TabstackMozilla
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About
Tabstack is a managed web API that helps developers extract data, generate structured outputs, run live-web research, and automate browser tasks through simple API calls. The platform lets users pass a URL, schema, question, or task and receive schema-matched JSON, clean Markdown, cited answers, or completed browser actions without managing an LLM, browser, scraper, or orchestration pipeline. Its endpoints support structured extraction, Markdown extraction, JSON generation, live research with citations, and web automation across JavaScript-heavy pages. Developers can use Tabstack for competitive intelligence dashboards, lead enrichment, research agents, booking and checkout agents, workflow automation, and knowledge base ingestion. The platform includes SDKs for TypeScript and Python, MCP support, CLI tools, streaming research results, human-in-the-loop automation, and privacy-focused data handling. With free credits, pay-as-you-go pricing, team plans, and enterprise options, Tabstack
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About
TinyFish is the web operating layer for AI agents, providing the infrastructure agents need to reliably access and operate across the live web. As AI applications evolve beyond text generation into autonomous systems that gather information, navigate websites, and complete multi-step tasks, fragmented automation stacks and custom-built infrastructure become difficult to maintain.
TinyFish unifies web search, content extraction, browser infrastructure, and agentic web interaction within a single platform. Agents can search the live web, extract clean LLM-ready content from modern websites, render JavaScript-heavy pages, and execute authenticated workflows without stitching together multiple vendors or maintaining custom infrastructure.
Built for production AI systems, TinyFish emphasizes accuracy, efficiency, freshness, and scalability. By providing clean web context and dependable execution across dynamic web environments, the platform helps developers build AI applications that
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Audience
Tabstack is best suited for developers, AI agent builders, SaaS teams, data teams, automation engineers, product teams, and startups that need web extraction, live research, browser automation, structured data, Markdown conversion, and API-based access to the live web without maintaining custom scraping infrastructure
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Audience
Strategy teams that need AI agents to automate complex web-based workflows and extract real-time business intelligence at scale
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Supported
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API
Offers API
Not Supported
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
No information available.
Free Version
Not Supported
Free Trial
Not Supported
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Pricing
$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
Free Version
Supported
Free Trial
Supported
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationMozilla
Founded: 2025
United States
tabstack.ai/
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Company InformationTinyFish
Founded: 2024
United States
www.tinyfish.ai/
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Categories |
Categories |
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Integrations
HTML
Supported
JSON
Supported
Cursor
Not Supported
Dify
Not Supported
Markdown
Supported
Model Context Protocol (MCP)
Not Supported
OpenClaw
Not Supported
Python
Not Supported
Vercel
Not Supported
n8n
Not Supported
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Integrations
HTML
Supported
JSON
Supported
Cursor
Supported
Dify
Supported
Markdown
Not Supported
Model Context Protocol (MCP)
Supported
OpenClaw
Supported
Python
Supported
Vercel
Supported
n8n
Supported
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