Vision MCP Server
Rank #53,918glama/xkhenjyh41805-cell/vision-mcp-video-summary
Enables image and video understanding plus audio transcription through natural language, using GLM-4.6V-Flash for visual analysis and faster-whisper for speech recognition.
Vision MCP Server is a Model Context Protocol (MCP) server published by xkhenjyh41805-cell. It ranks #53,918 of 137,492 servers tracked on MCP Toplist. Vision MCP Server is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Aug 30, 2026.
Ranks ahead of 83,574 of 137,492 servers on MCP Toplist.
Use Vision MCP Server
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
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%2Fxkhenjyh41805-cell%2Fvision-mcp-video-summary)<a href="https://mcptoplist.com/server/glama%2Fxkhenjyh41805-cell%2Fvision-mcp-video-summary"><img src="https://mcptoplist.com/badge/glama%2Fxkhenjyh41805-cell%2Fvision-mcp-video-summary.svg" alt="MCP Toplist: Top 50% of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
xkhenjyh41805-cell
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 MCP Server?
- Vision MCP Server is maintained by xkhenjyh41805-cell, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is Vision MCP Server listed on the Official MCP Registry?
- Vision MCP Server is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Vision MCP Server have?
- Vision MCP Server ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for Vision MCP Server?
- The source code for Vision MCP Server is hosted at github.com/xkhenjyh41805-cell/vision-mcp-video-summary.
Do you run this server?
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