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Memory Plugin (SQLite)

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Provides SQLite-based persistent memory storage for maintaining context across conversations, enabling long-term recall and knowledge management.

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Provides SQLite-based persistent memory storage for maintaining context across conversations, enabling long-term recall and knowledge management.

README

A Python-based memory plugin that uses SQLite for persistent storage.

Overview

This plugin provides memory storage functionality using SQLite as the backend database. It's designed to store and manage data persistently across sessions.

Setup

  1. Environment Configuration

    Create a .env file in the root directory with the following configuration:

    MEMORY_DB_PATH=/path/to/your/memory.sqlite
    

    You can use the provided .env.example as a template:

    cp .env.example .env
    
  2. Dependencies

    The project requires Python and uses SQLite for data storage. Make sure you have Python installed on your system.

Configuration

  1. rename .env.example to .env and edit the values to your needs:

  2. Locate claude_desktop_config.json and use the template below to add "MQTT Bridge" to the mcpServers section. MacOs: ~/Library/Application Support/Claude/claude_desktop_config.json Windows: C:\Users<username>\AppData\Roaming\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "memory_recall": {
      "command": "/path/to/python3",
      "args": [
        "/path/2/your/cloned/repository/memory_plugin.py"
      ]
    }
  }
}

The SQLite database path is configured through the MEMORY_DB_PATH environment variable. This should point to where you want the SQLite database file to be stored.

Current configuration:

MEMORY_DB_PATH=/path/to/your/dabatase.sqlite

Usage

Basic Usage

Refer to the @mcp.resource and @mcp.tool decorated functions in the memory_plugin.py file

Examples to type in the chat:

  • memory://load to load the saved memories at new chat start
  • Save into the memory, under aNewName category, the following: a new message with important info to remember
  • Save the relevant points of the conversation into the memory under aNewName category

Development

When contributing to this project:

  1. Make sure to not commit sensitive information
  2. Keep your .env file private
  3. Use .env.example for sharing template configurations

License

This project is licensed under the MIT License.

from github.com/mekanixms/mcp_memory_plugin

Installing Memory Plugin (SQLite)

This server has no published package — it is built from source. Open the repository and follow its README.

▸ github.com/mekanixms/mcp_memory_plugin

FAQ

Is Memory Plugin (SQLite) MCP free?

Yes, Memory Plugin (SQLite) MCP is free — one-click install via Unyly at no cost.

Does Memory Plugin (SQLite) need an API key?

No, Memory Plugin (SQLite) runs without API keys or environment variables.

Is Memory Plugin (SQLite) hosted or self-hosted?

Self-hosted: the server runs locally on your machine via the install command above.

How do I install Memory Plugin (SQLite) in Claude Desktop, Claude Code or Cursor?

Open Memory Plugin (SQLite) on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

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