AgentQL Natural Language Web Query SDK for Extraction and Automation
SkillWeb & browsingYour AI can extract data from live websites and automate page interactions by describing what it is looking for in plain language. AgentQL is TinyFish's web automation and extraction toolkit, offered as Python and JavaScript SDKs that integrate with Playwright. Once added, it helps your AI target data and interface elements without depending on brittle CSS selectors.
Available today. Use it from your connected AI after setup.
No other account needed.
Install the Python or JavaScript SDK in your project and set up Playwright alongside it. Then point your AI at a live site and ask it to pull the data or run the steps you need.
Then ask your AI: use the AgentQL Natural Language Web Query SDK for Extraction and Automation skill
What your AI can do with it
- Extract data from live websites using plain-language queries
- Find data and interface elements by describing them instead of writing CSS selectors
- Automate interactions with elements on web pages
- Build in Python or JavaScript with the provided SDKs
- Use the Playwright integration for web automation
What this skill tells your AI
The instructions your AI receives, as published by agentskillexchange/skills in skills/agentql-natural-language-web-query-sdk-extraction-automation/SKILL.md and read by ahel’s review.
AgentQL is TinyFish's web automation and extraction toolkit that layers a natural-language query system on top of live sites. Its Python and JavaScript SDKs integrate with Playwright and let agents target data and interface elements without depending on brittle CSS selectors alone.
Prerequisites
python, go, java
Installation
Requirements and caveats from upstream:
- AgentQL is a suite of tools for extracting data and automating workflows on live web sites featuring an AI-powered query language, Python and JavaScript SDKs, a browser-based debugger, and a REST API endpoint. It uses...
- Playwright AgentQL's Python SDK and JavaScript SDK seamlessly integrates with Playwright for advanced aut...
Basic usage or getting-started notes:
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Extracted from upstream docs: https://raw.githubusercontent.com/tinyfish-io/agentql/HEAD/README.md
Documentation
Source
Signals
- GitHub stars
- 38
- Forks
- 53
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
agentql-natural-language-web-query-sdk-for-extractio-128o1ef- Source
- github.com/agentskillexchange/skills