Memwright

v0.1.3Knowledge & Memorystable

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

io-github-bolnet-memwrightmcpai-integration
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What is Memwright?

Memwright is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to embedded memory for ai agents with sqlite, pgvector, and neo4j graph search.

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

This server falls under the Knowledge & Memory category on MCPgee, the world's largest MCP server directory with 33,000+ servers.

Features

  • Embedded memory for AI agents with SQLite, pgvector, and Neo

Use Cases

Store and search embedded memory for AI agents using SQLite or pgvector.
Build graph-based memory with Neo4j search.
Community

Maintainer

LicenseMIT
Languagepython
Versionv0.1.3
UpdatedMar 9, 2026
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

PIP

pip install memwright

Manual Installation

pip install memwright

Configuration

Configuration Details

Config File

claude_desktop_config.json

Performance

Response Metrics

Response Time< 200ms
ThroughputMedium

Resource Usage

Memory UsageLow
CPU UsageLow

Frequently Asked Questions about Memwright

What is Memwright?

Memwright is a Model Context Protocol (MCP) server that embedded memory for ai agents with sqlite, pgvector, and neo4j graph search. It connects AI assistants to external tools and data sources through a standardized interface.

How do I install Memwright?

Install via pip with: pip install memwright. Then configure your AI client to connect to this MCP server.

Which AI clients work with Memwright?

Memwright works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.

Is Memwright free to use?

Yes, Memwright is open source and available under the MIT license. You can use it freely in both personal and commercial projects.

Browse More Knowledge & Memory MCP Servers

Explore all knowledge & memory servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.

Quick Config Preview

{ "mcpServers": { "io-github-bolnet-memwright": { "command": "pip", "args": ["install", "memwright"] } } }

Add this to your claude_desktop_config.json or .cursor/mcp.json

Read the full setup guide →

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