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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. 205 installs a week from pypi.

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

Installs per day peak 105 · avg 38 · -20% w/w
a month agotoday
205
Installs / week
pypi · mcp-server-vector-memory
Stars
on GitHub
Last commit
0 releases in 90 days
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": {
      "args": [
        "mcp-server-vector-memory"
      ],
      "command": "uvx"
    }
  }
}
~/.codex/config.toml
[mcp_servers.vector-memory]
command = "uvx"
args = ["mcp-server-vector-memory"]
.cursor/mcp.json
{
  "mcpServers": {
    "vector-memory": {
      "args": [
        "mcp-server-vector-memory"
      ],
      "command": "uvx"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "vector-memory": {
      "args": [
        "mcp-server-vector-memory"
      ],
      "command": "uvx"
    }
  }
}

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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 205 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 with the file path 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 205 times in the last week. Week over week that is -20%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.