To work with your Google Cloud data resources using your preferred coding agent, you can install the Google Cloud Data Agent Kit plugin. The Data Agent Kit plugin provide the same functionality as the IDE extension, but they let you use natural language prompts, rather than a UI, to work with your data.
The Data Agent Kit plugin is available on GitHub. Supported agents include the following:
- Antigravity CLI
- Gemini CLI (version 0.6.0 or later)
- Claude Code
- Codex CLI
Get started
To install the plugin for your preferred coding agent, go to Data Agent Kit Starter Pack. The README details the prerequisites, download and installation instructions, and troubleshooting assistance.
Sample prompts
After you install the Data Agent Kit plugin for your agent, you can run prompts using Google Cloud skills and MCP tools. Depending on your use case, you can enter prompts like the following:
- "Create a BigQuery SQL notebook that writes deduplicated transaction data from my Cloud Storage bucket, my-sample-bucket."
- "Generate an inference notebook to batch-process new partitions and write flagged transactions into a new Spanner table for high-availability access."
- "Evaluate all the tables in the BigQuery sales_data table, determine year-over-year growth, and then generate a LookML model and an interactive Streamlit dashboard prototype."