mnml.ai

Spec sheet

Product

mnml.ai is an AI visualization studio for architecture and design that turns sketches, photos, or model views into client-ready images.Read 29 Sep 2026 · mnml.ai

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.Read 29 Sep 2026 · mnml.ai

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.Read 29 Sep 2026 · mnml.ai

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.Read 29 Sep 2026 · mnml.ai

Support

The contact page says sales, support, and security inquiries are answered by humans as soon as possible and links to a help center.Read 29 Sep 2026 · mnml.ai

Headquarters

Dubai, United Arab EmiratesRead 23 Sep 2026 · mnml.ai

Commercial use

Paid-plan renders may be used commercially, while free-plan renders are watermarked and limited to personal, non-commercial use.Read 29 Sep 2026 · mnml.ai

Design tools

Its tools cover interior, exterior, landscape, and masterplan visualization, region-level edits, image extension, 8K upscaling, and short video animation.Read 29 Sep 2026 · mnml.ai

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.Read 29 Sep 2026 · mnml.ai

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.Read 29 Sep 2026 · mnml.ai

Security roadmap

The trust page says a standing sub-processor register and customer-facing audit logs are on the roadmap and not yet shipped.Read 29 Sep 2026 · mnml.ai

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.Read 29 Sep 2026 · mnml.ai

Team plan

Team workspaces offer pooled credits, seats, shared projects, spend tracking, roles, and policy controls, starting at two seats.Read 29 Sep 2026 · mnml.ai

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.Read 29 Sep 2026 · mnml.ai

Plans and prices

Every mnml.ai plan and price →

Where Specifiction places it

• AI Sketch-to-Image Generators#19 of 297.5
• AI Architectural Rendering Software#19 of 237.4