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Looker Tutorials

Helpful Looker Tutorials

Connecting an AI Agent to Looker with an MCP Server

August 26, 2026 · Vistelio

Model Context Protocol is how AI assistants get tools. This tutorial stands up a Looker MCP server, connects Gemini CLI or Claude Desktop, walks through the tools it exposes, and covers the credentials, permissions and LookML shaping that decide whether the answers are trustworthy.

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Looker + BigQuery Cost Optimization in the Editions Era

August 25, 2026

Flat-rate BigQuery pricing is gone. This refreshed guide covers Editions versus on-demand, slot baseline and max autoscaling, physical versus logical storage billing, partitioning and clustering from the Looker side, datagroup caching, PDT keys, aggregate awareness, and attributing spend to dashboards and users.

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Working with the Looker API 4.0 and SDKs (2026)

August 25, 2026

Looker API 3.x was removed in 2023. This refreshed guide covers API keys, logging in to API 4.0, the official looker_sdk Python SDK, run_inline_query and run_look, loading results into another system, and a migration map for scripts still calling /api/3.1.

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Persistent Derived Tables: When and How to Use Them

August 25, 2026

Derived tables can be a powerful tool in a Looker developer's arsenal. They allow you to create tables on-the-fly from existing tables, essentially enabling you to perform ETL (extract, transform, load) operations directly within Looker. Looker's LookML provides two types of derived tables: non-persistent and persistent. In this post, we will focus on Persistent Derived Tables (PDTs), understand when to use them, and delve into the how.

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