Extract structured data from web pages — crawling, HTML parsing, and content extraction at scale.

Query, migrate, and manage relational and document databases directly from an agent session.

Manage repositories, pipelines, deployments, and infrastructure as part of an agent workflow.

Drive a real browser — click, fill forms, navigate, and take screenshots programmatically.

Query search engines and knowledge sources to ground agent responses in current information.

Read, write, and refactor code across a project — file operations, execution, and tooling.

Create and edit PDFs, spreadsheets, presentations, and other office documents.

Send and read messages across chat, email, and collaboration tools.

Analyze datasets, run computations, and generate charts and reports.

Persist context across sessions and coordinate multi-step reasoning and planning.