Mastra

How to use Mastra in a web scraping pipeline

Mastra workflows define task sequences with explicit steps and input/output schemas. They can coordinate model-assisted extraction around a separately supplied HTTP or browser tool while keeping the overall collection path controlled.

A practical workflow

1. Start a workflow with allowed source URLs and a declared output shape.
2. Use a step to invoke your acquisition code, another to transform or interpret returned content, and a validation step before publication.
3. Save accepted records with their source and capture references, then return the dataset or job identifier to the caller.

When it fits

Use this when an application mixes deterministic processing with model-assisted interpretation and needs to control which step receives which data. Explicit step contracts make it easier to isolate a parsing failure from an agent's reasoning output.

Boundaries

Mastra is not a managed scraper or proof of built-in rendering. Provide the acquisition tool, runtime and appropriate credentials separately. Treat collected pages as untrusted inputs, restrict tool actions and validate model-produced fields against the source; workflow completion alone does not establish factual accuracy.