How to Make Memes from Custom Images with OpenClaw

Make memes from custom images with OpenClaw and ToolRouter. Transform image collections into meme libraries at batch scale.

Tool
Meme Generator icon
Meme Generator

OpenClaw is best when you have a collection of images — an event photo archive, a product screenshot library, a brand shoot — and want to turn a significant portion of them into meme assets with consistent formatting.

Connect ToolRouter to OpenClaw

1Install the CLI
npm install -g toolrouter-mcp
2Call tools directly from OpenClaw
toolrouter-mcp call web-search search --query "AI tools"
toolrouter-mcp tools

Steps

Once connected (see setup above), use the Meme Generator tool:

  1. Define all source images, the text for each, and the target platform format.
  2. Run from_image across the full batch with consistent text formatting.
  3. Review a sample for text positioning and readability across different image types.
  4. Export the complete meme library organized by topic or campaign.

Example Prompt

Try this with OpenClaw using the Meme Generator tool
Use meme-generator to create memes from all 15 photos from our developer conference. Each photo has a text suggestion in the filename. Apply the text to the matching image with proper meme formatting and return the full set named by speaker or session.

Tips

  • Include the meme text in the filename or a separate manifest file so batch processing maps correctly.
  • Standardize the text style before batching — font size, position, and outline consistency make the library look professional.
  • Review the batch at thumbnail size — memes are often viewed small on social feeds and text needs to be legible at that scale.