• VISUALS
  • TEXT
  • STRUCTURE
  • HUMAN

How to create word clouds and diagrams with your AI

Connect QuickChart to your AI client to turn text blocks or structural data into visual assets.

Ask AI about this page

Short answer

How can I make word clouds and diagrams with my AI?

Your AI client uses QuickChart to generate image URLs for word clouds and GraphViz diagrams. You provide the text or the data, and the AI returns a link to the rendered visual.

Visual outcomes.

What you get from your data.

The AI handles the rendering logic so you can focus on the content.

VISUALS

Instant image links

The AI generates direct URLs for word clouds and diagrams. You get a link you can view or embed immediately.

TEXT

Word cloud generation

The AI extracts frequent terms from your text to build a visual cloud. You receive a URL containing the rendered image.

STRUCTURE

Diagram rendering

The AI converts structural data into GraphViz formats. It returns a link to the resulting diagram.

HUMAN

Manual design work

The AI creates the initial render. You'll need to use a separate design tool if you want to change specific colors or fonts.

The workflow

What your AI does when the data arrives.

The AI acts as the bridge between your raw input and the QuickChart rendering engine.

  1. Analyze text

    The AI reads your text to identify the most important terms and their frequency.

    get_wordcloud_url

  2. Generate word cloud

    The AI sends the term data to the tool to produce a unique image URL.

    get_wordcloud_url

  3. Parse structure

    The AI interprets your data or logic into the specific format required for GraphViz.

    get_graphviz_url

  4. Render diagrams

    The AI requests a diagram URL based on the structured data it just organized.

    get_graphviz_url

Try it

Copy these to start.

Use these prompts to trigger the QuickChart tools.

Starting points

Replace the bracketed text with your actual data or documents.

QuickChart Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_wzlFETQtjQOPt9k7BKOqWbgC1l6F6bvSAJpS0qQ5/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — QuickChart capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "quickchart-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_wzlFETQtjQOPt9k7BKOqWbgC1l6F6bvSAJpS0qQ5/mcp"
    }
  }
}
Copy into chat04

  • Create a word cloud from this meeting transcript: [paste text here]

  • Turn this list of project dependencies into a GraphViz diagram: [paste data here]

  • Make a word cloud based on the contents of this README file: [paste text here]

  • Generate a diagram showing the flow of this logic: [paste logic/data here]

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect QuickChart once, then ask.

Click the link to connect the MCP. Your credentials stay encrypted, and you can start using the tools in your favorite AI client immediately.

Connect QuickChart to your AI

FAQ

How the QuickChart MCP behaves.

  • 01

    Can the AI edit the images it creates?

    No. The AI generates a URL for a static image. If you want to change colors or fonts, you have to ask the AI to generate a new URL with different parameters.

  • 02

    Can I upload a file to make a diagram?

    The AI can process text you paste into the chat. It cannot directly read an image file to turn it into a diagram.

  • 03

    Does the AI save the images?

    No. The AI provides a URL. Once that URL expires or the session ends, the AI does not host the image files itself.

  • 04

    Can the AI create 3D charts?

    No. This specific MCP is limited to word clouds and GraphViz diagrams.

  • 05

    Will the AI change my original data?

    No. The AI only reads your data to generate the visual URL. It does not modify your source files or documents.

  • More questions about QuickChart? The Connector page answers them. See everything the QuickChart Connector can do

Connect QuickChart to Claude, Cursor, ChatGPT & more