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Cursor MCP Setup

Connect Stellar Memory to Cursor as a persistent memory backend.

Quick Setup

pip install stellar-memory[mcp]
stellar-memory init-mcp --ide cursor

Restart Cursor to activate Stellar Memory tools.

Manual Setup

Edit ~/.cursor/mcp.json:

{
  "mcpServers": {
    "stellar-memory": {
      "command": "stellar-memory",
      "args": ["serve", "--mcp"],
      "env": {
        "STELLAR_DB_PATH": "~/.stellar/memory.db"
      }
    }
  }
}

Verify

In Cursor chat, try:

  • "Remember this project uses React 19" → calls memory_store
  • "What do you know about this project?" → calls memory_recall

Available Tools

See Tool Catalog for all available MCP tools.