# tinyfish-io/agentql

AgentQL is a suite of tools for connecting your AI to the web. Featuring a query language and Playwright integrations for interacting with elements and extracting data quickly, precisely, and at scale. Includes REST API, Python and JavaScript SDKs, browser debugger.

Repository: https://github.com/tinyfish-io/agentql
Canonical: https://ross.abutalabs.com/products/agentql
Homepage: https://agentql.com
Language: Python
License: MIT
License Family: permissive
Topics: automation, playwright, python, scraping, web-scraping-python, web-scrapping, web-scraping, agent, ai, aiagent, rpa, web, webagent, javascript, web-scraping-javascript, web-scraping-colabs
Last push: 2026-08-26T13:56:45+00:00

## Health v2 (maintenance only)
Score: 70/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 99, release rhythm 35, longevity 66
- inputs: {"age_days": 925, "days_push": 7, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1451, forks 166 (observed 2026-08-28T04:04:45.949741+00:00)

## What it is
AgentQL is a suite of tools for extracting structured data and automating workflows on live websites using an AI-powered natural language query language. It includes Python and JavaScript SDKs integrated with Playwright, a REST API, a CLI, and a browser-based debugger extension.

## Use cases
- extract structured data from web pages with natural language queries
- scrape product names and prices from e-commerce sites
- automate web interactions with Playwright instead of fragile XPath selectors
- feed live web data to LLMs and AI agents
- parse tables from PDFs
- scrape pages behind authentication or with dynamic content
- build resilient scrapers that survive UI changes

## When to choose
- you need structured data from dynamic or authenticated pages
- CSS/XPath selectors break too often and you want self-healing queries
- you're building web agents or RPA workflows with Playwright
- you want the same query to work across similar sites

## When to avoid
- you need a fully free self-hosted solution - the query API requires an AgentQL API key with usage-based pricing
- you only scrape static, well-structured pages where simple HTML parsing suffices
- you need offline operation without cloud API calls

## Facets
- artifact type: library
- maturity: active
- function: web-scraping, parser, sdk, agent-framework, workflow-automation, browser-extension, cli
- domain: web-development, artificial-intelligence, crawlers, developer-tools
- platform: python, browser-extension, cross-platform
- tags: query-language, playwright, data-extraction, web-automation, rpa, rest-api, self-healing-selectors, pdf-parsing, ai-agents, automation, nodejs

## Member repositories
- tinyfish-io/agentql (main) score 70

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:04:45.949741+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T04:35:53.282826+00:00, confidence not recorded.
  - readme: https://github.com/tinyfish-io/agentql (fetched 2026-08-28T04:04:45.949741+00:00, sha 45e5af8b9172)
  - homepage: https://agentql.com (fetched 2026-08-29T11:45:33.429584+00:00, sha 6684fa2f2d78)
  - site_page: https://www.agentql.com/docs (fetched 2026-08-29T11:45:33.438907+00:00, sha caf3df858666)
  - site_page: https://docs.agentql.com/python-sdk/installation (fetched 2026-08-29T11:45:33.444056+00:00, sha 60001d1b83c1)
  - site_page: https://docs.agentql.com/javascript-sdk/installation (fetched 2026-08-29T11:45:33.445774+00:00, sha adf6f44c7124)
  - site_page: https://docs.agentql.com/home (fetched 2026-08-29T11:45:33.447383+00:00, sha 535f48cf0ed8)
  - site_page: https://www.agentql.com/pricing (fetched 2026-08-29T11:45:33.440650+00:00, sha 957a5e80fc8a)
  - site_page: https://www.agentql.com/integrations (fetched 2026-08-29T11:45:33.442262+00:00, sha 7a926ba476e0)
- Data as of 2026-08-30T08:39:29.467469+00:00.