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Imagga MCP Server

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Imagga is an image analysis and tag generation API that helps businesses categorize and manage images by extracting relevant tags and colors. Use it to automate image tagging and improve searchability and organization within image databases.

8 tools
Agent guide included
API Key
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AI Skill
SKILL.md

Domain knowledge for Imagga — workflow patterns, data models, and gotchas for your AI agent.

Imagga

Imagga is an image analysis and tag generation API that helps businesses categorize and manage images by extracting relevant tags and colors. Use it to automate image tagging and improve searchability and organization within image databases.

Data Model

  • Barcodes — barcode detection results from images.
  • Categorize Photos — image categorization by taxonomy.
  • Categorizers — available categorization models.
  • Colors — dominant colors extracted from images.
  • Croppings — suggested crop regions (e.g. for thumbnails).
  • Faces Detections — face detection and attributes.
  • Text — OCR text extracted from images.
  • Usage — API usage and quota.

Gotchas

  • Image input: Most endpoints accept image URL or base64; URL is preferred for large images.
  • Categorizers: Train or use pre-built categorizers; results depend on model.
  • Rate limits: Usage endpoint shows remaining quota; plan for batch processing.

Tools in this Server (8)

Imagga Fetch Categorize Photos

Categorize images into a specified category using image and categorizer identifiers. Useful for sorting images into predefined classes for simplified ...

Imagga List Barcodes

Decode barcodes from images for inventory and point-of-sale systems. Use this tool to extract encoded information from product images. Returns decoded...

Imagga List Categorizers

Retrieve a list of available categorizers to categorize images automatically. Use it to access different categorization modules and understand their c...

Imagga List Colors

Retrieve dominant colors present in an image for better visual analysis and color-based classification. Suitable for tasks like aesthetic evaluation a...

Imagga List Croppings

Get suggested cropping regions for a given image using its URL. Ideal for automated cropping tasks where optimal image boundaries need identification....

Imagga List Faces Detections

Detect faces in an image using its URL for applications in security and personal tagging systems. Use it when facial recognition is required in image ...

Imagga List Text

Extract textual content from images to aid in OCR tasks and data entry automation. Use for recognition and reading of text in photographs or scanned d...

Imagga List Usage

Check API usage statistics to monitor consumption and manage resource allocation efficiently. Ideal for tracking API calls and understanding usage pat...

Frequently Asked Questions

What is the Imagga MCP server?

Imagga is an image analysis and tag generation API that helps businesses categorize and manage images by extracting relevant tags and colors. Use it to automate image tagging and improve searchability and organization within image databases. It provides 8 tools that AI agents can use through the Model Context Protocol (MCP).

How do I connect Imagga to my AI agent?

Add the MCPBundles server URL to your MCP client configuration (Claude Desktop, Cursor, VS Code, etc.). The URL format is: https://mcp.mcpbundles.com/bundle/imagga. Authentication is handled automatically.

How many tools does Imagga provide?

Imagga provides 8 tools that can be called by AI agents, along with a SKILL.md that gives your AI agent domain knowledge about when and how to use them.

What authentication does Imagga require?

Imagga uses API Key. Imagga requires credentials. Connect via MCPBundles and authentication is handled automatically.

Setup Instructions

Connect Imagga to any MCP client in minutes

https://mcp.mcpbundles.com/bundle/imagga

What is MCP?

Model Context Protocol lets AI tools call external capabilities securely through a single URL. This bundle groups tools behind an MCP endpoint that many clients can use.

Use this bundle in 3 steps

  1. Copy the MCP URL above
  2. Open your AI tool and add a new MCP/connector
  3. Paste the URL and follow any auth prompts

Claude Desktop Users

Skip the manual setup! Use the .mcpb file format for one-click installation. Check the Claude Desktop tab for setup instructions.

Pick your tool tab for exact steps

Select ChatGPT, Cursor, Claude Code, or another tab for copy-paste config.

Ready to chat with Imagga?

Same flow: Studio opens on this server after sign-in. Keep chatting to call tools from the conversation.