Bloom API & MCP

Generate on-brand images at scale, via REST API or directly from your AI tools with MCP.

Bloom
Claude
Cursor
Google Ads
Meta
n8n
Figma
Terminal
OpenClaw

What you can do

All of Bloom, in every AI tool.

Onboard your brand

Onboard your brand from a URL

Paste your website. Bloom learns your colors, fonts, and visual style in seconds. Every image after that carries your brand DNA.

Try it

Add verso.cafe to Bloom

Verso Coffee

verso.cafe

Bebas Neue

Inter

Generate

Generate images that look like your brand made them

Describe what you need. Bloom uses your brand profile to keep every output recognizable. Even a one-line prompt comes back on-brand.

Try it

Generate 5 hero images for our spring cold brew launch. Sunlit, coastal, our colors.

5 variants ready

Verso hero variant 1
Verso hero variant 2
Verso hero variant 3
Verso hero variant 4
Verso hero variant 5

Edit

Edit and iterate without leaving the conversation

Generate, then revise. Tweak composition. Swap backgrounds. Adjust copy. Every edit happens in chat and stays on-brand.

Try it

Brighten the background and add steam rising off the cup.

Edit applied

Before

Before edit

After

After edit

Resize

Resize for every channel

One image, every aspect ratio. Bloom recomposes the shot to fit the new placement, instead of cropping or stretching.

Try it

Resize this hero for an Instagram Story and a Meta feed ad.

Resized for 3 placements

Resized to 9:16

9:16

Original 1:1

1:1

Resized to 16:9

16:9

Reference images

Use reference images for style or composition

Drop in a product photo, a competitor's ad, or a moodboard. Bloom matches the look while staying on-brand.

Try it

Use this product shot as a reference and generate three lifestyle variations.

Reference + 3 variations

Reference image
Variation 1
Variation 2
Variation 3

Batch

Run a whole campaign in one conversation

Fire 30 images in a single message. Bloom runs them in parallel and shows the gallery inline as they finish.

Try it

Generate our launch kit: 5 product heroes, 5 lifestyle shots, 5 quote cards, 5 sale promos, 5 testimonials, 5 behind-the-scenes.

30 images

Batch
Batch image 1
Batch image 2
Batch image 3
Batch image 4
Batch image 5
Batch image 6
Batch image 7
Batch image 8
Batch image 9
Batch image 10
Batch image 11
Batch image 12
Batch image 13
Batch image 14
Batch image 15
Batch image 16
Batch image 17
Batch image 18
Batch image 19
Batch image 20
Batch image 21
Batch image 22
Batch image 23
Batch image 24
Batch image 25
Batch image 26
Batch image 27
Batch image 28
Batch image 29
Batch image 30

Use cases

See what you can build

Quick Start

Get started in 3 steps

  1. Connect Bloom

    Paste this URL into your AI client's MCP connector settings. Most clients sign you in automatically — no API key needed.

    https://www.trybloom.ai/api/mcp
  2. Choose your client

    Pick the AI client you use. Each one connects with the same Bloom URL.

    Claude Code

    Terminal
    claude mcp add --transport http bloom https://www.trybloom.ai/api/mcp

    Using a different client? Any MCP client supporting OAuth 2.1 + Streamable HTTP can connect with the URL above.

  3. Start creating

    Ask your AI agent to generate images using natural language. It handles prompting, brand context, and delivery.

    Prompt
    > "Generate a hero image for our new
       product launch, on-brand with Acme's
       visual identity"
Open API Docs

Frequently asked questions

Can't find your answer? Contact us.

Bring Bloom into your stack.

Whether you're chatting with Claude, coding in Cursor, or wiring Bloom into your own pipeline, connect once and start generating on-brand images everywhere.

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