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features
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Description

Outcrawl is a cloud-based service that provides web data and browser infrastructure tailored for developers who create AI agents and data pipelines. It offers an API and developer tools designed to extract data from specific URLs into Markdown or structured JSON format, explore websites, conduct web searches, and retrieve page content, as well as initiate cloud browsers via the Chrome DevTools Protocol and execute browser-agent tasks. Users benefit from a shared credit balance for these services, with varying costs based on the operations performed. Developers can utilize the service through SDKs in TypeScript and Python, a command-line interface, or an MCP server, and can seamlessly connect browser sessions using Playwright over CDP. Moreover, sessions and agent executions can be recorded, allowing for detailed step-by-step replay. The platform is particularly beneficial for automated research, web data collection, browser-based workflows, and executing agent tasks that require interaction with various websites, making it a versatile tool for developers in the field. This flexibility enhances productivity and streamlines the development process, ensuring that users can efficiently tackle a wide range of web-related tasks.

Description

Tabstack is a managed web extraction, research, and automation API designed to help developers build live-web features without maintaining browser infrastructure or scraping pipelines. Users can send a URL, structured schema, research question, or plain-language task and receive clean data, cited research, or completed web actions from a single API call. The platform includes endpoints for extracting schema-matched JSON, converting pages into clean Markdown, generating structured outputs, running cited research agents, and automating browser tasks. Tabstack handles the reasoning, rendering, schema enforcement, browser execution, and orchestration behind the scenes so teams can focus on building products instead of managing extraction systems. Its research endpoint reads the live web, selects sources, synthesizes answers, and returns citations on claims, making it useful for trustworthy research agents. Its automation endpoint can navigate, click, fill forms, and complete multi-step workflows on third-party sites, with interactive pauses when human input is needed. Tabstack also supports TypeScript and Python SDKs, MCP integration, CLI access, and streaming responses over SSE. Developers can use it for lead enrichment, competitive monitoring, knowledge base ingestion, workflow automation, booking flows, product data extraction, and in-app research. With privacy controls, no model training on user data, and plans ranging from free credits to enterprise quotas, Tabstack gives teams a practical backend for AI agents that need to understand and act on the web.

API Access

Has API Yes 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

HTML No 
JSON No 
Markdown No 
Model Context Protocol (MCP) Yes 
Playwright Yes 

Integrations

HTML Yes 
JSON Yes 
Markdown Yes 
Model Context Protocol (MCP) No 
Playwright No 

Pricing Details

$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 Trial No 
Free Version Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac Yes 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Aeonmind LLC

Founded

2025

Country

United States

Website

outcrawl.ai/

Vendor Details

Company Name

Mozilla

Founded

2025

Country

United States

Website

tabstack.ai/

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