vision-reader
Rank #127,970glama/JoshuaLam21/vision-reader
MCP server that enables LLMs to understand images without native vision by converting image regions into text encodings (ASCII art, grayscale grids, color stats) and supporting progressive zoom, OCR, and overview summaries. Users can load images, get chunk overviews, crop and encode specific regions, and extract text using normalized coordinates.
vision-reader is a Model Context Protocol (MCP) server published by JoshuaLam21. It ranks #127,970 of 137,492 servers tracked on MCP Toplist. vision-reader is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Aug 4, 2026.
Ranks ahead of 9,522 of 137,492 servers on MCP Toplist.
Use vision-reader
No credentials or required configuration declared — add it to your MCP client and go.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2FJoshuaLam21%2Fvision-reader)<a href="https://mcptoplist.com/server/glama%2FJoshuaLam21%2Fvision-reader"><img src="https://mcptoplist.com/badge/glama%2FJoshuaLam21%2Fvision-reader.svg" alt="MCP Toplist: #127,970 of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
JoshuaLam21
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains vision-reader?
- vision-reader is maintained by JoshuaLam21, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is vision-reader listed on the Official MCP Registry?
- vision-reader is not on the Official MCP Registry. It is listed on Glama.
- How many versions does vision-reader have?
- vision-reader ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for vision-reader?
- The source code for vision-reader is hosted at github.com/JoshuaLam21/vision-reader.
Do you run this server?
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