Mnemo MCP vs MCP Memory

In-depth architectural comparison of the Mnemo MCP and MCP Memory MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

Which MCP Server Should You Choose?

Choose Mnemo MCP when:

• You need dedicated capabilities in the Knowledge & Memory domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).
• You have access to required keys: MNEMO_MCP_RCLONE_REMOTE, MNEMO_MCP_SYNC_PASSPORT_KEY, MNEMO_MCP_DB_PATH, MNEMO_MCP_LOG_LEVEL.
• Primary tools included: config, help, config__open_relay.

Explore Mnemo MCP Details

Choose MCP Memory when:

• You need dedicated capabilities in the Knowledge & Memory domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).
• Primary tools included: remember, recall, forget.

Feature & Specification Comparison

Specification	Mnemo MCP n24q02m Knowledge & Memory	MCP Memory ShipItAndPray Knowledge & Memory
Summary	Persistent AI memory with SQLite hybrid search (FTS5 + semantic). Built-in Qwen3 embedding, rclone sync across machines. Zero config, no cloud, no limits.	Smart memory with exponential decay. Memories strengthen on access and fade when unused — solving the Karpathy problem of unbounded context growth. 7 tools, SQLite-based, zero dependencies.
Category & Scope

Tools & Capabilities Breakdown

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

{
  "mcpServers": {
    "n24q02m-mnemo-mcp": {
      "command": "uvx",
      "args": [
        "invocation"
      ],
      "env": {
        "MNEMO_MCP_RCLONE_REMOTE": "YOUR_MNEMO_MCP_RCLONE_REMOTE_HERE",
        "MNEMO_MCP_SYNC_PASSPORT_KEY": "YOUR_MNEMO_MCP_SYNC_PASSPORT_KEY_HERE",
        "MNEMO_MCP_DB_PATH": "YOUR_MNEMO_MCP_DB_PATH_HERE",
        "MNEMO_MCP_LOG_LEVEL": "YOUR_MNEMO_MCP_LOG_LEVEL_HERE"
      }
    }
  }
}

{
  "mcpServers": {
    "shipitandpray-mcp-memory": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-memory"
      ]
    }
  }
}

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