mnml.ai
mnml.ai is a visualization studio for architecture and design that turns sketches, photos, floor plans, CAD line drawings, and 3D-view captures into images.
What mnml.ai is
mnml.ai is a visualization studio for architecture and design that turns sketches, photos, floor plans, CAD line drawings, and 3D-view captures into images. Its tools cover interior, exterior, landscape, and masterplan work, with region edits, image extension, output up to 8,000 pixels, and short video animation. It accepts exported views from SketchUp, Revit, Rhino, Blender, and 3ds Max; image uploads can be JPG, PNG, or WebP up to 50 MB. Studio provides guided work on one image, while Flow lets users compare up to four variations, branch results, and collaborate with viewers or editors. New accounts receive 100 credits without a payment card, and those credits do not expire. Free renders have a watermark and are limited to personal, non-commercial use; paid-plan renders may be used commercially. Its MCP connection works with ChatGPT, Claude, Claude Code, and other assistants supporting remote MCP over HTTP with OAuth sign-in.
Good
- Works with sketches, photos, floor plans, and 3D-view captures.
- Offers interior, exterior, landscape, and masterplan visualization.
- Flow compares up to four variations and supports collaboration.
- New accounts get 100 credits that do not expire.
- Paid-plan renders may be used commercially.
Watch out
- Free renders are watermarked and personal-use only.
- Free accounts have a daily MCP spend cap of 300 credits.
- MCP runs at most two renders at once.
- Customer-facing audit logs and a sub-processor register are not yet shipped.
Who it suits
It suits architects and designers who want to turn sketches, photos, or model views into presentation images, with editing and variation tools. Teams can use shared projects, pooled credits, seats, and spend controls; the team workspace starts at two seats.
Verdict
mnml.ai combines architectural visualization, image editing, and short video generation with several ways to bring in design work. Check the free-use restrictions and credit limits first, especially if you need commercial renders or plan to use the MCP connection.
Plans and prices
From mnml.ai's own pricing page, checked 29 Sep 2026.
| Plan | Price | What it gives you |
|---|---|---|
| Lite | $29 a month | 1,000 credits/month · 2 renders at once · 10 video generations · credits rollover · Billed monthly |
| Plus | $49 a month | 3,000 credits/month · 4 renders at once · 30 video generations · credits rollover · Billed monthly |
| Studio | $119 a month | 10,000 credits/month · 6 renders at once · 100 video generations · credits rollover · Billed monthly |
| Credit Pack | $149, paid once | 10,000 credits · valid for 6 months · One-time payment, no subscription |
The facts
Each one read from mnml.ai's own pages, with the date it was checked.
What it does
- Commercial use
- Paid-plan renders may be used commercially, while free-plan renders are watermarked and limited to personal, non-commercial use.checked 29 Sep 2026
- Design tools
- Its tools cover interior, exterior, landscape, and masterplan visualization, region-level edits, image extension, 8K upscaling, and short video animation.checked 29 Sep 2026
- Integrations
- The mnml MCP connects an mnml.ai account to ChatGPT, Claude, Claude Code, and other assistants that support remote MCP over HTTP with OAuth sign-in.checked 29 Sep 2026
- MCP limits
- MCP runs at most two renders at once and caps daily spend at 300 credits on free accounts and 1,000 on paid accounts.checked 29 Sep 2026
- Privacy
- The maker says customer uploads, prompts, and generated renders are not used to train or improve AI models and are shared only with infrastructure and model providers needed to deliver requested renders.checked 29 Sep 2026
- Product
- mnml.ai is an AI visualization studio for architecture and design that turns sketches, photos, or model views into client-ready images.checked 29 Sep 2026
- Security
- The security page states data is encrypted at rest with AES-256 and in transit with TLS 1.3, with primary storage in the EU and GDPR, CCPA, and APPI compliance claims.checked 29 Sep 2026
- Security roadmap
- The trust page says a standing sub-processor register and customer-facing audit logs are on the roadmap and not yet shipped.checked 29 Sep 2026
- Support
- The contact page says sales, support, and security inquiries are answered by humans as soon as possible and links to a help center.checked 29 Sep 2026
- Supported design inputs
- The site says it works with exported views from SketchUp, Revit, Rhino, and Blender, as well as 3ds Max, photos, and sketches; image uploads may be JPG, PNG, or WebP up to 50 MB.checked 29 Sep 2026
- Workspaces
- Studio supports guided work on one image, while Flow is a board for comparing up to four variations, branching results, and collaborating with viewers or editors.checked 29 Sep 2026
Money
- Free credits
- New accounts receive 100 free credits that do not expire, with no card required; the site says this is not a time-limited free trial.checked 29 Sep 2026
- Team plan
- Team workspaces offer pooled credits, seats, shared projects, spend tracking, roles, and policy controls, starting at two seats.checked 29 Sep 2026
The company
- Headquarters
- Dubai, United Arab Emirateschecked 23 Sep 2026
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