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mcp/harbor
Windsurf

Turbo Quant Memory for Windsurf

io.github.lexus2016/turbo-quant-memory

Local-first memory and knowledge graph for coding agents. Compact retrieval, no network.

client:Windsurf transport:stdio runtime:pypi

Install Turbo Quant 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": {
    "turbo-quant-memory": {
      "command": "uvx",
      "args": [
        "turbo-quant-memory"
      ],
      "env": {
        "TQMEMORY_FTS_LANGUAGE": "<TQMEMORY_FTS_LANGUAGE>",
        "TQMEMORY_EMBEDDING_BACKEND": "<TQMEMORY_EMBEDDING_BACKEND>",
        "TQMEMORY_MIGRATE_ON_STARTUP": "<TQMEMORY_MIGRATE_ON_STARTUP>",
        "TQMEMORY_SECRETS_PASSPHRASE": "<TQMEMORY_SECRETS_PASSPHRASE>"
      }
    }
  }
}

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

Turbo Quant Memory in other clients

Turbo Quant Memory MCP server