Visual Memory MCP
Rank #943io.github.putervision/vision-memory-mcp
Local visual UI cache for AI agents using perceptual hashing, CLIP, and 3D spatial grounding.
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.
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.
What you need before using Visual Memory MCP
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.
Connect Visual Memory MCP and confirm it works
claude mcp add vision-memory-mcp -- npx -y @putervision/vision-memory-mcp[mcp_servers.vision-memory-mcp]
command = "npx"
args = ["-y", "@putervision/vision-memory-mcp"]Add to ~/.codex/config.toml.
{
"mcpServers": {
"vision-memory-mcp": {
"command": "npx",
"args": [
"-y",
"@putervision/vision-memory-mcp"
]
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config).
{
"mcpServers": {
"vision-memory-mcp": {
"command": "npx",
"args": [
"-y",
"@putervision/vision-memory-mcp"
]
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).
{
"servers": {
"vision-memory-mcp": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@putervision/vision-memory-mcp"
]
}
}
}Save as .vscode/mcp.json in your workspace.
{
"mcpServers": {
"vision-memory-mcp": {
"command": "npx",
"args": [
"-y",
"@putervision/vision-memory-mcp"
]
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": {
"vision-memory-mcp": {
"command": "npx",
"args": [
"-y",
"@putervision/vision-memory-mcp"
]
}
}
}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.
When to choose another server
- State Memory MCP#1,041
- World Model MCP#2,320
- Strategic Agent Reasoning MCP#2,665
- Behavior Runtime MCP#2,945
- WebCrypt MCP Server#12,210
No task-specific alternatives are catalogued for Visual Memory MCPyet; the list above is its publisher's other servers.
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
- Official MCP ↗listed since Jul 28, 2026 · still listed
- Glama ↗listed since Jul 29, 2026 · still listed
Do you maintain Visual Memory MCP? to correct or enrich this profile.
Available versions (17)
| Version | Published |
|---|---|
| 1.4.2 | Oct 8, 2026 |
| 1.4.1 | Oct 3, 2026 |
| 1.4.0 | Oct 2, 2026 |
| 1.3.2 | Sep 29, 2026 |
| 1.3.1 | Sep 28, 2026 |
| 1.3.0 | Sep 26, 2026 |
| 1.2.1 | Sep 16, 2026 |
| 1.1.1 | Sep 10, 2026 |
| 1.0.0 | Aug 20, 2026 |
| 0.9.0 | Aug 12, 2026 |
| 0.8.0 | Aug 6, 2026 |
| 0.7.21 | Aug 4, 2026 |
| 0.7.1 | Aug 1, 2026 |
| 0.7.0 | Jul 30, 2026 |
| 0.6.2 | Jul 28, 2026 |
| 0.6.1 | Jul 28, 2026 |
| 0.6.0 | Jul 28, 2026 |
Ranks ahead of 143,453 of 144,396 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.putervision%2Fvision-memory-mcp)<a href="https://mcptoplist.com/server/io.github.putervision%2Fvision-memory-mcp"><img src="https://mcptoplist.com/badge/io.github.putervision%2Fvision-memory-mcp.svg" alt="MCP Toplist: Top 1% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
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.
Do you run this server?
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