SERVER

Visual Memory MCP

Rank #943

io.github.putervision/vision-memory-mcp

Local visual UI cache for AI agents using perceptual hashing, CLIP, and 3D spatial grounding.

17 versions
48 GitHub stars
by putervision (6 servers)View repository ↗
First listed
Jul 27, 2026
Last publish date
Oct 8, 2026
PURPOSE

What you can do with Visual Memory MCP

Visual Memory MCP is a Model Context Protocol (MCP) server published by putervision. It ranks #943 of 144,396 active servers on MCP Toplist, and its repository has 48 GitHub stars. Visual Memory MCP is listed across 2 registries — Official MCP and Glama, with 17 tracked versions. It was first listed on Jul 27, 2026 and most recently updated on Oct 8, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What Visual Memory MCP can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using Visual Memory MCP

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.

No runtime, credential or payment requirements are recorded for this server beyond the declaration above.

INSTALLATION AND FIRST TASK

Connect Visual Memory MCP and confirm it works

npm package
claude mcp add vision-memory-mcp -- npx -y @putervision/vision-memory-mcp
First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by putervision
View all putervision servers →

No task-specific alternatives are catalogued for Visual Memory MCPyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Jul 27, 2026
Latest version published
Oct 8, 2026
Version history
17 versions tracked (below)
Requirements evidence
Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
Profile checked
Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of
Oct 16, 2026
Registry sightings

Do you maintain Visual Memory MCP? to correct or enrich this profile.

VERSIONS

Available versions (17)

0.6.0 · Jul 28, 20260.6.1 · Jul 28, 20260.6.2 · Jul 28, 20260.7.0 · Jul 30, 20260.7.1 · Aug 1, 20260.7.21 · Aug 4, 20260.8.0 · Aug 6, 20260.9.0 · Aug 12, 20261.0.0 · Aug 20, 20261.1.1 · Sep 10, 20261.2.1 · Sep 16, 20261.3.0 · Sep 26, 20261.3.1 · Sep 28, 20261.3.2 · Sep 29, 20261.4.0 · Oct 2, 20261.4.1 · Oct 3, 20261.4.2 · Oct 8, 2026Jul 28, 2026Oct 8, 2026
VersionPublished
1.4.2Oct 8, 2026
1.4.1Oct 3, 2026
1.4.0Oct 2, 2026
1.3.2Sep 29, 2026
1.3.1Sep 28, 2026
1.3.0Sep 26, 2026
1.2.1Sep 16, 2026
1.1.1Sep 10, 2026
1.0.0Aug 20, 2026
0.9.0Aug 12, 2026
0.8.0Aug 6, 2026
0.7.21Aug 4, 2026
0.7.1Aug 1, 2026
0.7.0Jul 30, 2026
0.6.2Jul 28, 2026
0.6.1Jul 28, 2026
0.6.0Jul 28, 2026
STANDING
#943of 144,396 active serversTop 1%

Ranks ahead of 143,453 of 144,396 servers on MCP Toplist.

Recent momentum
+100GitHub stars since Aug 3 (+10000%)
BADGE

Show your rank

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MCP Toplist: Top 1% of 144,396
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FAQ

Frequently asked questions

Who maintains Visual Memory MCP?
Visual Memory MCP is maintained by putervision, which publishes 6 MCP servers (50 total versions) tracked on MCP Toplist.
Is Visual Memory MCP listed on the Official MCP Registry?
Yes — Visual Memory MCP is listed on the Official MCP Registry, alongside Glama.
How many versions does Visual Memory MCP have?
MCP Toplist tracks 17 versions of Visual Memory MCP, most recently published on Oct 8, 2026.
Where can I find the source code for Visual Memory MCP?
The source code for Visual Memory MCP is hosted at github.com/putervision/vision-memory-mcp.git.
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