visual-understanding
Rank #38,099glama/JayceVane/visual-understanding
MCP server for multimodal understanding and object grounding (bounding boxes) across images, videos, and documents, with support for multiple AI providers (Zhipu GLM-V, OpenAI GPT-4o, Anthropic Claude, or any OpenAI-compatible endpoint).
visual-understanding is a Model Context Protocol (MCP) server published by JayceVane. It ranks #38,099 of 137,875 servers tracked on MCP Toplist, and its repository has 1 GitHub stars. visual-understanding is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Aug 11, 2026.
Ranks ahead of 99,776 of 137,875 servers on MCP Toplist.
Use visual-understanding
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%2FJayceVane%2Fvisual-understanding)<a href="https://mcptoplist.com/server/glama%2FJayceVane%2Fvisual-understanding"><img src="https://mcptoplist.com/badge/glama%2FJayceVane%2Fvisual-understanding.svg" alt="MCP Toplist: Top 50% of 137,875" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
JayceVane
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 visual-understanding?
- visual-understanding is maintained by JayceVane, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is visual-understanding listed on the Official MCP Registry?
- visual-understanding is not on the Official MCP Registry. It is listed on Glama.
- How many versions does visual-understanding have?
- visual-understanding ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for visual-understanding?
- The source code for visual-understanding is hosted at github.com/JayceVane/visual-understanding.
Do you run this server?
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