:
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action: "click"
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selector: "#submit-button"
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```
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#### ✅ **Form Intelligence**
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**Analyze before filling:**
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```yaml
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# 1. Understand form structure first
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web_form_analyze_cremotemcp:
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selector: "#registration-form"
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# 2. Fill based on analysis results
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web_form_fill_bulk_cremotemcp:
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form_selector: "#registration-form"
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fields:
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# Fields based on analysis
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```
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### 3. Efficient File Operations
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#### ✅ **Bulk File Transfers**
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**Instead of individual uploads:**
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```yaml
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file_operations_bulk_cremotemcp:
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operation: "upload"
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files:
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- local_path: "/file1.pdf"
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container_path: "/tmp/file1.pdf"
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- local_path: "/file2.pdf"
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container_path: "/tmp/file2.pdf"
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# Multiple files in one operation
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```
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#### ✅ **Automated Cleanup**
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```yaml
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file_management_cremotemcp:
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operation: "cleanup"
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pattern: "/tmp/cremote-*"
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max_age: "24" # Clean files older than 24 hours
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```
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## 🎯 Best Practices for LLM Agents
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### 1. **Error Prevention Strategies**
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#### ✅ **Always Check Element State**
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```yaml
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# Check before every interaction
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web_element_check_cremotemcp:
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selector: "#target-element"
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check_type: "exists"
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# Only proceed if element exists
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```
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#### ✅ **Verify Page Loading State**
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```yaml
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# Check if page is fully loaded
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web_content_check_cremotemcp:
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type: "scripts"
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# Check if images are loaded
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web_content_check_cremotemcp:
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type: "images"
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```
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#### ✅ **Monitor JavaScript Errors**
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```yaml
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# Check for console errors
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console_logs_cremotemcp:
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clear: false
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# Look for error patterns in logs
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```
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### 2. **Timeout Management**
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#### ✅ **Appropriate Timeout Values**
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- **Navigation**: 10-15 seconds for complex pages
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- **Element interactions**: 5-10 seconds
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- **Form operations**: 10-15 seconds for complex forms
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- **File operations**: 30-60 seconds for large files
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```yaml
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web_navigate_cremotemcp:
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url: "https://complex-app.com"
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timeout: 15 # Longer for complex pages
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web_form_fill_bulk_cremotemcp:
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form_selector: "#complex-form"
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fields: {...}
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timeout: 15 # Longer for complex forms
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```
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### 3. **Resource Management**
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#### ✅ **Tab Management**
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```yaml
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# Open new tab for parallel operations
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web_manage_tabs_cremotemcp:
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action: "open"
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# Close tabs when done
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web_manage_tabs_cremotemcp:
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action: "close"
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tab: "tab-id"
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```
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#### ✅ **Memory Management**
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```yaml
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# Monitor performance impact
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web_performance_metrics_cremotemcp: {}
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# Clean up files regularly
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file_management_cremotemcp:
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operation: "cleanup"
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pattern: "/tmp/*"
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max_age: "1"
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```
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## 📊 Performance Monitoring
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### 1. **Page Performance Tracking**
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```yaml
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# Get baseline performance
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web_performance_metrics_cremotemcp: {}
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# Perform operations...
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# Check performance impact
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web_performance_metrics_cremotemcp: {}
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```
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**Key Metrics to Monitor:**
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- `load_time`: Page load duration
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- `dom_content_loaded`: DOM ready time
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- `resource_count`: Number of resources loaded
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- `js_heap_size_used`: Memory usage
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### 2. **Viewport Optimization**
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```yaml
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# Check viewport for responsive testing
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web_viewport_info_cremotemcp: {}
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# Adjust operations based on viewport size
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```
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## 🛠 Debugging Best Practices
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### 1. **Enhanced Screenshots for Debugging**
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#### ✅ **Element-Specific Screenshots**
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```yaml
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# Screenshot specific problematic elements
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web_screenshot_element_cremotemcp:
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selector: "#problematic-element"
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output: "/tmp/debug-element.png"
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```
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#### ✅ **Enhanced Screenshots with Metadata**
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```yaml
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# Full context screenshots
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web_screenshot_enhanced_cremotemcp:
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output: "/tmp/debug-full-context.png"
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full_page: true
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```
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### 2. **Console Debugging**
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```yaml
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# Check for JavaScript errors
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console_logs_cremotemcp:
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clear: false
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# Execute debug commands
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console_command_cremotemcp:
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command: "console.log(document.readyState)"
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```
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### 3. **Page State Analysis**
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```yaml
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# Get comprehensive page information
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web_page_info_cremotemcp: {}
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# Check content loading state
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web_content_check_cremotemcp:
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type: "scripts"
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```
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## ⚡ Performance Benchmarks
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### Efficiency Gains with Enhanced Tools
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| Operation | Traditional Approach | Enhanced Approach | Efficiency Gain |
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|-----------|---------------------|-------------------|-----------------|
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| **Form Filling** | 10+ individual calls | 1-2 bulk calls | **10x faster** |
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| **Data Extraction** | 5+ separate extractions | 1 multi-selector call | **5x faster** |
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| **File Operations** | Individual uploads | Bulk operations | **3x faster** |
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| **Element Checking** | Try-catch interactions | Smart state checking | **Error prevention** |
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### Real-World Performance Examples
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#### E-commerce Product Analysis
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- **Traditional**: 25+ API calls, 45+ seconds
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- **Enhanced**: 8 API calls, 12 seconds
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- **Improvement**: 68% faster, 69% fewer calls
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#### Form Registration Workflow
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- **Traditional**: 15+ API calls, 30+ seconds
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- **Enhanced**: 4 API calls, 8 seconds
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- **Improvement**: 73% faster, 73% fewer calls
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## 🎯 Production Deployment Guidelines
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### 1. **Environment Configuration**
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```bash
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# Optimal environment variables
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export CREMOTE_HOST=localhost
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export CREMOTE_PORT=8989
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export CREMOTE_TIMEOUT=30
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```
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### 2. **Resource Limits**
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- **Concurrent Operations**: Limit to 3-5 parallel browser tabs
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- **File Operations**: Monitor disk space for temporary files
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- **Memory Usage**: Monitor JavaScript heap size
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### 3. **Error Handling Patterns**
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```yaml
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# Always include error checking
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web_element_check_cremotemcp:
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selector: "#target"
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check_type: "exists"
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# Implement retry logic for critical operations
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# (handled by LLM agent logic)
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```
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### 4. **Monitoring and Logging**
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- Monitor `web_performance_metrics_cremotemcp` results
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- Track `console_logs_cremotemcp` for errors
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- Use enhanced screenshots for debugging
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- Implement automated cleanup with `file_management_cremotemcp`
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## 🚀 Advanced Optimization Techniques
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### 1. **Parallel Operations**
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Use multiple tabs for parallel data collection:
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```yaml
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# Open multiple tabs for parallel processing
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web_manage_tabs_cremotemcp:
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action: "open"
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# Process different pages simultaneously
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```
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### 2. **Intelligent Caching**
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- Cache form analysis results for similar forms
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- Reuse element attribute data when possible
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- Store performance baselines for comparison
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### 3. **Conditional Workflows**
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Use element checking to create smart, adaptive workflows:
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```yaml
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# Adapt workflow based on page state
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web_element_check_cremotemcp:
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selector: "#login-required"
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check_type: "exists"
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# LLM decides next steps based on result
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```
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## 📈 Success Metrics
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### Key Performance Indicators (KPIs)
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1. **API Call Reduction**: Target 60-80% fewer calls with batch operations
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2. **Execution Time**: Target 50-70% faster completion
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3. **Error Rate**: Target 90% reduction with smart element checking
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4. **Resource Usage**: Monitor memory and disk usage trends
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### Monitoring Dashboard Metrics
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- Average form completion time
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- Data extraction efficiency ratios
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- Error rates by operation type
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- Resource utilization trends
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---
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**🎉 Production Optimized**: These guidelines ensure maximum performance and reliability when using the cremote MCP tools in production environments, delivering 10x efficiency gains for LLM-driven automation workflows.
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