Struggling with organizing tags, categorizing, and archiving thousands of assets? Want to quickly clean up duplicate tags or translate multilingual tags but don't know where to start? With the Eagle MCP Server plugin, let AI become your intelligent assistant. Simply describe your needs in natural language, and complete hours of organizing work in minutes! For detailed configuration steps, please refer to: Eagle MCP Server Configuration Guide

• Natural Language Control No need to memorize complex operations. Just tell the AI "help me unify all cat-related tags into one," and the AI will understand and execute. Make library management as simple as chatting.

• Intelligent Tag Analysis AI automatically analyzes your tag usage patterns, identifies synonym groups (e.g., "cat / feline / kitty"), spelling variants, and provides suggestions for merging, deprecating, or standardizing tags.

• Batch Intelligent Organization Analyze multiple folders at once and automatically recommend classification paths and tags based on content. AI generates a change list first and executes only after confirmation, giving you peace of mind.

• Multilingual Tag Translation Easily identify and translate tags in different languages. Whether Japanese assets need English tags or English resources need Chinese tags, AI can batch process them for you.

• Conditional Precision Operations Specify conditions such as folders, ratings, time ranges, and existing tag sets, so AI only processes the parts you want to adjust, avoiding accidental operations.

• Cloud and Local Model Compatible Supports cloud models like Claude and GPT, as well as local LLMs. Choose freely based on your budget and privacy requirements.

With the Eagle MCP Server plugin, tedious library organization becomes simple conversation. Download now and let AI become your dedicated library manager!

Usage Examples

Scenario 1: Tag System Cleanup

"Analyze my Eagle tag usage, find tags used less than 3 times, and identify potentially duplicate tag groups (including spelling errors). Give me cleanup suggestions."

Scenario 2: Multilingual Tag Organization

"Scan tags in the 'Japan Assets' folder, translate tags containing Japanese characters to Chinese, output a mapping table first, then batch add after confirmation."

Scenario 3: Smart Archiving for New Files

"Analyze the 10 most recently added files. Based on file types and my existing folder structure, recommend appropriate folder paths and tags with rationale."

Scenario 4: Domain-Oriented Folder Structure Creation

"This is a brand new Eagle library for organizing 'Game Design' inspiration images. Design a folder structure with 5 top-level categories, 5-10 subcategories each, and provide usage descriptions and icon color suggestions."

System Requirements

• Eagle Version: Eagle 4.0 Build 12 (2025-09-14) or later
• MCP Client: Cursor, Claude Desktop, or other AI tools supporting MCP protocol
• Recommended AI Model: Claude Sonnet 4.5 or later (other LLMs also supported)

Important Notes

⚠️ Important Notice This plugin is currently in Beta testing phase. It is recommended to fully backup your Eagle library data before use. AI may produce errors or unexpected results. Please carefully review the task scope before each execution.

Safe Usage Tips:

• ✅ Analyze first, execute second: Let AI generate a change list first, then apply after confirmation
• ✅ Start small: Test in a single folder first, expand after confirming results
• ✅ Explicitly define scope: Specify folders, file counts, time ranges, and other conditions
• ✅ Prioritize read-only tasks: Use AI for analysis and statistics first before batch modifications