Vector Memory MCP Server

io.github.NeerajG03/vector-memory

local only

Vector Memory runs on your own machine — the client starts it, so there is no endpoint to ping. 354 installs a week from pypi.

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

Installs per day peak 151 · avg 50 · +14% w/w

a month agotoday

354

Installs / week

pypi · mcp-server-vector-memory

—

Stars

on GitHub

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Last commit

0 releases in 90 days

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License

language unknown

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.

Claude Code Claude Desktop Codex Cursor VS Code

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"
    }
  }
}

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 354 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 354 times in the last week. Week over week that is +14%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.