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Memors

io.github.kKEo/memors ยท v1.6.8

Local, explainable knowledge base for AI agents: hybrid search with provenance over SQLite.

Website Source code Set it up

Connect Runs on your machine

Terminal
claude mcp add memors -e MEMORS_KB=<MEMORS_KB> -e MEMORS_HOME=<MEMORS_HOME> -e MEMORS_MODEL=<MEMORS_MODEL> -- https://github.com/kKEo/memors/releases/download/v1.6.8/memors-mcp_1.6.8_linux_amd64.tar.gz
claude_desktop_config.json
{
  "mcpServers": {
    "memors": {
      "command": "https://github.com/kKEo/memors/releases/download/v1.6.8/memors-mcp_1.6.8_linux_amd64.tar.gz",
      "args": [],
      "env": {
        "MEMORS_KB": "<MEMORS_KB>",
        "MEMORS_HOME": "<MEMORS_HOME>",
        "MEMORS_MODEL": "<MEMORS_MODEL>"
      }
    }
  }
}
~/.cursor/mcp.json
{
  "mcpServers": {
    "memors": {
      "command": "https://github.com/kKEo/memors/releases/download/v1.6.8/memors-mcp_1.6.8_linux_amd64.tar.gz",
      "args": [],
      "env": {
        "MEMORS_KB": "<MEMORS_KB>",
        "MEMORS_HOME": "<MEMORS_HOME>",
        "MEMORS_MODEL": "<MEMORS_MODEL>"
      }
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "memors": {
      "type": "stdio",
      "command": "https://github.com/kKEo/memors/releases/download/v1.6.8/memors-mcp_1.6.8_linux_amd64.tar.gz",
      "args": [],
      "env": {
        "MEMORS_KB": "<MEMORS_KB>",
        "MEMORS_HOME": "<MEMORS_HOME>",
        "MEMORS_MODEL": "<MEMORS_MODEL>"
      }
    }
  }
}

Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.

Tools

This server runs locally, so its tools are listed by your MCP client once it starts.

Environment variables

NameDescription
MEMORS_KB
Optional		Name of the knowledge base to open; one SQLite file per name under $MEMORS_HOME/kb/.
MEMORS_HOME
Optional		Base directory for knowledge bases and settings (default ~/.memors-mcp).
MEMORS_MODEL
Optional		Embedding model id from `memors-mcp model ls` (default granite-small-r2).

Details

Packagehttps://github.com/kKEo/memors/releases/download/v1.6.8/[email protected] (MCPB, stdio)
First published12 Nov 2026
Last updated12 Nov 2026
Registry nameio.github.kKEo/memors

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