vision-eye
Rank #92,418glama/ergou-yu/vision-eye
Enables text-only LLMs to perceive images entirely on-device, providing vision capabilities like image description, OCR, table extraction, UI analysis, and region focusing without any cloud APIs or API keys.
vision-eye is a Model Context Protocol (MCP) server published by ergou-yu. It ranks #92,418 of 137,138 servers tracked on MCP Toplist. vision-eye is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Sep 1, 2026.
Ranks ahead of 44,720 of 137,138 servers on MCP Toplist.
Use vision-eye
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%2Fergou-yu%2Fvision-eye)<a href="https://mcptoplist.com/server/glama%2Fergou-yu%2Fvision-eye"><img src="https://mcptoplist.com/badge/glama%2Fergou-yu%2Fvision-eye.svg" alt="MCP Toplist: #92,418 of 137,138" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
ergou-yu
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-eye?
- vision-eye is maintained by ergou-yu, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is vision-eye listed on the Official MCP Registry?
- vision-eye is not on the Official MCP Registry. It is listed on Glama.
- How many versions does vision-eye have?
- vision-eye ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for vision-eye?
- The source code for vision-eye is hosted at github.com/ergou-yu/vision-eye.
Do you run this server?
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