Mnemoscope

Observability and predictive memory tooling for LLM agents on Markdown vaults — predictive context-rot scoring, Ed25519-signed hash-chained journal, hierarchical tiering. 100% local. MCP server + Obsidian plugin.

{
  "mcpServers": {
    "mnemoscope": {
      "command": "npx",
      "args": [
        "-y",
        "toonight/Mnemoscope"
      ]
    }
  }
}

claude mcp add mnemoscope npx -y toonight/Mnemoscope

{
  "mcpServers": {
    "mnemoscope": {
      "command": "npx",
      "args": [
        "-y",
        "toonight/Mnemoscope"
      ]
    }
  }
}