Polaroid
Rank #8,491glama/sandeep-alluru/polaroid
Visual memory for computer-use agents — stores UI screenshots as semantic scene nodes and queries them by intent across sessions.
Polaroid is a Model Context Protocol (MCP) server published by sandeep-alluru. It ranks #8,491 of 115,460 servers tracked on MCP Toplist. Polaroid is listed on Glama, with 3 release tags tracked from its GitHub repository. It was first listed on Jul 5, 2026 and most recently updated on Aug 18, 2026.
Ranks ahead of 106,969 of 115,460 servers on MCP Toplist.
Use Polaroid
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%2Fsandeep-alluru%2Fpolaroid)<a href="https://mcptoplist.com/server/glama%2Fsandeep-alluru%2Fpolaroid"><img src="https://mcptoplist.com/badge/glama%2Fsandeep-alluru%2Fpolaroid.svg" alt="MCP Toplist: Top 10% of 115,460" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
sandeep-alluru
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GitHub releases (3)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.1.4 | Aug 18, 2026 |
| v0.1.3 | Aug 18, 2026 |
| v0.1.2 | Aug 18, 2026 |
Frequently asked questions
- Who maintains Polaroid?
- Polaroid is maintained by sandeep-alluru, which publishes 12 MCP servers (36 total versions) tracked on MCP Toplist.
- Is Polaroid listed on the Official MCP Registry?
- Polaroid is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Polaroid have?
- No registry surfaces explicit version metadata for Polaroid; MCP Toplist tracks 3 release tags from its GitHub repository, most recently published on Aug 18, 2026.
- Where can I find the source code for Polaroid?
- The source code for Polaroid is hosted at github.com/sandeep-alluru/polaroid.