Knogra

Think in graphs. Learn visually.

An AI-assisted knowledge graph explorer for visual learners, researchers, and the deeply curious.

Knogra is a desktop app — open knogra.io on your computer for the full experience.

What You Can Build

Mind Maps

Free-form thinking with structure when you need it. Not locked into rigid hierarchies.

Concept Maps

Labeled relationships between ideas. See how concepts connect, not just how they nest.

Memory Palace

Navigate scenes spatially. Visual transitions build the associations that stick.

Equation Collections

LaTeX cheat sheets that live inside your knowledge graph. Math where it belongs.

Semantic Networks

Nodes are concepts, edges are relationships. Classic knowledge representation, modern interface.

Long-Distance Associations

Connect ideas across domains — chemistry to cooking, math to music. No folder boundaries.

Features

Scenes

A large graph is hard to navigate all at once — so Knogra lets you break it into focused views, each scoped to what matters right now. They all draw from one connected graph. Complexity stays manageable no matter how far your knowledge grows.

Transitions

Moving between scenes is animated — shared ideas drift to their new positions rather than the screen jumping to something unrelated. Your brain encodes knowledge spatially: you remember a concept by where it sat and how you reached it. Knogra turns navigation into memory.

Topology-Aware AI

Chat with an assistant that understands your graph's structure — which ideas are well-connected, which are isolated, and what's missing. It suggests what to add next; you accept with one click.

No Design Tax

Your graph looks good without extra effort. Styles, themes, and backgrounds take shape as you build — picking a look for an idea is part of the thinking, not a separate cleanup step. 20+ node designs, multiple themes, custom backgrounds.

Paths

Build a guided walk through your graph — for teaching, presenting, or studying. Take someone through a complex topic step by step, without losing the connections that make it meaningful.

Mermaid Import / Export

Already have diagrams in Mermaid? Import them and a flat picture becomes navigable, drill-down scenes you can actually explore. Export any graph back to Mermaid to share or version it. Your existing diagrams get a second life.

See It in Action

Coming soon

Quick overview of Knogra

Coming soon

Building your first knowledge graph

Coming soon

Scenes and transitions explained

Explore Graphs

Open graphs in the app — visit on a desktop computer.

Loading graph library...

Latest from the Blog

The Calculus Map That Mermaid Couldn't Draw

Mon Jul 20 2026

A student tries to map an entire calculus course as one diagram. Mermaid gives them a hairball. Here's what happens when you feed the same diagram to Knogra.

Your Data, Your Rules

Everything stays in your browser. No server, no account, no tracking.

IndexedDB storage. Works offline. Export and import anytime.

Bring your own AI API key — calls go directly to your chosen provider.