Live demo · Product (shared drive)

Ask a shared Drive anything.

A product team's Google Drive, mounted by manba. The agent below was told nothing about it: everything it knows comes from the semantic layer manba generated, over the same MCP connection any agent uses. Every answer shows the queries behind it.

manba certified: 70/70 go-live questions · epoch 3, synced Oct 21, 2026 · answered by gemini-flash-latest

Check the work

Query playgroundWrite the governed query yourself What you can askThe generated language, field by field What the model was toldIts entire system prompt, verbatim CertificateThe benchmark this instance had to pass How it worksSource, semantic layer, consumers Operator viewPipeline, artifacts, epochs

Connect your own agent: https://demo.manba.ai/mcp (MCP, Streamable HTTP). Entities: COMMENTS, DRIVES, FILES, LABELS, LINKS, PERMISSIONS, PRINCIPALS, REVISIONS, SECTIONS.