memwright

local MCP server

Installation

Terminal

claude mcp add memwright -e PG_CONNECTION_STRING=... -e NEO4J_PASSWORD=... -e OPENROUTER_API_KEY=... -e OPENAI_API_KEY=... -- uvx memwright

Run in your project folder. Add --scope user to use it everywhere.

Claude Desktop, Cursor & other clients

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

{
  "mcpServers": {
    "memwright": {
      "command": "uvx",
      "args": [
        "memwright"
      ],
      "env": {
        "PG_CONNECTION_STRING": "...",
        "NEO4J_PASSWORD": "...",
        "OPENROUTER_API_KEY": "...",
        "OPENAI_API_KEY": "..."
      }
    }
  }
}

Fill in the environment variables with your own credentials.

Summary

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

Questions

memwright is a local MCP server distributed as the pypi package memwright.

Run: claude mcp add memwright -e PG_CONNECTION_STRING=... -e NEO4J_PASSWORD=... -e OPENROUTER_API_KEY=... -e OPENAI_API_KEY=... -- uvx memwright

Run: codex mcp add memwright --env PG_CONNECTION_STRING=... --env NEO4J_PASSWORD=... --env OPENROUTER_API_KEY=... --env OPENAI_API_KEY=... -- uvx memwright

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