Agentql
AgentQL is a suite of tools for connecting your AI to the web. Featuring a query language and Playwr
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AgentQL connects LLMs and AI agents to the entire web
What is AgentQL?
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 natural language queries to pinpoint data and elements on any web page, including authenticated and dynamically generated content. Users can define structured data output and apply transforms within queries. AgentQL's natural language selectors find elements intuitively based on the content of the web page and work across similar web sites, self-healing as UI changes over time.
Get started in 5 minutes with our quick start!
Features
- Playwright AgentQL's Python SDK and JavaScript SDK seamlessly integrates with Playwright for advanced automation and testing.
- Cross-site compatibility lets you use the same query across different sites with similar content.
- Structured output defined by the shape of your query.
- Natural language selectors find elements and data anywhere on a site using intuitive queries.
- Transforms _and_ extracts data in your queries.
- Works on any page, public or private, any site, any URL, even behind authentication.
- Resiliance to UI changes means queries work regardless of how a page's structure changes over time.
Tools
- [Python SDK](https://docs.agentql.com/python-sdk/installation) for running automation and scraping scripts with AgentQL queries in Python.
- [JavaScript SDK](https://docs.agentql.com/javascript-sdk/installation) for running automation and scraping scripts with AgentQL queries in JavaScript.
- [REST API](https://docs.agentql.com/rest-api/api-reference) for executing queries without an SDK.
- [Integrations](https://docs.agentql.com/integrations) with agent frameworks and automation tools like Langchain and Zapier and our MCP server.
- [Debugger Browser Extension](https://chromewebstore.google.com/detail/agentql-debugger/idnejmodeepdobpinkkgpkeabkabhhej) lets you debug and finesse queries in real-time on live sites.
- [AgentQL Query Language](https://docs.agentql.com/agentql-query/query-intro) lets you define queries with natural language.
- [Playground](https://playground.agentql.com/) for playing with AgentQL lets you export python scripts and optimize queries with prompts.
Examples
Don't lose this
Three weeks from now, you'll want Agentql again. Will you remember where to find it?
Save it to your library and the next time you need Agentql, it’s one tap away — from any AI app you use. Group it into a bench with the rest of the team for that kind of task and you can pull the whole stack at once.
⚡ Pro tip for geeks: add a-gnt 🤵🏻♂️ as a custom connector in Claude or a custom GPT in ChatGPT — one click and your library is right there in the chat. Or, if you’re in an editor, install the a-gnt MCP server and say “use my [bench name]” in Claude Code, Cursor, VS Code, or Windsurf.
a-gnt's Take
Our honest review
AgentQL is a suite of tools for connecting your AI to the web. Featuring a query language and Playwr. Best for anyone looking to make their AI assistant more capable in search & web. It's completely free and works across most major AI apps. This one just landed in the catalog — worth trying while it's fresh.
Tips for getting started
Tap "Get" above, pick your AI app, and follow the steps. Most installs take under 30 seconds.
What's New
Imported from GitHub
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