mindmap.io vs RabbitHoles AI: which should you use? (2026)

RabbitHoles AI, now shipping as Slashspace, is the closest thing on the market to mindmap.io: a node-based canvas where every node is its own AI chat you can branch, connect, and arrange in space. It does one thing no web tool can match, which is keep all of your canvas data on your own machine for full offline, private use. The question this page answers is what happens once the work has to leave your machine, and once each branch needs to keep reasoning with the context above it instead of sitting as a separate node you wired together by hand.

TL;DR verdict

Pick RabbitHoles AI if local-first privacy is the deciding factor and you want a desktop app that stores every chat on your device, plugs into 1000+ tools and MCP servers, and lets you bring your own API keys. Pick mindmap.io if you want every fork to carry the full branch above it, notes and AI prompts in the same node with one keystroke between them, auto-expand, AI zoom summaries, and a public link anyone can open and clone. mindmap.io is free for up to 5 maps with limited AI built in, so you can test the branching workflow before you pay anything.

The comparison

Both tools belong in this category, and RabbitHoles AI is the strongest direct competitor mindmap.io has. It wins the rows that come from being a local desktop app: data that never leaves your device, deep tool and MCP wiring, and your own API keys. mindmap.io leads because the rows that keep a long session moving, notes beside AI nodes, auto-expand, zoom summaries, ask-your-whole-map, and a link a reader can open and clone, are the ones it was built around.

Mindmap: a branch that keeps reasoning, and a note that becomes a prompt

The two canvases look similar and behave differently the moment you go deep. In RabbitHoles AI you branch and connect chat nodes by hand, and branches preserve context so you avoid pollution. In mindmap.io every fork carries the full chain of ancestors automatically, so when you take one answer in five directions, each new branch already knows everything above it without you wiring the link. The other gap is what a node holds. In RabbitHoles AI notes are really attached source files, and instructions live per node. In mindmap.io every node is either a note (text, image, link, or file) or an AI prompt, one keystroke flips between the two, and one keystroke forks any point into a new branch. Add per-map custom instructions that apply to the whole canvas and keyboard-first navigation, and a hundred-branch map stays a place you think rather than a board you maintain.

AI capabilities: per-node models, auto-expand, and four zoom levels

Both tools are AI-native, both put a real conversation in every node, and both let you choose the model per node across frontier providers. mindmap.io adds the moves you make a hundred times a day. You switch the model per node and compare answers side by side in the same map, so Claude reasons in one branch while Gemini drafts in the next. Auto-expand lets you set a direction and the AI asks its own follow-up questions and builds whole branches on its own, which RabbitHoles AI does not do today. AI zoom summaries condense every node across four levels, from Full to Tweet to Phrase to Keyword, so you read an entire map at a glance. You can paste an article or text and mindmap.io builds an interactive map of real nodes you keep expanding, and you can ask Milo, our in-app AI agent, questions about your whole map or have it edit the map for you. RabbitHoles AI counters with deeper agent tooling: 1000+ integrations, MCP servers, in-canvas image generation, and bring-your-own-key on higher tiers. You can also point your own AI agent at mindmap.io over MCP or an installable skill and have it create and grow maps programmatically, while Slashspace (formerly RabbitHoles AI) is a local-first desktop canvas that only acts as an MCP client (BYOK keys, consuming 1000+ external tools via Composio) whose new v1.5.0 “Canvas write tools” let its OWN in-app AI create nodes and edges through internal tool-calls, with no official MCP server or public API documented for an external agent to build maps inside the tool.

Sharing: a link anyone can open versus data that never leaves your machine

This is the cleanest trade in the comparison. RabbitHoles AI is local-first by design, so all canvas data stays on your device for offline, private work, which is a genuine advantage mindmap.io does not match. The cost of that choice is that there is no public, interactive, clonable share link and no web collaboration, and export is Markdown and JSON only. mindmap.io runs on the web and takes the public-thinking route. Export any map to Markdown, PNG, JSON, or a clean chat transcript, or publish a public, interactive, read-only link that other people explore node by node and clone into their own. Your reader does not get a screenshot of your thinking. They walk it, branch it, and take it with them.

Choose mindmap.io if

• You want every fork to carry the full branch above it automatically, with no manual wiring.
• You want notes and AI prompts in the same node, one keystroke apart, beside each other on the canvas.
• You think in big maps and need auto-expand, AI zoom summaries, and ask-your-whole-map to step back across a hundred branches.
• You want a public, interactive link a reader can open and clone, with up to 5 maps free in the browser.

Choose RabbitHoles AI if

• Local-first privacy is the deciding factor and you need every chat stored on your own device for offline use.
• You want a desktop app for Mac, Windows, or Linux rather than a web tool.
• You lean on 1000+ integrations, MCP servers, and coding agents wired into the canvas.
• You want bring-your-own-API-key for cost control and a one-time Lifetime option around $129.

What RabbitHoles AI does well

RabbitHoles AI is a serious branching canvas, and its local-first design is its standout strength. Every chat and node lives on your device, so the whole canvas works offline and nothing leaves your machine, which is a real answer for researchers and privacy-conscious users that no web tool can offer. On top of that it has mature node tooling: drag-drop files and images, auto source nodes from pasted YouTube and website URLs, node grouping, per-node model switching across GPT-5, Claude 4, Gemini 3, Perplexity, and Grok, and deep wiring into 1000+ tools, MCP servers, and coding agents. Bring-your-own-API-key on higher tiers and a $129 Lifetime option round it out. The trade-off, by the same design, is that desktop-and-local means no shareable web link, no multiplayer, and export limited to JSON and Markdown, so a map you build cannot be opened and cloned by someone who does not run the app.

FAQ

Is mindmap.io a good RabbitHoles AI alternative?

Yes, especially if you like the branching-canvas idea but need the map to leave your machine. mindmap.io runs on the web, carries full ancestor context into every fork automatically, and publishes a public, interactive link anyone can open and clone. The trade is that RabbitHoles AI keeps everything local and offline, which mindmap.io does not.

Does mindmap.io generate a mind map from an article like I would expect?

It does, and this is one place RabbitHoles AI does not follow today. Paste text or an article and mindmap.io builds an interactive map of real note nodes you keep working in, so you question them, switch their model, auto-expand them, and zoom them down to keywords rather than receiving a static diagram.

Can I use Claude, GPT, and Gemini in mindmap.io?

Yes. You get ChatGPT, Claude, Gemini, Grok, and more on one subscription with no API keys, and you switch the model per node to compare answers side by side in the same map. RabbitHoles AI matches the per-node choice and adds bring-your-own-key on higher tiers if you want to supply your own.

Does mindmap.io store my data locally and work offline like RabbitHoles AI?

No, and that is an honest point for RabbitHoles AI. mindmap.io is a web app, so your maps live in the cloud and sync across devices and share links. If keeping every chat on your own machine and working fully offline is the deciding factor, RabbitHoles AI fits that better today.

Does mindmap.io have a mobile app?

No, and that is deliberate. mindmap.io is built for the big screen where real thinking happens, with keyboard-first navigation and room to see a whole map. It is a focused web tool for the desktop browser by design rather than a phone-first one.

Is mindmap.io free?

Yes. mindmap.io is free for up to 5 maps with limited AI. A paid plan unlocks unlimited maps, every frontier model, higher limits, and Milo. You never need to bring your own API keys.

Try the canvas that keeps thinking, then shares itself

RabbitHoles AI keeps your thinking on your own machine, and for some work that is exactly right. mindmap.io keeps every branch reasoning with the context above it, flips any node between note and AI prompt, lets auto-expand explore for you, and publishes a link anyone can open and clone.

Try mindmap.io free →

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