Turbo Quant Memory MCP Server

by lexus2016io.github.Lexus2016/turbo-quant-memoryv0.30.0

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

9Pythonstdioofficial registry

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Active6d ago

Install Turbo Quant Memory MCP server

claude mcp add turbo-quant-memory -e TQMEMORY_SECRETS_PASSPHRASE='<tqmemory-secrets-passphrase>' -- uvx turbo-quant-memory serve

{
  "mcpServers": {
    "turbo-quant-memory": {
      "command": "uvx",
      "args": [
        "turbo-quant-memory",
        "serve"
      ],
      "env": {
        "TQMEMORY_SECRETS_PASSPHRASE": "<tqmemory-secrets-passphrase>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (project).

{
  "mcpServers": {
    "turbo-quant-memory": {
      "command": "uvx",
      "args": [
        "turbo-quant-memory",
        "serve"
      ],
      "env": {
        "TQMEMORY_SECRETS_PASSPHRASE": "<tqmemory-secrets-passphrase>"
      }
    }
  }
}

Settings → Developer → Edit Config (claude_desktop_config.json), then restart.

{
  "servers": {
    "turbo-quant-memory": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "turbo-quant-memory",
        "serve"
      ],
      "env": {
        "TQMEMORY_SECRETS_PASSPHRASE": "<tqmemory-secrets-passphrase>"
      }
    }
  }
}

Add to .vscode/mcp.json in your workspace.

{
  "mcpServers": {
    "turbo-quant-memory": {
      "command": "uvx",
      "args": [
        "turbo-quant-memory",
        "serve"
      ],
      "env": {
        "TQMEMORY_SECRETS_PASSPHRASE": "<tqmemory-secrets-passphrase>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Configuration

Variable	Required	Secret	Description
TQMEMORY_FTS_LANGUAGE	—	—	Snowball stemmer for the BM25 lane. Use Russian for Cyrillic-dominant corpora.
TQMEMORY_EMBEDDING_BACKEND	—	—	Embedder backend. Default fastembed (ONNX); sentence-transformers needs the [torch] extra.
TQMEMORY_MIGRATE_ON_STARTUP	—	—	Set to 1 to apply pending schema migrations automatically on startup.
TQMEMORY_SECRETS_PASSPHRASE	—	yes	Argon2id passphrase for the secrets vault on headless hosts. Omit to use the OS keyring.

Freshness

Active — last maintenance signal 6d ago. The newest of the signals below sets the band.

Last commit (default branch)
2026-10-04 · 6d ago · GitHub
Latest release
2026-10-04 · 6d ago · GitHub · v0.30.0
Package published
no data · npm/PyPI
Registry entry updated
2026-10-04 · 6d ago · official registry · v0.30.0

FAQ

›How do I install the Turbo Quant Memory MCP server in Claude Code?

Run: claude mcp add turbo-quant-memory -e TQMEMORY_SECRETS_PASSPHRASE='<tqmemory-secrets-passphrase>' -- uvx turbo-quant-memory serve. For Cursor, VS Code, Claude Desktop and Windsurf, use the install tabs above.

›Does Turbo Quant Memory require an API key?

Yes. It expects TQMEMORY_SECRETS_PASSPHRASE, of which 1 is a secret.

›Can I use Turbo Quant Memory as a remote (hosted) MCP server?

No hosted endpoint is published; it runs locally over stdio.

›Is Turbo Quant Memory in the official MCP registry?

Yes, as io.github.Lexus2016/turbo-quant-memory.