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Find the right AI tool in 2 minutes. Independent reviews and honest comparisons of 875+ AI tools.

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Design & CAD
Z

Zookeeper

Conversational CAD agent that generates production-ready 3D CAD models from text prompts with research and reasoning capabilities for manufacturing workflows.

Starting at$0
Visit Zookeeper →
OverviewFeaturesPricingUse CasesLimitationsFAQSecurityAlternatives

Overview

Zookeeper is a Design & CAD conversational AI agent that generates production-ready 3D CAD models from natural language prompts, with pricing available as a free in-browser trial and paid access through Zoo Design Studio. It is built for mechanical engineers, industrial designers, and manufacturing teams who want to delegate repetitive modeling, research, and manufacturability tasks to an AI assistant while retaining full control over editable geometry.

Built into Zoo Design Studio and powered by Zoo's high-performance geometry engine, Zookeeper extends the company's earlier Text-to-CAD work with new research and reasoning capabilities. The agent uses engine-level tools to inspect, snapshot, and debug geometry as it works, meaning it can iterate on a design the way a human engineer would — checking dimensions, verifying features, and correcting errors mid-generation. Prompts can range from simple ('a manhole cover') to highly parametric ('a manhole cover with cuts for lifting, 600mm diameter, 50mm thick, with a 200mm hole in the middle'), and the system outputs fully editable KCL (Kitty CAD Language) models rather than static meshes, so designers can continue to refine the geometry in the host CAD environment.

Zoo Design Studio runs natively on Mac, Windows, and Linux, and Zookeeper is also available to try directly in the browser for sample prompts like drill guides, tooling nest blocks, I-beams, cold plates, and robotic arms. Based on our analysis of 870+ AI tools, Zookeeper sits in a small group of genuinely agentic CAD systems — compared to generative design tools that optimize an existing geometry or text-to-mesh systems that produce non-editable assets, Zookeeper's differentiator is that it returns parametric, manufacturable CAD suitable for real engineering workflows. An Enterprise tier adds unlimited Zookeeper credits, SSO, fine-tuning on a team's proprietary designs and standards across CAD formats, and enterprise-grade account management, making it viable for organizations that need to embed AI-assisted CAD into controlled production pipelines.

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Key Features

Conversational CAD agent with research and reasoning+

Unlike single-shot text-to-CAD generators, Zookeeper reasons about the problem before and during generation. It can research part conventions, consider manufacturability, and iterate toward a result rather than returning the first candidate geometry.

Engine-level geometry inspection and debugging+

Because Zookeeper is built on Zoo's own high-performance geometry engine, the agent has direct access to tools that let it inspect, snapshot, and debug the model as it's constructed. This is what allows it to catch and correct errors mid-generation instead of returning broken geometry.

Fully editable parametric output (KCL)+

Zookeeper emits parametric CAD in Zoo's KCL format, so every feature the agent generates remains editable after the fact. Designers can tweak dimensions, change feature counts, or continue the design manually without re-prompting from scratch.

In-browser sample prompts+

Zoo publishes live in-browser examples for drill guides, tooling nest blocks, I-beams, cold plates, and robotic arms. Users can evaluate the agent on representative engineering parts with no install, which is rare among CAD-grade tools in our directory.

Enterprise fine-tuning and SSO+

The Enterprise tier lets organizations train Zookeeper on proprietary design data across all supported CAD formats, so the agent conforms to internal standards. It also adds unlimited Zookeeper credits, enterprise-grade security and account management, and SSO for team deployment.

Pricing Plans

Free (Try in Browser)

$0

  • ✓Run sample prompts directly in the browser
  • ✓Includes drill guide, tooling nest block, I-beam, cold plate, and robotic arm examples
  • ✓No install required
  • ✓Evaluate Zookeeper output quality before committing

Zoo Design Studio

$25/user/month (billed annually)

  • ✓Full Zookeeper agent inside Zoo Design Studio
  • ✓Native desktop apps for Mac, Windows, and Linux
  • ✓Fully editable KCL parametric models
  • ✓Monthly allocation of Zookeeper generation credits
  • ✓Create, research, and manufacture workflows
  • ✓Iterate on existing designs conversationally
  • ✓$30/user/month if billed monthly

Enterprise

Custom (quote-based)

  • ✓Unlimited Zookeeper credits
  • ✓Fine-tuning on proprietary design data across CAD formats
  • ✓Enterprise-grade account management and security
  • ✓SSO
  • ✓Tailored AI built into internal design workflows
  • ✓Dedicated account manager
  • ✓Contact sales at zoo.dev for a quote
See Full Pricing →Free vs Paid →Is it worth it? →

Ready to get started with Zookeeper?

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Best Use Cases

đŸŽ¯

A mechanical engineer rapidly drafting a parametric fixture or tooling nest block by describing dimensions and features in plain English, then refining the editable KCL output in Zoo Design Studio

⚡

An industrial designer generating early-stage production parts — faceplates, enclosures, anchor plates — with specific dimensions, hole patterns, and feature counts before moving to detailed engineering

🔧

A small hardware startup without a dedicated CAD specialist producing manufacturable components (drill guides, cold plates, I-beams) by prompting rather than hand-modeling in traditional CAD

🚀

An enterprise engineering team fine-tuning Zookeeper on their internal component library and design standards so the agent produces parts that conform to company conventions out of the box

💡

A researcher or student exploring AI-assisted CAD workflows using the free in-browser samples before committing to Zoo Design Studio or a traditional CAD license

🔄

A manufacturing engineer iterating on existing designs conversationally — asking the agent to adjust thicknesses, add mounting holes, or scale features — rather than re-editing each parameter manually

Limitations & What It Can't Do

We believe in transparent reviews. Here's what Zookeeper doesn't handle well:

  • ⚠Output quality is highly sensitive to prompt specificity, as Zoo's own before/after examples demonstrate — vague prompts yield generic parts
  • ⚠Not a plugin for existing CAD environments like SolidWorks, Fusion 360, Onshape, or CATIA; users must work inside Zoo Design Studio
  • ⚠Enterprise pricing is quote-based and requires a sales conversation, which may slow procurement for larger teams
  • ⚠Advanced CAD workflows — complex assemblies, full GD&T, surfacing, and sheet metal unfolding — still require human finishing and may exceed the agent's current scope
  • ⚠Fine-tuning on proprietary data is gated behind the Enterprise tier, so smaller teams cannot tailor the agent to internal standards

Pros & Cons

✓ Pros

  • ✓Outputs fully editable parametric CAD models rather than static meshes, so engineers can continue to refine geometry downstream
  • ✓Built on Zoo's own high-performance geometry engine, giving the agent direct inspect/snapshot/debug access to the model as it builds
  • ✓Runs on Mac, Windows, and Linux natively — unusual for CAD tools, which are often Windows-only
  • ✓Free in-browser samples (drill guide, I-beam, cold plate, tooling nest block, robotic arm) let users evaluate before committing
  • ✓Enterprise tier supports fine-tuning on proprietary CAD standards, which most text-to-CAD competitors do not offer
  • ✓Tuned specifically for real-world manufacturing workflows rather than generic 3D content generation

✗ Cons

  • ✗Prompt quality strongly affects output — vague prompts produce generic results, as the site's before/after examples explicitly demonstrate
  • ✗Output quality depends on how well the target part can be expressed in KCL, which is a narrower representation than full B-Rep history from SolidWorks or CATIA
  • ✗Public pricing for individual paid tiers is not clearly published on the Zookeeper page, making budget planning difficult without contacting sales
  • ✗Locked into the Zoo Design Studio ecosystem — not a plugin for existing CAD packages like Fusion 360, SolidWorks, or Onshape
  • ✗Highly complex assemblies, tolerancing, and GD&T workflows still require human finishing; the agent is best at component-level geometry

Frequently Asked Questions

What is Zookeeper and how is it different from Text-to-CAD?+

Zookeeper is Zoo's conversational CAD agent built into Zoo Design Studio. It builds on the company's earlier Text-to-CAD work by adding research and reasoning capabilities, plus engine-level tools that let the agent inspect, snapshot, and debug geometry mid-generation. Where Text-to-CAD produced a single-shot model from a prompt, Zookeeper behaves more like an iterative agent — it can reason about manufacturability, check its own work, and correct errors before returning a production-ready result.

Who should use Zookeeper?+

Zookeeper is built for mechanical engineers, industrial designers, product developers, and manufacturing teams who want AI assistance inside a real CAD workflow. It's well suited to teams that regularly produce parametric parts — fixtures, brackets, plates, enclosures, tooling nests — and want to offload early-stage modeling and research. Compared to the other Design & CAD tools in our directory, it skews toward engineering use cases rather than concept-art or visualization use cases.

Do I need to install anything to try Zookeeper?+

No. Zoo provides in-browser samples for several representative prompts — drill guide, tooling nest block, I-beam, cold plate, and robotic arm — that you can try without installing anything. For full use inside Zoo Design Studio, there are native desktop builds for Mac, Windows, and Linux, which is broader OS coverage than most traditional CAD packages. The browser experience is the fastest way to evaluate whether the agent handles your kind of part.

How do I write better prompts for Zookeeper?+

Zoo's 'Prompt like a Pro' examples show that specificity is what separates a rough sketch from a production-ready model. For example, 'a manhole cover' produces a generic disc, but 'a manhole cover with cuts for lifting, 600mm diameter, 50mm thick, with a 200mm hole in the middle' produces a correctly sized, feature-complete part. Include dimensions, feature counts (number of holes, slots, switches), intended use, and units wherever possible to get manufacturable output.

Does Zookeeper support enterprise deployment and custom training?+

Yes. Zoo offers an Enterprise tier that includes unlimited Zookeeper credits, SSO, enterprise-grade account management and security, and the ability to fine-tune the agent on a team's proprietary design data and CAD standards across all supported formats. This is aimed at organizations that need the agent to respect internal component libraries, naming conventions, and manufacturing standards rather than producing generic parts. Pricing for the Enterprise tier is not published publicly and requires contacting Zoo directly.

How much does Zoo Design Studio cost?+

Zoo Design Studio individual plans start at $25 per month per user when billed annually ($30 month-to-month). This includes full access to the Zookeeper conversational CAD agent, native desktop apps for Mac, Windows, and Linux, and a monthly allocation of Zookeeper generation credits. The Enterprise tier is quote-based and adds unlimited credits, SSO, fine-tuning on proprietary design data, and dedicated account management. The free browser trial requires no payment or signup. Visit zoo.dev/pricing for the latest rates.
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What's New in 2026

Zoo has evolved its earlier Text-to-CAD product into Zookeeper, a conversational agent with added research and reasoning capabilities and engine-level tools that let it inspect, snapshot, and debug geometry during generation. Zookeeper is now embedded in Zoo Design Studio (available on Mac, Windows, and Linux), and Zoo is running a Makeathon promotion alongside the release.

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User Reviews

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Quick Info

Category

Design & CAD

Website

zoo.dev/zookeeper
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