Knogra

A scene-based knowledge graph explorer with AI help that runs in your browser

Intermediate
Screenshot of Knogra, A scene-based knowledge graph explorer with AI help that runs in your browser

What is Knogra?

Knogra is a browser-based knowledge graph explorer that splits large maps into animated scenes, offers a topology-aware AI assistant using your own API key, and stores everything locally as plain JSON with no account.

Knogra is a knowledge graph explorer aimed at visual learners, researchers and anyone who wants to map a whole subject instead of filing it into folders. It supports several map styles in one workspace: free-form mind maps, concept maps with labeled relationships, semantic networks, nested mind maps where any node opens into its own map, memory palaces, and equation collections written in LaTeX. The central idea is the scene. A large graph is split into focused views, each scoped to what matters at that moment, while all of them draw from one connected graph. Moving between scenes is animated, so shared ideas drift to new positions instead of the screen jumping, which is meant to help the brain tie a concept to where it sat. Nodes are shapeable visual objects that can hold rendered equations or SVG illustrations, with more than 20 presets to begin from. An AI assistant reads both the nodes and the connections. Each concept keeps its own conversation on the node, so only the context that concept needs is carried along. Asked to grow a map, the assistant proposes nodes and links that may have been missed. Learning aids include saved paths through the scenes for revision or guided tours, and a quiz mode that hides a share of the nodes to test recall. Mermaid diagrams inside Markdown files can be imported as navigable drill-down scenes, and graphs export back out. Data handling is local. Graphs live in the browser using IndexedDB, work offline, and save as plain JSON. There is no account or server, and the AI features use a key the user supplies, with calls going straight to the chosen provider. The site is designed for desktop use. A public library of hand-built graphs, including quantum mechanics, calculus, chess openings and the Odyssey, can be opened and edited. Compared with Mermaid or typical mind-map apps, Knogra trades quick diagramming for depth and navigation across large subjects.

How do you use Knogra?

  1. 1Open the Welcome graph
    Start with the Welcome to Knogra tutorial graph in the library. It explains how scenes work and how the map compares to outlines and ordinary diagrams.
    Knogra — Open the Welcome graph
  2. 2Follow the basics guide
    Read the step-by-step basics guide and its short video tutorials to learn the handful of moves that the rest of the tool builds on.
    Knogra — Follow the basics guide
  3. 3Launch the workspace
    Open the app in a desktop browser and create a new graph or continue the one already saved locally in the browser.
    Knogra — Launch the workspace
  4. 4Add your AI key
    Enter your own API key from a model provider so the assistant can suggest nodes and connections. The blog explains what a key is and how it is billed.
    Knogra — Add your AI key
  5. 5Build scenes and name relationships
    Add nodes, split the graph into scenes, and give each line a direction and a type so connections read as clear statements.
  6. 6Test yourself with quiz mode
    Switch to quiz mode inside the app to hide some nodes and check how much of the map you can reconstruct, then save a path for revision.

Pros and cons

Pros

  • Scenes with animated transitions keep very large graphs navigable and support spatial memoryAI
  • Local-first storage in IndexedDB with offline use, plain JSON export and no account or trackingAI
  • AI assistant understands graph structure and keeps a separate conversation per nodeAI
  • Quiz mode and saved paths turn a map into a revision tool, not just a diagramAI
  • Imports Mermaid diagrams from Markdown and lets users open and edit a library of example graphsAI

Cons

  • Designed as a desktop app, so the experience on phones or tablets is limitedAI
  • AI features require your own API key, which adds setup and separate provider costsAI
  • Browser-only storage means no built-in sync, so moving between devices relies on manual export and importAI
  • Built by a very small team with no stated roadmap, so long-term development is uncertainAI
  • The library graphs are hand-made and admittedly contain gaps and occasional mistakesAI

How much does Knogra cost?

Pricing

The homepage does not state pricing. It mentions that AI calls go to your own chosen provider using your own API key, so provider usage costs are separate.

Learn more

Support

A contact page handles graph requests and questions. The blog offers beginner video tutorials and explainers, and the library includes a tutorial graph.

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Integrations

Imports Markdown files containing Mermaid diagrams and exports graphs as plain JSON. AI works through your own API key with calls sent directly to your chosen provider.

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Features

Scenes with animated transitions, topology-aware AI with per-node conversations, shapeable node visuals with equations and SVG, saved paths, quiz mode, nested mind maps, and Markdown and Mermaid import and export.

Frequently asked questions about Knogra

  • How much does Knogra cost?
    The homepage does not state pricing. It mentions that AI calls go to your own chosen provider using your own API key, so provider usage costs are separate.
  • How do you use Knogra?
    The walkthrough on this page covers 6 steps: 1. Open the Welcome graph 2. Follow the basics guide 3. Launch the workspace 4. Add your AI key 5. Build scenes and name relationships 6. Test yourself with quiz mode.
  • What platforms does Knogra support?
    Knogra is available on Web App.
  • What does Knogra integrate with?
    Imports Markdown files containing Mermaid diagrams and exports graphs as plain JSON. AI works through your own API key with calls sent directly to your chosen provider.
  • What are the limitations of Knogra?
    Designed as a desktop app, so the experience on phones or tablets is limited. AI features require your own API key, which adds setup and separate provider costs. Browser-only storage means no built-in sync, so moving between devices relies on manual export and import.

Status

StatusActive
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Added10/7/2026

Platforms

Web App

Pricing

Free