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mcp/harbor
Windsurf

Local Memory for Windsurf

io.github.studiomeyer-io/local-memory-mcp

Persistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.

client:Windsurf transport:stdio runtime:npm

Install Local Memory in Windsurf

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

Held in this page only — never stored, logged, or sent anywhere but back to your screen. 

{
  "mcpServers": {
    "local-memory-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@studiomeyer/local-memory-mcp"
      ],
      "env": {
        "MEMORY_DB_PATH": "<MEMORY_DB_PATH>",
        "MEMORY_EMBED_DISABLED": "<MEMORY_EMBED_DISABLED>",
        "MEMORY_EMBED_MODEL": "<MEMORY_EMBED_MODEL>",
        "MEMORY_EMBED_CACHE_DIR": "<MEMORY_EMBED_CACHE_DIR>"
      }
    }
  }
}

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

Local Memory in other clients

Local Memory MCP server