SERVER

Vector Memory

Rank #20087

io.github.NeerajG03/vector-memory

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

9 versions
First listed
Oct 4, 2025
Last publish date
Nov 5, 2025
OVERVIEW

Vector Memory is a Model Context Protocol (MCP) server. It ranks #20087 of 58,900 servers tracked on MCP Toplist. Vector Memory is listed on Official MCP, with 9 tracked versions. It was first listed on Oct 4, 2025 and most recently updated on Nov 5, 2025.

STANDING
#20,087of 58,900 tracked serversTop 50%

Ranks ahead of 38,813 of 58,900 servers on MCP Toplist.

CONNECT

Use Vector Memory

Add Vector Memory to any MCP client (Claude, Cursor, VS Code, …) with one of the configs below.

Python package (PyPI)
{
  "mcpServers": {
    "vector-memory": {
      "command": "uvx",
      "args": [
        "mcp-server-vector-memory"
      ]
    }
  }
}
REGISTRIES

Listed on 1 registry

VERSIONS

Available versions (9)

VersionPublished
0.4.4Nov 5, 2025
0.3.1Oct 10, 2025
0.3.0Oct 9, 2025
0.2.0Oct 4, 2025
0.1.4Oct 4, 2025
0.1.3Oct 4, 2025
0.1.2Oct 4, 2025
0.1.1Oct 4, 2025
0.1.0Nov 25, 2024
FAQ

Frequently asked questions

What is Vector Memory?
Semantic document memory using Redis vector store. Save and recall files with natural language.
Is Vector Memory an official MCP server?
Yes — Vector Memory is listed on the Official MCP Registry.
How many versions does Vector Memory have?
MCP Toplist tracks 9 versions of Vector Memory, most recently published on Nov 5, 2025.
EXPLORE
Vector Memory - MCP Server #20087 | MCP Toplist