The MentisDB Agent Memory Cookbook

Patterns and recipes for building AI agents that remember

4.6 Cursor

Cursor benefits from MentisDB when repository conventions, review findings, and prior debugging sessions need to survive across editor restarts.

MCP server

{
  "mcpServers": {
    "mentisdb": {
      "url": "http://127.0.0.1:9471"
    }
  }
}

Project rule

Use MentisDB as durable project memory. Search before appending. Record decisions, constraints, mistakes, and checkpoints with specific tags and concepts.

Put the rule in the project instructions so Cursor remembers to use memory even when a chat starts cold.