Outlook MCP Server

"""Simplified email metadata extraction.""" import logging from typing import Dict, Any logger = logging.getLogger(__name__) def extract_basic_metadata(email_data: Dict[str, Any]) -> Dict[str, Any]: """Extract basic metadata from email data.""" metadata = { 'has_html_content': bool(email_data.get('html_body', '')), 'has_plain_content': bool(email_data.get('body', '')), 'text_content_length': len(email_data.get('body', '')), 'html_content_length': len(email_data.get('html_body', '')), 'total_recipients': 0, 'has_attachments': email_data.get('has_attachments', False), 'attachment_count': len(email_data.get('attachments', [])), 'importance_level': email_data.get('importance', 1), 'sensitivity_level': email_data.get('sensitivity', 0), 'is_flagged': email_data.get('flag_status', 0) == 1, 'is_unread': email_data.get('unread', False), 'has_categories': bool(email_data.get('categories', '')), 'conversation_id': email_data.get('conversation_id', ''), 'conversation_topic': email_data.get('conversation_topic', ''), } # Count recipients to_recipients = email_data.get('to', '') cc_recipients = email_data.get('cc', '') if to_recipients: metadata['total_recipients'] += len(to_recipients.split(', ')) if cc_recipients: metadata['total_recipients'] += len(cc_recipients.split(', ')) # Basic content analysis text_content = email_data.get('body', '') if text_content: metadata['word_count'] = len(text_content.split()) metadata['line_count'] = len(text_content.split('\n')) metadata['has_links'] = 'http://' in text_content or 'https://' in text_content metadata['has_email_addresses'] = '@' in text_content and '.' in text_content else: metadata['word_count'] = 0 metadata['line_count'] = 0 metadata['has_links'] = False metadata['has_email_addresses'] = False # HTML content analysis html_content = email_data.get('html_body', '') if html_content: metadata['html_word_count'] = len(html_content.split()) metadata['html_has_images'] = '<img' in html_content.lower() metadata['html_has_tables'] = '<table' in html_content.lower() metadata['html_has_links'] = '<a ' in html_content.lower() and 'href=' in html_content.lower() else: metadata['html_word_count'] = 0 metadata['html_has_images'] = False metadata['html_has_tables'] = False metadata['html_has_links'] = False # Attachment analysis attachments = email_data.get('attachments', []) if attachments: metadata['attachment_names'] = [attach.get('name', 'Unknown') for attach in attachments] metadata['total_attachment_size'] = sum(attach.get('size', 0) for attach in attachments) metadata['has_large_attachments'] = any(attach.get('size', 0) > 1024 * 1024 for attach in attachments) # > 1MB else: metadata['attachment_names'] = [] metadata['total_attachment_size'] = 0 metadata['has_large_attachments'] = False return metadata