
A practical guide to using a local MCP server for image scanning and WebP conversion from AI agents, with clear limits and review steps.

A practical developer workflow for exposing local image conversion through MCP with bounded tools, structured output, and human review.

A practical guide to giving AI agents a local image optimization tool so they can inspect, convert, and report image work without uploading client assets.
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