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TL;DR

Memwright is a Model Context Protocol (MCP) server. Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search. Install with: uvx memwright. Source: https://github.com/bolnet/agent-memory. Compatible with MCP clients such as Claude Desktop, Cursor, Cline and Windsurf.

Memwright

Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.

Install Command

uvx memwright

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Frequently Asked Questions

Memwright is a Model Context Protocol server that Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.

You can install it by running the install command: `uvx memwright`. It then becomes available to any MCP-compatible client such as Claude, Cursor, Cline, Windsurf.

The Memwright MCP Server is compatible with any client that speaks the Model Context Protocol — including Claude, Cursor, Cline, Windsurf.

Check the project license on its repository before use.

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Details

Agent Rank
0.0
License
Last Updated
Aug 12, 2026
Languages
Python

Client Compatibility

Speaks the Model Context Protocol — works with any compatible client.

ClaudeCursorClineWindsurf