vision-augment
Rank #29,822glama/CaoMeiYouRen/vision-augment
Enables non-vision LLMs to understand images, extract text via OCR, and parse documents through a unified MCP interface, with local-first processing and optional OpenAI-compatible channels.
vision-augment is a Model Context Protocol (MCP) server published by CaoMeiYouRen. It ranks #29,822 of 132,046 servers tracked on MCP Toplist. vision-augment is listed on Glama, with 1 release tag tracked from its GitHub repository. It was first listed on Aug 11, 2026 and most recently updated on Aug 11, 2026.
Ranks ahead of 102,224 of 132,046 servers on MCP Toplist.
Use vision-augment
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%2FCaoMeiYouRen%2Fvision-augment)<a href="https://mcptoplist.com/server/glama%2FCaoMeiYouRen%2Fvision-augment"><img src="https://mcptoplist.com/badge/glama%2FCaoMeiYouRen%2Fvision-augment.svg" alt="MCP Toplist: Top 25% of 132,046" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
CaoMeiYouRen
GitHub releases (1)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v1.0.0 | Aug 11, 2026 |
Frequently asked questions
- Who maintains vision-augment?
- vision-augment is maintained by CaoMeiYouRen, which publishes 1 MCP server (1 total version) tracked on MCP Toplist.
- Is vision-augment listed on the Official MCP Registry?
- vision-augment is not on the Official MCP Registry. It is listed on Glama.
- How many versions does vision-augment have?
- No registry surfaces explicit version metadata for vision-augment; MCP Toplist tracks 1 release tag from its GitHub repository, most recently published on Aug 11, 2026.
- Where can I find the source code for vision-augment?
- The source code for vision-augment is hosted at github.com/CaoMeiYouRen/vision-augment.
Do you run this server?
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