This server identifies LEGO items from images using the Brickognize API and provides detailed information via the Rebrickable API.

Recognition

• Health check (brickognize_health): Verify the Brickognize API is online

• Identify any item (brickognize_identify): Recognize an unknown LEGO item (part, set, minifigure, or sticker) from a photo

• Identify a part (brickognize_identify_part): Precisely identify a specific brick or element

• Identify a set (brickognize_identify_set): Recognize a LEGO set from its box, model, or instructions

• Identify a minifigure (brickognize_identify_fig): Identify a specific minifigure

• Batch identify (brickognize_batch_identify): Process up to 20 images in parallel in a single call

Lookup (requires Rebrickable API key)

• Part details (brickognize_part_details): Available colors and which sets contain a part

• Batch part details (brickognize_batch_part_details): Retrieve details for multiple parts at once

• Set details (brickognize_set_details): Year, theme, and full parts inventory

• Minifigure details (brickognize_minifig_details): Minifigure info and which sets it appears in

Additional Features

• Accepts local JPEG, PNG, or WebP files via absolute paths

• Configurable caching (none, in-memory, or SQLite) for Rebrickable API responses

• Cache clearing via brickognize_cache_clear

• Optional raw API response output for debugging

1. Click on "Install Server".

2. Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.

3. In the chat, type @ followed by the MCP server name and your instructions, e.g., "@Brickognize MCP Server Identify the LEGO set in /Users/me/Desktop/lego_box.jpg"

That's it! The server will respond to your query, and you can continue using it as needed.

Here is a step-by-step guide with screenshots.