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Cell Forge

cellforge.org·Education & learning

Cell Forge converts microscope photographs into interactive three-dimensional cell models. It addresses the challenge of moving from flat two-dimensional images or diagrams to manipulable representations that support study for standardized biology examinations including AP Bio, IB HL, MCAT, and USMLE.

Users upload a light- or electron-microscope image of a cell in PNG, JPG, or WebP format up to 8 MB. The system identifies the cell type and its structures through artificial intelligence and produces a matching interactive three-dimensional model in under a minute. The resulting model supports dragging to orbit, scrolling to zoom, annotation, embedding in slides, and publishing to a community library. A free account provides one generation per month while a paid plan supplies additional capacity.

The service includes a built-in library of thirty standard cells. Each entry supplies a three-dimensional model together with a written guide covering structure, function, and examination tips. Community-generated models created by other students are also available for browsing.

Cell Forge is delivered as a web application. It is aimed at students preparing for the listed examinations as well as at teachers who may embed or share the models. The tool belongs to the class of AI-assisted biology education resources that generate three-dimensional visualizations directly from photographic input.

FreemiumWebEmbeddableCloud-managed
CCell Forge preview
Visit cellforge.org↗

Overview

5 features

In the Education & learning space, Cell Forge takes a focused approach. Students struggle to understand 3D cell structures from flat 2D microscope images and textbook diagrams. Cell Forge is a consumer product aimed at biology students and educators. A free plan is available; paid tiers begin at $30. It ships for the web and embeddable surfaces.

Cell Forge first shipped in 2025. Key capabilities include 3D Model Generation, Microscope Photo Upload, and Interactive Orbit. The interface is available in 5 languages, including English, Spanish, and Japanese.

Summary written by a language model from the project’s public pages.

  • ✓3D Model Generation
  • ✓Microscope Photo Upload
  • ✓Interactive Orbit
  • ✓Annotation Tools
  • ✓Community Library
Tags
3d-cell-modelsmicroscope-aibiology-visualizationexam-prep
AI capabilities
Image
Inference: Cloud API

Built with & integrations

Framework
React
Hosting
Vercel
Runs on
BrowserEmbeddableCloud-managed
Detected from
React
__remixManifest in the HTML
Vercel
x-vercel-id header · x-vercel-cache header

Trust & compliance

Verified signals
✓HTTPS✓Free tier✓Multi-language

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed27 Jul · 00:17 UTC
    Cell Forge verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about Cell Forge

What does Cell Forge do?
Students struggle to understand 3D cell structures from flat 2D microscope images and textbook diagrams. It is catalogued under Education & learning on PulseGate.
Who should use Cell Forge?
Cell Forge is a consumer product built for biology students and educators.
How much does Cell Forge cost?
Paid plans start at $30, and a free tier is available.
What platforms does Cell Forge run on?
Cell Forge runs on the web and embeddable surfaces.
Is Cell Forge still active?
Unverified. Cell Forge has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
What projects are similar to Cell Forge?
Similar projects tracked by PulseGate include DroneGuru, Learn Awadhi. Speak Awadhi. St, and PianoFlow Studio.DroneGuruLearn Awadhi. Speak Awadhi. StPianoFlow Studio
When did Cell Forge launch?
Cell Forge first shipped in 2025.
What languages does Cell Forge support?
The interface is available in 5 languages, including English, Spanish, and Japanese.

At a glance

Pricing
Freemium · from $30/mo · free tier
Platforms
Web
Languages
English, Spanish, Japanese, Portuguese+1 moreshow lessEnglish, Spanish, Japanese, Portuguese, Chinese
Built for
Biology students and educators
Model
B2C
Solves
Students struggle to understand 3D cell structures from flat 2D microscope images and textbook diagrams.

Live coverage

Identity confidence
High · 89.6
Indexed
27 Jul 2026
Lifecycle
Alive
Last seen
27 Jul 2026
Identity audit (13)
Slug
cell-forge-cellforge-org
Lifecycle state recorded
27 Jul 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
27 Jul 2026
Timeline basis
Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from
Derived from the project's own page and URL.
Category from
Assigned by a language model.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model, checked against the page's own declaration.
Last updated
27 Jul 2026
Canonical URL
https://cellforge.org/

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