Diagram editor · CLI · MCP server

Diagrams that lay themselves out.

Write Mermaid, paste a draw.io file or just start drawing. Plota places the shapes, routes every connector around them and keeps long flows on the page — in your browser, with no account.

checkout.mmd
CustomerWeb appAPI gatewayAuth serviceOrders servicePostgresEvent queueFulfilment workerShippedtokenorderauditCustomerWeb appAPI gatewayAuth serviceOrders servicePostgresEvent queueFulfilment workerShippedtokenorderaudit

Mermaid in

flowchart LR
  user([Customer]) --> web[Web app]
  web --> api{API gateway}
  api -->|token| auth[Auth service]
  api -->|order| orders[Orders service]
  auth --> db[(Postgres)]
  orders --> db
  orders -.-> q[Event queue]
  q -.-> worker[Fulfilment worker]
  worker --> db
  worker --> done([Shipped])
  auth -.->|audit| q
Fig. 112 lines of Mermaid, laid out and routed by Plota when this page was built — left to right here, top-down on a phone — top-down for this screen, left to right on a wider one. Smart Route on: no connector crosses a shape.Smart Route on: no connector crosses a shape.
  • Free no account, no sign-up
  • 13 Mermaid diagram types
  • 68 shape kinds and stencils
  • 136 tools for AI agents

One engine · three ways in

Draw it, script it, or let an agent ask for it.

  1. 01

    The editor

    A full canvas at editor.plota.live: 68 shape kinds, icons, numbered notes, overview and detail pages, a command palette and a shortcut for everything. Saves in your browser.

    Open the editor
  2. 02

    The plota CLI

    Mermaid or Plota JSON in; SVG, PNG, JSON or Mermaid out. render, critique (a gate for CI), views and bootstrap, with a live --watch preview. Node.js 22, no browser.

    On npm soon
  3. 03

    The MCP server

    136 tools for Claude, GitHub Copilot in VS Code or the OpenAI Agents SDK. Every result is an SVG plus an editable Plota file, opened in an interactive viewer where the host supports MCP Apps.

    See it work

Mermaid in · diagram out

Paste the text. Get a diagram you can edit.

13 Mermaid diagram types become real shapes and connectors — laid out, routed, and yours to move. Each plate below is the SVG export of the source under it, made by the same engine when this page was built. Drop one into the editor and it opens as the original document.

  • Fig. 2

    C4 context

    C4Context
    Diagram with 4 shapes and 3 connectors: Shopper, Web shop, Payment provider, Email service.
    Mermaid source
    C4Context
      title Checkout system
      Person(shopper, "Shopper", "Buys things online")
      System(shop, "Web shop", "Takes orders")
      System_Ext(pay, "Payment provider", "Card payments")
      System_Ext(mail, "Email service", "Receipts")
      Rel(shopper, shop, "Places orders")
      Rel(shop, pay, "Charges card")
      Rel(shop, mail, "Sends receipt")
  • Fig. 3

    Architecture

    architecture-beta
    Diagram with 5 shapes and 4 connectors in 1 section (Production VPC): API Gateway, Lambda, DynamoDB, S3 bucket, SQS queue.
    Mermaid source
    architecture-beta
      group vpc(cloud)[Production VPC]
      service gw(internet)[API Gateway]
      service fn(server)[Lambda] in vpc
      service tbl(database)[DynamoDB] in vpc
      service bucket(disk)[S3 bucket] in vpc
      service q(server)[SQS queue] in vpc
      gw:R --> L:fn
      fn:R --> L:tbl
      fn:B --> T:bucket
      fn:T --> B:q
  • Fig. 4

    Entity relationship

    erDiagram
    Entity-relationship diagram with 5 shapes and 4 connectors: CUSTOMER, ORDER, LINE_ITEM, PRODUCT, ADDRESS.
    Mermaid source
    erDiagram
      CUSTOMER ||--o{ ORDER : places
      ORDER ||--|{ LINE_ITEM : contains
      PRODUCT ||--o{ LINE_ITEM : "ordered as"
      CUSTOMER }o--o{ ADDRESS : "ships to"
  • Fig. 5

    State machine

    stateDiagram-v2
    Flowchart with 7 shapes and 7 connectors: Draft, Review, Approved, Published, Archived.
    Mermaid source
    stateDiagram-v2
      [*] --> Draft
      Draft --> Review: submit
      Review --> Draft: changes requested
      Review --> Approved: approve
      Approved --> Published: publish
      Published --> Archived: retire
      Archived --> [*]
  • Fig. 6

    Sequence

    sequenceDiagram
    Sequence diagram with 3 shapes and 7 connectors: User, Agent, Plota MCP.
    Mermaid source
    sequenceDiagram
      participant U as User
      participant A as Agent
      participant P as Plota MCP
      U->>A: Draw our checkout flow
      A->>P: render_diagram(mermaid)
      P-->>A: SVG + editable Plota JSON
      A-->>U: Here is the diagram
      U->>A: Make the retry path red
      A->>P: edit + review_diagram
      P-->>A: Updated SVG

Reads

  • flowchart / graph
  • sequenceDiagram
  • classDiagram
  • stateDiagram-v2
  • erDiagram
  • C4 (Context … Deployment)
  • architecture-beta
  • block-beta
  • gitGraph
  • mindmap
  • timeline
  • journey
  • requirementDiagram

Charts such as gantt, pie and xychart are refused by name instead of being drawn wrong.

For AI agents & pipelines

Your agent draws. You get a file you can edit.

Over the Model Context Protocol, agents get one-call tools to render Mermaid, build a diagram from a compact spec with real service icons, check it and fix it. It runs locally over stdio, or over Streamable HTTP with bearer-token authentication.

  1. render_diagram({ mermaid: "flowchart LR …" })
  2. SVG + editable Plota JSON · opens in the viewer
  3. create_architecture_spec({ nodes: […], edges: […] })
  4. real service icons · notes numbered on badges
  5. critique_diagram()
  6. 18-rule critique · each finding carries a fix
  7. apply_critique_fix({ … })
  8. fixed · same document, still editable
$ plota render checkout.mmd -o checkout.svgCLI on npm soon
The Plota MCP App viewer showing an overview page of eight sections, with a page list, zoom controls and SVG and Plota JSON downloads.
Fig. 7The MCP App viewer with a real import_mermaid_views result: an overview page, then one page per section.

In detail

Everything a diagram needs, nothing it doesn’t.

  • A

    Smart Route

    Connectors go around shapes and frame titles, busy sides spread their arrows out, crossings get a visible hop, and decision branches leave from the diamond’s points. Press R.

  • B

    Long flows that fit the page

    Long step-by-step processes and wide fan-outs fold into balanced, aligned rows instead of a thin strip you have to zoom into, and retry loops are drawn clear of the steps around them.

  • C

    68 shape kinds, real icons

    29 core kinds and 39 stencils — BPMN 2.0, UML, ERD, network, tables — plus AWS architecture icons. Change a shape’s kind and keep its text, size and connections.

  • D

    A critique that suggests fixes

    18 rules check layout, labels and structure on your device and propose fixes; applying one is a single undo. 14 design checks flag layout and routing defects.

  • E

    Overview and detail pages

    A big diagram splits into an overview page plus one detail page per section, in the editor, the CLI and over MCP.

  • F

    AI only if you ask

    Bring a model if you want one — Ollama, an OpenAI-compatible endpoint or WebLLM in the browser. Diagram data is not sent to an AI provider unless you configure one and invoke it.

  • G

    No account, your files

    Open the editor and the canvas is there. Ctrl/⌘ S saves in this browser; Plota JSON exports the whole multi-page document when you want a copy that lasts.

  • H

    Built for fast hands

    A command palette, a format painter, named styles and a shortcut map checked against the app’s real key bindings: C connector, J hops, Ctrl/⌘ I AI command bar.

Import & export

Bring everything in. Send it anywhere.

In

  • draw.io .drawio files
  • Lucidchart paste, or Lucid’s HTML export
  • PlantUML a focused, well-tested subset
  • Mermaid 13 diagram types
  • SVG a Plota SVG reopens as its document
  • PNG · JPEG as images on the canvas

Out

  • SVG fonts embedded, editable inside
  • PNG for slides and chat
  • PDF for print
  • draw.io .drawio
  • Mermaid back to text
  • Plota JSON the whole multi-page document

Anything approximated on the way in is flagged as a warning, never dropped silently.

Questions

Frequently asked questions

What is Plota?

Plota is a free diagram editor that runs in your browser at editor.plota.live. It lays out shapes automatically, routes connectors around them and has 68 shape kinds. The same engine also runs headlessly as the plota command-line tool and as an MCP server that AI agents can call.

Do I need an account?

No. Open the editor and start drawing — there is no sign-up. Ctrl/⌘ S saves the diagram in your browser's storage, and exporting Plota JSON gives you a portable copy of the whole multi-page document.

Is my diagram sent to a server?

Editing happens in your browser. Diagram data is not sent to an AI provider unless you configure one (Ollama, an OpenAI-compatible endpoint, or WebLLM in the browser) and invoke it. Browser storage can be cleared with site data, so export Plota JSON for a backup.

Which Mermaid diagram types does Plota read?

Flowchart, sequence, class, state, ER, C4, architecture-beta, block-beta, gitGraph, mindmap, timeline, journey and requirement diagrams become editable shapes and connectors. Chart types such as gantt, pie and xychart are recognised and refused by name rather than drawn incorrectly.

Can I import draw.io, Lucidchart or PlantUML diagrams?

Yes. Plota imports draw.io files, Lucidchart content pasted from the clipboard or opened from Lucid's HTML export, a well-tested subset of PlantUML, Mermaid, SVG and images. It exports SVG, PNG, PDF, draw.io, Mermaid and Plota JSON, and an SVG exported by Plota imports back as the original document.

How do AI agents use Plota?

Plota's MCP (Model Context Protocol) server gives agents such as Claude, GitHub Copilot in VS Code or the OpenAI Agents SDK one-call tools to render Mermaid, build diagrams from a compact spec, check them and fix them. Results come back as SVG plus an editable Plota file, with an interactive viewer for hosts that support MCP Apps. It runs locally over stdio or over Streamable HTTP with bearer-token authentication.

What does the plota CLI do?

plota render compiles Mermaid or Plota JSON to SVG, PNG, JSON or Mermaid (with a --watch live preview); plota critique audits layout quality and can fail a CI build; plota views splits a sectioned flowchart into an overview page plus one detail page per section; plota bootstrap drafts an architecture diagram for a project. It needs Node.js 22 or later and no browser, and it is coming to npm soon.

Your next diagram is one tab away.

Diagrams saved in browser storage are removed when site data is cleared — export Plota JSON for a portable backup. Optional integrations may have their own data handling.