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Vector Memory MCP Server

by neerajg03 Your server? Claim it
local only

Vector Memory runs on your own machine — the client starts it, so there is no endpoint to ping. 149 installs a week from pypi.

Semantic document memory using Redis vector store. Save and recall files with natural language.

Installs per day peak 96 · avg 32 · -19% w/w
a month agotoday
149
Installs / week
pypi · mcp-server-vector-memory
—
Stars
on GitHub
—
Last commit
from GitHub
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License
language unknown

Nothing serious here today

Today is the operative word: we check Vector Memory every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

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 vector-memory -- uvx mcp-server-vector-memory
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "vector-memory": {
      "command": "uvx",
      "args": [
        "mcp-server-vector-memory"
      ]
    }
  }
}
~/.codex/config.toml
[mcp_servers.vector-memory]
command = "uvx"
args = ["mcp-server-vector-memory"]
.cursor/mcp.json
{
  "mcpServers": {
    "vector-memory": {
      "command": "uvx",
      "args": [
        "mcp-server-vector-memory"
      ]
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "vector-memory": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "mcp-server-vector-memory"
      ]
    }
  }
}

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Vector Memory — questions

Answers built from our own checks of this server.

Why is there no uptime for Vector Memory?
Vector Memory 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 pypi package mcp-server-vector-memory was installed 149 times last week.
How do I connect Vector Memory?
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 mcp-server-vector-memory straight from pypi; nothing to host, nothing to sign up for.
How many people use Vector Memory?
The pypi package mcp-server-vector-memory was installed 149 times in the last week. Week over week that is -19%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.