memcp is a Model Context Protocol (MCP) server that provides persistent memory capabilities for AI assistants like Claude. It enables storing and retrieving information across conversations using a local SQLite database.
Features
Persistent Storage: Store information that persists between conversations
Keyword-Based Search: Efficiently find stored memories using keyword associations
Simple Key-Value Store: Easy to use get/set operations with additional keyword metadata
Local SQLite Database: All data stored locally in a SQLite database you control
MCP Integration: Seamlessly integrates with Claude Desktop and other MCP clients
Installation
Install from PyPI:
pip install memcpOr install from source:
git clone https://github.com/moshez/memcp.git
cd memcp
pip install -e .Quick Start
Configure memcp in Claude Desktop by adding it to your claude_desktop_config.json:
{
"mcpServers": {
"memcp": {
"command": "/path/to/python",
"args": ["-m", "memcp", "--db", "/path/to/memory.db"]
}
}
}See the full documentation for detailed configuration instructions.
Documentation
Full documentation is available at memcp.readthedocs.io.
Development
To set up a development environment:
# Clone the repository
git clone https://github.com/moshez/memcp.git
cd memcp
# Create virtual environment
python -m venv venv
source venv/bin/activate # On Windows: venv\Scripts\activate
# Install in development mode
pip install -e .
# Install development dependencies
pip install nox
# Run tests
nox -e tests
# Run linting
nox -e lint
# Build documentation
nox -e docsLicense
MIT License - see LICENSE file for details.
1 maintainer
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