2026-10-31 16:55 UTC

AMNI-SCIENT launches free browser CAD with AI-assistant bridge

state: significantheat: lowuncertainty: mediumrelevance: highagentic-cad mcp engineering-simulation creative-toolsAMNI-SCIENT

What is this?

AMNI-SCIENT announced Amni-CAD, a free, no-account browser CAD tool, on its product page dated October 20, 2026; a Show HN post on October 27 presented it to users. The company says it supports parametric solid modeling, exports to common CAD and manufacturing formats, and on-device GPU stress, heat and flow simulations. Its local bridge is described as letting compatible AI assistants create or edit designs and inspect results in the browser. These are first-party product claims; the supplied sources do not independently verify performance or adoption.

Why it matters

The announced combination of browser-based parametric CAD, simulation, manufacturing outputs and an assistant bridge could lower setup barriers for hobbyists and small shops, while potentially extending AI assistance into physical design. Its practical significance still depends on reliability and validation.

Current assessment

AMNI-SCIENT’s product page, dated October 20, 2026, presents Amni-CAD as free browser-based CAD requiring no account. The company says it offers OpenCascade-based parametric modeling, imports and exports, drawings, simulation, manufacturing tools, and a local bridge through which compatible assistants can create or edit designs and inspect results. It also claims free-use designs and computations stay on the user’s device. The breadth of the announced workflow makes this a consequential access-oriented product release, but these are company claims: the supplied evidence does not independently establish solver accuracy, security, usability, or adoption. A separate Show HN for Hackerscad indicates other code-first AI-agent CAD tools are appearing, not that Amni-CAD is uniquely capable. The case’s engagement is now very low; track substantive implementation or independent validation rather than treating attention as evidence of impact.

Measured heat

now 0 pts/hpeak 8 pts/hcomments 0/hpeers p19momentum: steady2 platformsage 292h
points/hour across evidence · reading as of 2026-11-01 03:33:11.107410+11:00 · deterministic, not a model opinion

How the heat travelled

10-19 13:00⭐ origin echo-reconstructedThe Amni-CAD product page itself is the originating artifact: it presents the product directly as “FREE PARAMETRIC CAD IN YOUR BROWSER • STE
Amniscient, LLC (Amni-Scient; built/maintained by Anthony Reffelt) on other (echo) · attributed from hn.story.50244857
—
10-26 14:56first on hacker news · published · +169.9hShow HN: Amni-CAD – free browser CAD with FEA that Claude can drive over MCP
amnibro7
—
10-26 14:56amplified on hacker news 👑hn.story.50244857
amnibro7
peak 2 · 0 comments · 65% of case engagement
10-28 07:21amplified on hacker newshn.story.50270203
Kapendev
peak 1 · 0 comments · 35% of case engagement
10-26 15:26our radar first saw it · +170.4hdiscovery anchor: hn.story.50244857—

Evidence (3) — ⭐ canonical anchor

sourceobjectauthorscorecomments
🟧 hnShow HN: Amni-CAD – free browser CAD with FEA that Claude can drive over MCP
Retrieved article excerpt

Open article · Retrieved 2026-10-26T15:28:20.076821+00:00

# AMNI-CAD

FREE PARAMETRIC CAD IN YOUR BROWSER • STEP EXPORT • GPU STRESS & FLOW • 2D DRAWINGS • BRING YOUR OWN AI

[LAUNCH AMNI-CAD →](https://amni-scient.com/cad/)

Design a real part, test it, draw it and send it to a machine shop or a printer, without installing anything.

- OpenCascade solids in inches or millimeters, with STEP, BREP, STL, 3MF, OBJ, glTF and PLY export
- Stress, natural frequencies and heat flow solved on your GPU
- Wind and water tunnel with drag, pressure and streamlines
- Automatic ANSI drawings in decimal inches (or ISO in millimeters), with fits and GD&T
- Workshop and Blueprint interface layouts
- Works with Claude, ChatGPT, Gemini or a model on your device

Amni-CAD showing an L-bracket with a stress map and the simulation panel

## WHAT IT DOES

#### PARAMETRIC SOLIDS

Real B-rep solids from the OpenCascade kernel: extrude, revolve, sweep, loft, holes in standard US (#4 to 1/2 in, 82° countersinks) and ISO metric sizes, UNC and metric threads, fillets, chamfers, shells, patterns, mirrors, threads and coil springs. Every number can be a formula of your parameters.

#### FORM: SCULPT & ANIMATE

An organic workspace for characters, grips and creatures. Smooth-blended shapes, sculpt brushes (inflate, dent, crease, smooth, flatten, grab), bones and keyframes, exported as animated glTF. The whole scene is a short text file, so an AI can build or change it in a few hundred tokens. [Open Form](https://amni-scient.com/cad/#form).

#### MAKE: INSTANT QUOTE & CAM

Price the part as you design it. Amni-CAD spots flat sheet, bent sheet or solid parts and quotes laser, waterjet, plasma, CNC router, 3-axis milling and 3D printing with nesting, cut-time planning and DFM checks pinned to the spots that need fixing. Export the flat DXF, or G-code for GRBL, LinuxCNC and Fanuc machines from the Genmitsu 3018 up to a Haas.

#### STRESS, MODES, HEAT

Click faces to fix and load them, then solve on your own GPU. Von Mises stress in psi (MPa), displacement, safety factor, natural frequencies and steady heat flow, with imperial units first and metric alongside.

#### WIND & WATER TUNNEL

A lattice-Boltzmann flow solver on WebGPU gives drag coefficient, surface pressure and streamlines around the part, in air or water.

#### 2D DRAWINGS

Front, top, side and isometric views with hidden lines, auto dimensions, hole callouts and a title block. Export PDF, SVG or DXF.

#### TOLERANCING

ISO 2768 general tolerances, ISO 286 fits like H7/g6, GD&T frames, and worst-case, RSS and Monte Carlo stack-ups straight from your model.

#### BRING YOUR OWN AI

Describe a part or a change. Use Claude, OpenAI, Gemini or OpenRouter with your key, your Claude or ChatGPT subscription through the local bridge, or a fully on-device model.

#### FAMILIAR INTERFACE

Switch between the Workshop and Blueprint layouts: ribbon, feature tree with rollback bar, properties panel, middle-mouse orbit and standard view shortcuts.

#### OPEN FORMATS

STEP and BREP for any CAD or CAM, STL and 3MF for printing, OBJ, glTF and PLY for rendering. Import STEP too.

## USE THE AI YOU ALREADY PAY FOR

Websites can’t sign in to a Claude Pro/Max or ChatGPT Plus plan. Those plans only work inside their own apps. So Amni-CAD comes to your assistant instead.

**The local bridge** is one small file you run on your own computer. Add it to Claude Code, Claude Desktop, Codex, Gemini CLI or Cursor, pair it once with a six-digit code, and then ask in plain words: “make the bracket 20% lighter and show me the stress.” You watch the part change in your browser while your assistant reads the results and screenshots.

**Prefer an API key?** Paste one for Anthropic, OpenAI or Google, or sign in once with OpenRouter. The key and your prompts go straight from your browser to that provider.

**Want nothing to leave the machine?** Pick the on-device model (Amni-LLM on WebGPU), or point it at Ollama or LM Studio.

## TYPICAL WORKFLOW

### 1. SKETCH OR DESCRIBE

Start from a template, add features from the ribbon or the palette, or type what you want. Parameters like `w = 3.5` (inches by default, or millimeters) drive every size.

### 2. TEST IT

Pick the faces that are bolted down and the faces that are pushed. Run stress, modes, heat or flow and read the safety factor, frequencies or drag.

### 3. DRAW & TOLERANCE

Generate the drawing, set the general tolerance class and fits, add GD&T, and check the stack-up before anything gets made.

### 4. EXPORT

STEP for the machine shop, 3MF or STL for the printer, PDF or DXF drawings, and a share link that carries the whole design.

## PRICING

Amni-CAD is free to use, with no account and no trial clock. Pro adds your own vault (PDM) that checks in every part with its STEP, PDF drawing and native file, plus your own drawing standards and a headless API. Enterprise adds a hosted team vault with approvals, clearances and watch-folder automation.

### FREE

$0 forever

- **Parametric solids** with STEP, BREP, STL, 3MF, OBJ, glTF and PLY export, and STEP import
- **Form** sculpting and animation
- **170 materials**: steels, stainless, cast iron, aluminum, titanium, copper and nickel alloys, plastics, composites, ceramics and wood, each with stiffness, strength and thermal data for the solvers
- **Stress, modes, heat and flow** (wind and water tunnel) solved on your own GPU, with loads and supports on whole faces or on a circle, rectangle or outline you draw on a face
- **2D drawings** in ANSI or ISO with auto dimensions, fits, GD&T and tolerance stack-ups, exported as PDF, SVG or DXF
- **Make:** instant quotes, nesting, DFM checks, flat DXF and G-code, with your own shop rates
- **Assemblies** with mates, interference checks and BOMs, **STEP assembly import** that keeps every part’s name and position, and **Pack and Go**: assembly STEP, one STEP per part, drawing PDF and BOM CSV in one zip
- **Bring your own AI** (Claude, ChatGPT, Gemini, a local model)

[START FREE →](https://amni-scient.com/cad/)

### PRO

$15 per month

or $150 per year (two months free), for one person. Everything in Free, plus:

- **Vault (PDM):** your own encrypted vault on your computer. Check in by hand or automatically on every save, with part numbers, revisions and categories assigned for you, and a STEP, PDF drawing and native file stored on every revision. Search, sort and filter, BOMs and where-used
- **Style from PDF:** build a drawing sheet format from any drawing PDF, with fields detected for you
- **Custom sheet formats:** the format editor, PDF underlays and saving your own formats
- **Custom symbols:** the symbol editor, SVG import and Box → symbol
- **Classification markings:** classification banners and distribution statements on drawings
- **[Headless API](https://amni-scient.com/amni-cad-api.html):** build, export, simulate, quote and make G-code from scripts on your own computer

[SEE PRO & BUY](https://amni-scient.com/amni-cad#pro)

### ENTERPRISE

$99 per month

or $990 per year (two months free), for up to 10 people on one subscription.

- **Everything in Pro** for your whole team, including the headless API
- **Hosted team vault:** 100 GB, encrypted on each person’s device so we store only ciphertext. Check-out locks, release approvals, change orders, clearances and compartments, and an audit log
- **Automation:** `amnicad vault watch` checks in every new or changed STEP, Amni-CAD, PDF, STL and DXF file from a folder or build server
- **Prefer your own server?** Run Amni-Vault yourself and join it the same way
- **One key** to share across the team, with one bill
- **More than 10 people?** [Contact us](https://amni-scient.com/contact.html)

[SEE ENTERPRISE & BUY](https://amni-scient.com/amni-cad#pro)

How do seats work?

Pro covers one person and Enterprise covers up to 10, which is also the number of active members a hosted team vault allows. Your license key records the plan and Amni-CAD shows it under Pro. The key is checked on your device with a digital signature, and Amni-CAD never reports who is using it.

Can I cancel anytime?

Yes. Open Pro in Amni-CAD and choose Manage billing to cancel in Stripe’s billing portal. Your key keeps working until the end of the period you paid for. After that the Pro tools and the headless API lock and everything in Free keeps working.

Does it work offline or on an air-gapped machine?

Yes. A license key is verified on the device, so pasting it in needs no connection. Subscription keys renew by sending only the key to our license server during the last 10 days of each period; a key issued without a subscription never needs to renew. For a machine that is never online, [contact us](https://amni-scient.com/contact.html) about a fixed-term or perpetual key, and see [privacy and export control](https://amni-scient.com/amni-cad-privacy.html) for the offline single-file copy.

What is the difference between the Pro vault and the team vault?

The Pro vault lives on your own computer, in the browser’s storage, and is for one person. Back it up to a file from the Vault tab. The Enterprise team vault is hosted by us so your whole team shares one set of part numbers, revisions and BOMs, with check-out locks so two people never edit the same part, and approvals before a part is released. You can move a personal vault into a team vault in one step. When a subscription ends, the team vault becomes read-only and stays readable so your team can download everything.

Which CAD programs can I exchange files with?

Any program that reads and writes STEP, which covers SOLIDWORKS, Inventor, Fusion, Creo, NX, CATIA, Solid Edge, Onshape and FreeCAD. Assemblies come in with every part named and placed, and Pack and Go sends them back out the same way. Drawings export as PDF, SVG and DXF, and meshes as STL, 3MF, OBJ, glTF and PLY. IGES and Parasolid are not supported; save as STEP from the other program instead.

Can I pay by invoice or purchase order?

Yes. [Contact us](https://amni-scient.com/contact.html) with your seat count.

What is the headless API?

The Amni-CAD engine as a command and a local HTTP API on your own computer, for scripts, build servers and other programs. Your Pro or Enterprise key unlocks it; designs are never uploaded. [Read the API guide](https://amni-scient.com/amni-cad-api.html).

Is anything sent to you when I use the free tier?

No. Free use needs no account, and there is no telemetry or activity logging. Designs are computed in your browser and are not uploaded. [Read exactly what the optional cloud features send](https://amni-scient.com/amni-cad-privacy.html).

## EVALUATE IT FOR YOUR SHOP

### FOR JOB SHOPS

A worked laser and machining quote with every number shown, DFM flags, a flat DXF to download, and how to enter your own shop rates.

[READ THE QUOTE](https://amni-scient.com/amni-cad-shops.html)

### VERIFICATION

The solvers run against hand calculations and published benchmarks, with expected value, measured value, error and tolerance for every case.

[SEE THE RESULTS](https://amni-scient.com/amni-cad-verification.html)

### PRIVACY & EXPORT CONTROL

What stays on your hardware, what each optional cloud feature sends and to whom, and how the encrypted vault works.

[READ THE FACTS](https://amni-scient.com/amni-cad-privacy.html)

## AMNI-CAD PRO

Everything above stays free. Pro and Enterprise add the tools teams need to run engineering data and drawings the way their company does.

### VAULT (PRO)

Part data management built into the editor. Every check-in gets a part number, a revision, a category and a STEP, PDF drawing and native file, automatically on save if you like. Find anything with search, filters and sorting, and use 2,478 standard fasteners, springs, wire and stock.

### TEAM VAULT (ENTERPRISE)

A vault we host for up to 10 people, with 100 GB. Check-out locks, release approvals, change orders, clearance levels and need-to-know compartments, all enforced by encryption. We only ever store ciphertext.

### AUTOMATION (ENTERPRISE)

amnibro720
🟧 echo.other ⭐The Amni-CAD product page itself is the originating artifact: it presents the product directly as “FREE PARAMETRIC CAD IN YOUR BROWSER • STEAmniscient, LLC (Amni-Scient; built/maintained by Anthony Reffelt)——
🟧 hnShow HN: Hackerscad – Code-first CAD with MCP server for AI agentsKapendev10

Interpretation history

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