mcpbeat Sign in

Visual Memory MCP Server

local only

Visual Memory MCP runs on your own machine — the client starts it, so there is no endpoint to ping. 248 installs a week from npm. Last commit 8 Oct 2026.

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

Installs per day peak 1 469 · avg 432 · +97% w/w
a month agotoday
248
Installs / week
npm · @putervision/vision-memory-mcp
39
Stars
1 open issue
8 Oct 2026
Last commit
11 releases in 90 days
MIT
License
TypeScript

What the code does

We read the source, 2 d ago · rules 995398eba69f

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

      const fullPath = path.join(dir, name);
Runs an external command src/cli/commands/view.ts:648
  execFile(openCmd, [htmlPath], (err) => {

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

Three servers free · no card

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add vision-memory-mcp -- npx -y @putervision/vision-memory-mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "vision-memory-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@putervision/vision-memory-mcp"
      ]
    }
  }
}
~/.codex/config.toml
[mcp_servers.vision-memory-mcp]
command = "npx"
args = ["-y", "@putervision/vision-memory-mcp"]
.cursor/mcp.json
{
  "mcpServers": {
    "vision-memory-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@putervision/vision-memory-mcp"
      ]
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "vision-memory-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@putervision/vision-memory-mcp"
      ]
    }
  }
}

Alternatives to Visual Memory MCP

same job, measured the same way
codeagent-memory
by hanochzhu

Local code graph and solution memory for coding agents via CLI and MCP.

local only
MCP Light Memory
by peterpirog

Local-first persistent memory for coding agents and MCP clients.

local only
Agentos
by officialtanishsharma

Local-first persistent memory MCP server for AI coding agents.

local only
PMB AI
by oleksiijko

Local-first persistent memory for AI coding agents.

278 installs/wk local only
Baron Munchausen
by shinegang

Local grounded memory for coding agents: MCP over stdio, stdlib only, a verdict per answer

local only
OMEGA Memory
by omega-memory

Persistent memory, coordination, and learning for AI agents. Local-first, 25 MCP tools.

1 436 installs/wk local only
Context Engine
by shamsundarsk

Local-first persistent context memory MCP server for AI coding agents.

128 installs/wk local only
Aifp MCP
by wjabanjj

Persistent memory MCP server for AI coding assistants. Chinese-first and fully local.

248 installs/wk local only

Visual Memory MCP — questions

Answers built from our own checks of this server.

Why is there no uptime for Visual Memory MCP?
Visual Memory MCP runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the npm package @putervision/vision-memory-mcp was installed 248 times last week.
How do I connect Visual Memory MCP?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls @putervision/vision-memory-mcp straight from npm; nothing to host, nothing to sign up for.
How many people use Visual Memory MCP?
The npm package @putervision/vision-memory-mcp was installed 248 times in the last week. Week over week that is +97%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Visual Memory MCP open source?
Yes — it is published under the MIT licence, written in TypeScript, 39 stars on GitHub and 1 open issue. The source link is on this page, so you can read exactly what it does with your data before you connect it.