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What is Tabstack?

Tabstack is a managed web API platform that lets developers extract, research, generate, and automate across the live web without building their own scraping stack. The platform is designed for teams that want to pass in a URL, schema, question, or task and get back structured data, clean Markdown, cited answers, or completed browser actions. Its /extract/json endpoint returns schema-matched JSON from web pages, making it useful for product details, job listings, pricing pages, marketplaces, directories, and other structured web data. Its /extract/markdown endpoint converts pages into clean Markdown that can be used for RAG pipelines, documentation ingestion, product page indexing, and knowledge base workflows. The /generate/json capability supports reasoned structured output from user instructions, not just direct field extraction. The /research endpoint runs a live-web research agent that selects sources, reads pages, synthesizes findings, and returns cited answers with claim-level support. The /automate endpoint lets users describe a browser task in natural language and have Tabstack navigate, click, fill forms, and complete flows on websites the user does not control. Tabstack supports interactive mode for human input, JavaScript-heavy pages, streaming results over SSE, TypeScript and Python SDKs, MCP connectivity, and CLI access. Its Pilo browser engine is designed to reduce token usage compared with screenshot-heavy approaches while still enabling browser-based automation. Common use cases include competitive intelligence dashboards, lead enrichment pipelines, research agents, booking and checkout agents, back-office workflow automation, and knowledge base ingestion. With privacy-focused handling, no retained corpus, no data sold, no model training on user calls, and plans that include free trial credits, pay-as-you-go usage, team pricing, and enterprise options, Tabstack helps developers give products and AI agents reliable access to the live web.

What is Outcrawl?

Outcrawl is a cloud service designed specifically for developers, offering web data and browser infrastructure to facilitate the creation of AI agents and data pipelines. The platform provides an API along with developer tools that enable users to extract data from particular URLs in either Markdown or structured JSON format, as well as to explore websites, perform web searches, and access page content. Additionally, it allows users to initiate cloud browser sessions using the Chrome DevTools Protocol and carry out various browser-agent tasks. The service operates on a shared credit system, with costs varying according to the specific operations executed. Developers can interact with Outcrawl through SDKs available in TypeScript and Python, a command-line interface, or an MCP server, and they can connect browser sessions effortlessly using Playwright over CDP. Furthermore, the platform supports the recording of sessions and agent executions, which provides users with the ability to replay actions step-by-step for thorough analysis. This makes it a valuable resource for automated research and web data collection, as well as for conducting browser-based workflows and executing tasks that require website interactions. By enhancing productivity and simplifying the development process, Outcrawl ensures that developers can efficiently manage a diverse array of web-oriented tasks while optimizing their workflow and results. As a result, users can focus on innovation and creativity without getting bogged down by the technical complexities often associated with web data extraction and automation.

Media

Media

Integrations Supported

HTML
JSON
Markdown

Integrations Supported

Model Context Protocol (MCP)
Playwright

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided

Pricing Information

$49/month
Builder plan: $49/month for 10,000 credits. The free tier includes 1,000 credits per month and requires no payment card; credit consumption varies by operation.
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS
Windows
Mac

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

Mozilla

Date Founded

2025

Company Location

United States

Company Website

tabstack.ai/

Company Facts

Organization Name

Aeonmind LLC

Date Founded

2025

Company Location

United States

Company Website

outcrawl.ai/

Categories and Features

AI Development

Not specified

AI Tools

Not specified

Browser Automation

Not specified

Categories and Features

Web Scraping APIs

Not specified

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