MCPLow riskUnclaimed

lean-memory

Embedded, local-first agent memory: one SQLite file per namespace, no server, no cloud.

Wuesteonwuesteon/lean-memory★ 42Updated Aug 7, 2026

server.json

{
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "name": "io.github.Wuesteon/lean-memory",
  "description": "Embedded, local-first agent memory: one SQLite file per namespace, no server, no cloud.",
  "title": "lean-memory",
  "repository": {
    "url": "https://github.com/Wuesteon/lean-memory",
    "source": "github"
  },
  "version": "0.3.0",
  "packages": [
    {
      "registryType": "pypi",
      "registryBaseUrl": "https://pypi.org",
      "identifier": "lean-memory",
      "version": "0.3.0",
      "runtimeHint": "uvx",
      "transport": {
        "type": "stdio"
      },
      "runtimeArguments": [
        {
          "description": "Install lean-memory with the extras the server needs: [mcp] (imported at startup — a bare install crashes), plus [models] and [extract] (the canonical real-quality backends; ~2 GB of open models download on first tool call). The package name and script name differ, so uvx needs --from.",
          "isRequired": true,
          "value": "lean-memory[mcp,models,extract]",
          "type": "named",
          "name": "--from"
        }
      ],
      "packageArguments": [
        {
          "description": "Console script entry point that starts the stdio MCP server.",
          "isRequired": true,
          "value": "lean-memory-mcp",
          "type": "positional"
        }
      ],
      "environmentVariables": [
        {
          "description": "Directory for per-namespace SQLite memory files. Defaults to ~/.lean_memory when unset.",
          "default": "~/.lean_memory",
          "name": "LM_DATA_ROOT"
        }
      ]
    }
  ]
}

Permissions

DeclaredDetected
Runs code—python
Installs—pypi:lean-memory@0.3.0
Runs install scripts—None
NetworkNoneNone
Needs credentialsNoneNone
Outside the workspace—None
Agent tools—None

Checks

Low risk · Nothing worth a warning was found.

Not reviewed by a person · Checked by rules; the model review is not switched on yet.

Versions

  1. #10.3.0latestOct 7, 2026