Turbo Quant Memory MCP

A local-first Model Context Protocol server designed for AI coding agents. It provides compact retrieval and knowledge graph capabilities with project and global scopes. The server operates offline after initial model download, ensuring no data transmission, and supports hybrid search using BM25 and dense vectors.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

Community listingLocal stdioSource reviewed; not executedPublished by Lexus2016

Vendor documentation

What you can do with it

Manage local memory and knowledge graphs for coding agents
Perform compact retrieval of project and global context
Index code blocks and notes for semantic search
Verify token savings via server_info()

Source and maintenance

Community listingRegistry 0.34.0

mcp-registry: io.github.Lexus2016/turbo-quant-memory@0.34.0 Source repository Project website

Maintenance checked: Nov 1, 2026, 6:05 AM UTC

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

turbo-quant-memory 0.34.0

pypiuvx

turbo-quant-memory package definition

{
  "version": "0.34.0",
  "transport": "stdio",
  "identifier": "turbo-quant-memory",
  "runtimeHint": "uvx",
  "registryType": "pypi",
  "registryBaseUrl": "https://pypi.org",
  "packageArguments": [
    {
      "type": "positional",
      "value": "serve",
      "isRequired": true,
      "description": "Run the memory server over stdio."
    }
  ],
  "environmentVariables": [
    {
      "name": "TQMEMORY_FTS_LANGUAGE",
      "default": "English",
      "description": "Snowball stemmer for the BM25 lane. Use Russian for Cyrillic-dominant corpora."
    },
    {
      "name": "TQMEMORY_EMBEDDING_BACKEND",
      "default": "fastembed",
      "description": "Embedder backend. Default fastembed (ONNX); sentence-transformers needs the [torch] extra."
    },
    {
      "name": "TQMEMORY_MIGRATE_ON_STARTUP",
      "default": "0",
      "description": "Set to 1 to apply pending schema migrations automatically on startup."
    },
    {
      "name": "TQMEMORY_SECRETS_PASSPHRASE",
      "description": "Argon2id passphrase for the secrets vault on headless hosts. Omit to use the OS keyring."
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

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Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.

Cursor configuration

{
  "mcpServers": {
    "turbo-quant-memory-mcp": {
      "command": "uvx",
      "args": [
        "turbo-quant-memory==0.34.0",
        "serve"
      ],
      "env": {
        "TQMEMORY_FTS_LANGUAGE": "<YOUR_TQMEMORY_FTS_LANGUAGE>",
        "TQMEMORY_EMBEDDING_BACKEND": "<YOUR_TQMEMORY_EMBEDDING_BACKEND>",
        "TQMEMORY_MIGRATE_ON_STARTUP": "<YOUR_TQMEMORY_MIGRATE_ON_STARTUP>",
        "TQMEMORY_SECRETS_PASSPHRASE": "<YOUR_TQMEMORY_SECRETS_PASSPHRASE>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.

Cline configuration

{
  "mcpServers": {
    "turbo-quant-memory-mcp": {
      "command": "uvx",
      "args": [
        "turbo-quant-memory==0.34.0",
        "serve"
      ],
      "env": {
        "TQMEMORY_FTS_LANGUAGE": "<YOUR_TQMEMORY_FTS_LANGUAGE>",
        "TQMEMORY_EMBEDDING_BACKEND": "<YOUR_TQMEMORY_EMBEDDING_BACKEND>",
        "TQMEMORY_MIGRATE_ON_STARTUP": "<YOUR_TQMEMORY_MIGRATE_ON_STARTUP>",
        "TQMEMORY_SECRETS_PASSPHRASE": "<YOUR_TQMEMORY_SECRETS_PASSPHRASE>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.

VS Code configuration

{
  "servers": {
    "turbo-quant-memory-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "turbo-quant-memory==0.34.0",
        "serve"
      ],
      "env": {
        "TQMEMORY_FTS_LANGUAGE": "<YOUR_TQMEMORY_FTS_LANGUAGE>",
        "TQMEMORY_EMBEDDING_BACKEND": "<YOUR_TQMEMORY_EMBEDDING_BACKEND>",
        "TQMEMORY_MIGRATE_ON_STARTUP": "<YOUR_TQMEMORY_MIGRATE_ON_STARTUP>",
        "TQMEMORY_SECRETS_PASSPHRASE": "<YOUR_TQMEMORY_SECRETS_PASSPHRASE>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.

Claude Desktop configuration

{
  "mcpServers": {
    "turbo-quant-memory-mcp": {
      "command": "uvx",
      "args": [
        "turbo-quant-memory==0.34.0",
        "serve"
      ],
      "env": {
        "TQMEMORY_FTS_LANGUAGE": "<YOUR_TQMEMORY_FTS_LANGUAGE>",
        "TQMEMORY_EMBEDDING_BACKEND": "<YOUR_TQMEMORY_EMBEDDING_BACKEND>",
        "TQMEMORY_MIGRATE_ON_STARTUP": "<YOUR_TQMEMORY_MIGRATE_ON_STARTUP>",
        "TQMEMORY_SECRETS_PASSPHRASE": "<YOUR_TQMEMORY_SECRETS_PASSPHRASE>"
      }
    }
  }
}

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