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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.
Description
TinyFish is a web infrastructure platform for developers and AI teams building agents and applications that need to access or operate across the web.
The platform includes four connected product surfaces:
1. Search provides agent-optimized web search with current results structured for AI consumption.
2. Fetch extracts clean content from specified URLs and returns it as markdown, JSON, or HTML. It supports dynamic, JavaScript-heavy, and single-page application websites.
3. Browser provides managed cloud Chrome sessions, fingerprinting, session infrastructure, scaling, and browser management.
4. Web Agent takes a goal and a URL, navigates a website, works through filters and pagination, fills forms, authenticates when required, and returns the requested result.
5. Vault and Profiles support Web Agent workflows by securely handling credentials and identity for authenticated website operations.
Together, these capabilities allow developers to move from web discovery and content retrieval into complete, multi-step web operations without assembling and maintaining separate infrastructure products.
API Access
Has API
API Access
Has API
Integrations
HTML
JSON
Cursor
Dify
Markdown
Model Context Protocol (MCP)
OpenClaw
Python
Vercel
n8n
Integrations
HTML
JSON
Cursor
Dify
Markdown
Model Context Protocol (MCP)
OpenClaw
Python
Vercel
n8n
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
$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 Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Mozilla
Founded
2025
Country
United States
Website
tabstack.ai/
Vendor Details
Company Name
TinyFish
Founded
2024
Country
United States
Website
www.tinyfish.ai/