MCP Duckdb Memory Server MCP Server

MCP Memory Server with DuckDB backend

Local serverstdio

What is the MCP Duckdb Memory Server MCP server?

MCP Memory Server with DuckDB backend. Exposed over MCP by the mcp duckdb memory server mcp server, that capability becomes something an assistant can invoke while it works, not something you go and do afterwards.

What it actually does

A forked version of the official Knowledge Graph Memory Server.

  • Fast Query Processing — DuckDB is optimized for analytical queries and performs well even with large datasets
  • SQL Interface — Standard SQL can be used to execute complex queries easily
  • Transaction Support — Supports transaction processing to maintain data integrity
  • Indexing Capabilities — Allows creation of indexes to improve search performance
  • Embedded Database — Works within the application without requiring an external database server

Adding it to your client

The server ships on npm as @smithery/cli, so your MCP client can launch it on demand — there is no separate build step. Add the server block to your client's configuration, restart it, and the tools register themselves.

Its toolset

Everything the assistant can do here goes through one of these:

  • Setup — The Setup tool exposed by this server
  • Testing — The Testing tool exposed by this server

Configuration

You will need one environment variable: MEMORY_FILE_PATH. Keep credentials in your client's env block or a secrets manager rather than in a file you might commit.

Caveats

  • It runs with your machine's permissions. That is convenient and also the reason to think about what you point it at before you approve a tool call.
  • MCP clients confirm each tool call by default. Leave that on until you have watched what the mcp duckdb memory server mcp server does with a few real requests.

When to reach for it

This sits in the database access group, where several servers overlap in what they claim to do but differ sharply once you actually set them up. MCP Duckdb Memory Server's toolset — Setup, Testing — is a fair guide to whether it matches your workflow. It is maintained by IzumiSy; worth a glance at recent repository activity before you build anything load-bearing on it.

We check each listing at SyncDev against the project's documentation before it goes live — if something here drifts out of date, it is a bug worth reporting.

Available tools

ToolWhat it does
SetupThe Setup tool exposed by this server.
TestingThe Testing tool exposed by this server.

How to install the MCP Duckdb Memory Server MCP server

{
  "mcpServers": {
    "duckdb-memory-server": {
      "command": "npx",
      "args": ["-y", "@smithery/cli"],
      "env": {
        "MEMORY_FILE_PATH": "your-value"
      }
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Configuration

VariableDescriptionRequired
MEMORY_FILE_PATHFilesystem location the server is allowed to use.Optional

Example prompts to try

  • Use MCP Duckdb Memory Server to Setup.
  • Use MCP Duckdb Memory Server to Testing.

Frequently asked questions

It connects MCP Duckdb Memory Server to MCP-compatible AI assistants such as Claude and Cursor, exposing 2 tools (Setup, Testing) that the assistant can call on your behalf. Instead of copying data back and forth by hand, the assistant works with MCP Duckdb Memory Server directly.