Tabstack by Mozilla

Extract structured web data and automate tasks in one API call

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Added Jul 2026

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What is Tabstack By Mozilla?

Tabstack by Mozilla is a managed web API that extracts structured data and automates browser tasks without requiring you to manage an LLM, browser, or pipeline. Pass a URL with a schema or task, and get back clean JSON, markdown, or completed actions in minutes. Built for agents and automation stacks that need reliable web data extraction and research capabilities.

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Key Features of Tabstack By Mozilla

Schema-matched JSON extraction from any URL
Clean markdown conversion
Research agent with cited answers
Browser task automation
Structured data generation
SSE result streaming
No LLM or browser management required
TypeScript, Python, and CLI SDKs
MCP integration support

Who Should Use Tabstack By Mozilla?

Extract product details and pricing from e-commerce sites

Automate job listing scraping from career pages

Run research agents with cited web answers

Extract structured data for inventory tracking

Automate form filling and browser tasks

Gather competitive intelligence with source citations

Tabstack By Mozilla: Pros & Cons

✓Pros

No credit card required to start
10,000 free credits included
Data never sold or trained on
One API call handles extraction, reasoning, and schema enforcement
Inline citations on research answers
Streaming results over SSE
Fast integration with SDKs (30 seconds)
Live web data, not cached

Frequently Asked Questions about Tabstack By Mozilla

What does Tabstack do?

Tabstack is a managed web API that extracts structured data from URLs, automates browser tasks, and runs research agents with cited answers—all in a single API call without requiring you to manage an LLM, browser, or pipeline.

How do I start using Tabstack?

You can start for free with 10,000 free credits and no credit card required. Integration takes 30 seconds using TypeScript, Python, CLI, or MCP.

Will my data be used to train models?

No. Tabstack explicitly states that data is never sold or trained on.

What API endpoints are available?

Tabstack provides /extract/json, /extract/markdown, /generate/json, /research, and /automate endpoints for different use cases.