Vibe code faster.
Actually understand
what you built.
A local-first visual canvas that your AI coding agent can read and write through MCP. Keep your architecture, decisions, and debugging trail in sync with your code.
Acute NotesAI moves faster than your understanding.
Build. Refactor. Fix. Ship. Your AI coding agent can change an entire codebase in minutes. But your mental model doesn’t update that fast.
changes...
why it works.
Where does this service connect?
How does data flow between these modules?
Why does this module exist?
What problem was this solving?
What changed after that refactor?
Which parts are now out of date?
Is this architecture still correct?
Are there missing tests or hidden dependencies?
Share a canvas with
your AI agent.
Acute Notes connects your AI coding agent, visual canvas and codebase through MCP.
See, investigate and reason about your software — while your agent helps keep it updated.
⚡
Acute Notes My ProjectGive your AI agent a visual memory.
From exploring a codebase to debugging a messy change, keep the important context visible — and let your AI agent help keep it up to date through MCP.
Understand a codebase
Ask your agent to map an unfamiliar repository into a visual architecture.
(Frontend)
Keep architecture in sync
As your code evolves, keep the architecture, decisions and context up to date.
Acute NotesSee the path to the bug
Turn an investigation into a visual trail instead of keeping everything in your head.
affected ↙
Understand AI-generated changes
See what changed, what it affects, and where you need to look closer.
Give your AI agent the context behind your code.
Your repository tells your agent what the code does. Acute Notes gives it the visual context around it — architecture, relationships, decisions, and investigations.
Architecture
See how everything fits together
Decisions
Keep design and technical decisions
Relationships
Understand dependencies
Debugging
Turn investigations into visual context
Your AI coding agent
- Architecture Map
- Design Decisions
- Debug Investigations
- Component Relationships
- Change History
Why Acute Notes?
Traditional visual tools desynchronize from code immediately. Acute Notes keeps your AI agent and architecture canvas connected.
| Capability | ▲ Acute Notes (MCP Canvas) | Miro / Excalidraw | Mermaid.js | Static READMEs / Docs |
|---|---|---|---|---|
| Agent Integration | Full MCP support — Agent reads & proposes canvas updates | Manual dragging only | Text-based code requiring manual edits | Dead Markdown files in git |
| Data Privacy | Local-First — Notes stay on your filesystem | Cloud hosted / Team account required | Local file dependent | Local file in repo |
| Human Governance | Agent proposes → Human approves changes | No AI awareness | Manual edit check | PR review required |
| Code Sync | Continuous via MCP context loop | Stale within 1 day | Desynchronizes quickly | Outdated immediately after PR |
| Setup Time | Instant (Zero account needed) | Sign up, create board, invite team | Install extensions, write syntax | Manual documentation writing |
Code changes fast.
Your understanding shouldn't get left behind.
Get early access to Acute Notes. Local-first visual canvas for AI coding workflows. No credit card required.