Freedom251 › AI Sketch-to-Image Generators
mnml.ai
What mnml.ai is
mnml.ai is an AI visualization studio for architecture and design that turns sketches, photos, or model views into images. Its tools cover interior, exterior, landscape, and masterplan visualization, plus region-level edits, image extension, upscaling to 8K, and short video animation. It accepts exported views from SketchUp, Revit, Rhino, Blender, and 3ds Max, as well as sketches and photos. Image uploads may be JPG, PNG, or WebP up to 50 MB. Studio guides work on one image; Flow supports comparing up to four variations, branching results, and collaboration with viewers or editors. New accounts receive 100 credits that do not expire, with no payment card required. Free-plan renders are watermarked and limited to personal, non-commercial use; paid-plan renders may be used commercially. Paid plans start at $29 a month, billed monthly. The maker says uploads, prompts, and generated renders are not used to train or improve AI models, and states that data is encrypted at rest and in transit.
Who it suits
mnml.ai suits architecture and design users who want to turn sketches, photos, or model views into visualizations. Teams can use shared workspaces with pooled credits, seats, shared projects, spend tracking, roles, and policy controls; team workspaces start at two seats.
What it does well
- Works across interior, exterior, landscape, and masterplan projects
- Accepts common model exports and image formats
- New accounts get 100 non-expiring credits
- Paid-plan renders may be used commercially
- Supports collaboration in Flow
What to know first
- Free renders are watermarked and non-commercial
- No free trial
- MCP renders are limited to two at once
- Team workspaces start at two seats
Limits
The free account starts with 100 credits; its renders are watermarked and restricted to personal, non-commercial use. Lite costs $29 a month, billed monthly, and includes 1,000 credits per month, two simultaneous renders, ten video generations, and credit rollover. MCP daily spend is capped at 300 credits on free accounts and 1,000 on paid accounts.
Plans
| Plan | Billed and limits | Price |
|---|---|---|
| Studio | Billed monthly · 10,000 credits/month · 6 renders at once · 100 video generations · credits rollover | $119 a month |
| Credit Pack | One-time payment, no subscription · 10,000 credits · valid for 6 months | $149, paid once |
| Lite | Billed monthly · 1,000 credits/month · 2 renders at once · 10 video generations · credits rollover | $29 a month |
| Plus | Billed monthly · 3,000 credits/month · 4 renders at once · 30 video generations · credits rollover | $49 a month |
As mnml.ai lists them, read 29 Sept 2026. The maker's own page has the final word.
Getting started
- Visit https://mnml.ai/ and create an account to receive 100 free credits without a payment card.
- Open the web service or connect through its API.
- Upload a JPG, PNG, or WebP image up to 50 MB, or provide another supported design input.
- Use Studio for guided work on one image or Flow to compare and branch variations.
- Choose a paid plan if you need commercial-use rights for renders.
Verdict
mnml.ai pairs architectural visualization tools with workflows for single images, variations, and collaboration. Its free credits do not expire, but free renders have watermark and usage restrictions; paid plans start at $29 a month, billed monthly.
Questions
Does mnml.ai have a free plan?
Yes. New accounts receive 100 credits that do not expire, with no payment card required.
How much does mnml.ai cost?
Lite is $29 a month, billed monthly. Plus is $49 a month and Studio is $119 a month, both billed monthly. The Credit Pack is a one-time payment of 149.00 USD for 10,000 credits valid for six months.
Can I use free-plan renders commercially?
No. Free-plan renders are watermarked and limited to personal, non-commercial use. Paid-plan renders may be used commercially.
Which platforms does mnml.ai support?
The listed platforms are web and API. Its MCP connection also works with ChatGPT, Claude, Claude Code, and other assistants supporting remote MCP over HTTP with OAuth sign-in.
Does it import CAD or BIM files directly?
Direct CAD/BIM import is unavailable. The site says it works with exported views from SketchUp, Revit, Rhino, Blender, and 3ds Max, along with other supported inputs.
Does mnml.ai offer team features?
Team workspaces include pooled credits, seats, shared projects, spend tracking, roles, and policy controls. They start at two seats.
Facts from mnml.ai's own pages
- Commercial use
- Paid-plan renders may be used commercially, while free-plan renders are watermarked and limited to personal, non-commercial use. · mnml.ai, 29 Sept 2026
- Design tools
- Its tools cover interior, exterior, landscape, and masterplan visualization, region-level edits, image extension, 8K upscaling, and short video animation. · mnml.ai, 29 Sept 2026
- 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. · mnml.ai, 29 Sept 2026
- Headquarters
- Dubai, United Arab Emirates · mnml.ai, 23 Sept 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. · mnml.ai, 29 Sept 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. · mnml.ai, 29 Sept 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. · mnml.ai, 29 Sept 2026
- Product
- mnml.ai is an AI visualization studio for architecture and design that turns sketches, photos, or model views into client-ready images. · mnml.ai, 29 Sept 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. · mnml.ai, 29 Sept 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. · mnml.ai, 29 Sept 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. · mnml.ai, 29 Sept 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. · mnml.ai, 29 Sept 2026
- Team plan
- Team workspaces offer pooled credits, seats, shared projects, spend tracking, roles, and policy controls, starting at two seats. · mnml.ai, 29 Sept 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. · mnml.ai, 29 Sept 2026
Where mnml.ai stands on Freedom251
- AI Sketch-to-Image Generators#8 of 29
- AI Architectural Rendering Software#10 of 23