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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.
Integrations Supported
HTML
JSON
Cursor
Dify
Model Context Protocol (MCP)
OpenClaw
Python
Vercel
n8n
API Availability
API Availability
Has API
Pricing Information
$0.016
Pay as you go
INCLUDES
– Search and Fetch free at any Wallet balance
– Agent ($0.0016 per step - limit: 2 concurrent runs and Browser ($0.002 -limit: 5 concurrent sessions) metered against your Wallet
– No subscription and no monthly minimum
– Vault + Profile
– Auto-reload
– SDKs, CLI, and MCP
INCLUDES
– Search and Fetch free at any Wallet balance
– Agent ($0.0016 per step - limit: 2 concurrent runs and Browser ($0.002 -limit: 5 concurrent sessions) metered against your Wallet
– No subscription and no monthly minimum
– Vault + Profile
– Auto-reload
– SDKs, CLI, and MCP
Free Version
Free Trial Offered?
Pricing Information
Pricing not provided
Supported Platforms
SaaS
Supported Platforms
SaaS
Customer Service / Support
Web-Based Support
Customer Service / Support
Web-Based Support
Training Options
Documentation Hub
Training Options
Documentation Hub
Company Facts
Organization Name
TinyFish
Date Founded
2024
Company Location
United States
Company Website
www.tinyfish.ai/
Company Facts
Organization Name
Mozilla
Date Founded
2025
Company Location
United States
Company Website
tabstack.ai/
Categories and Features
AI Agent Infrastructure
Not specified