vision-mcp
Rank #54,104glama/ForLoopCodes/vision-mcp
Helps non-vision models extract and understand images and screenshots via OpenRouter multimodal models.
vision-mcp is a Model Context Protocol (MCP) server published by forloopcodes. It ranks #54,104 of 132,046 servers tracked on MCP Toplist, and its repository has 3 GitHub stars. vision-mcp is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on May 29, 2026.
Ranks ahead of 77,942 of 132,046 servers on MCP Toplist.
Use vision-mcp
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%2FForLoopCodes%2Fvision-mcp)<a href="https://mcptoplist.com/server/glama%2FForLoopCodes%2Fvision-mcp"><img src="https://mcptoplist.com/badge/glama%2FForLoopCodes%2Fvision-mcp.svg" alt="MCP Toplist: Top 50% of 132,046" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
forloopcodes
Other servers by forloopcodes
View all forloopcodes servers →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?
- vision-mcp is maintained by forloopcodes, which publishes 2 MCP servers (0 total versions) tracked on MCP Toplist.
- Is vision-mcp listed on the Official MCP Registry?
- vision-mcp is not on the Official MCP Registry. It is listed on Glama.
- How many versions does vision-mcp have?
- vision-mcp ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for vision-mcp?
- The source code for vision-mcp is hosted at github.com/forloopcodes/vision-mcp.
Do you run this server?
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