vector memory for Windsurf

io.github.neerajg03/vector-memory

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

client:Windsurf transport:stdio runtime:pypi

Install vector memory in Windsurf

~/.codeium/windsurf/mcp_config.json · windows: %USERPROFILE%\.codeium\windsurf\mcp_config.json

{
  "mcpServers": {
    "vector-memory": {
      "command": "uvx",
      "args": [
        "mcp-server-vector-memory"
      ]
    }
  }
}

Global only — Windsurf has no per-project MCP config. Refresh Cascade after saving. Windsurf docs