Memory Layer
Verified IntegrationClient Configuration
— Connect Memory Layer to Claude Desktop or Cursor in seconds{
"mcpServers": {
"memory-layer": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-memory-layer"
],
"env": {}
}
}
}~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows).System Overview
Augments data warehouses with a memory layer to help Large Language Models generate more accurate SQL by providing context beyond raw schema metadata.
7/23/2026
Open Source
stdio / SSE RPC
Frequently Asked Questions
Architecture and operational details for Memory Layer
It improves accuracy by offering three types of context: schema corrections for common pitfalls ('amounts in cents'), dbt model context (column descriptions, lineage), and query popularity tracking to guide LLMs toward proven access patterns and joins, reducing errors and wasted round-trips.
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