# AgentQL

**Canonical:** https://apis.io/providers/agentql/  
**Website:** https://www.agentql.com/  
**APIs profiled:** 5

AgentQL connects LLMs and AI agents to the entire web through a specialized query language, REST API, and Python/JavaScript SDKs. It enables web scraping, data extraction, and browser automation using natural language queries that are self-healing — adapting automatically to page layout changes. AgentQL supports structured data extraction from web pages, PDF documents, and images, and integrates with LangChain, LlamaIndex, MCP, Zapier, and Google ADK.

## Kin Score — 32.2 / 100 (thin)

Scored 2026-08-20 under rubric 0.12.0. Trend: flat (+0.0 from 32.2).

| Facet | Score |
|---|---|
| Discoverability | 74.1 |
| Contract Quality | 22.2 |
| Governance | 9.8 |
| Contract Governance | 9.8 |
| Operational Transparency | 10.5 |
| Developer Ergonomics | 57.1 |
| Commercial Clarity | 26.3 |
| Access Clarity | 26.3 |

## Agent readiness — 46.0 (agent-ready)

| Dimension | Value |
|---|---|
| Spec Presence | yes |
| Agentic Access | derived |
| Reversibility Documented | no |
| MCP Server | documented |
| Auth Clarity | yes |
| Idempotency | no |
| Error Semantics | verified |
| OpenAPI Examples | verified |
| Rate Limit Signal | documented |
| Event Surface Described | no |
| Agent Skills | no |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |

## Access

Freemium (free trial) · Self-serve signup — onboarding: self-serve, pricing: freemium, trial: yes (confidence: high).

## APIs (5)

- **AgentQL Remote Browser Sessions API** — Create and manage remote Chrome browser sessions with Chrome DevTools Protocol (CDP) access for authenticated web automation, stealth browsing, and complex multi-step interactions.
- **AgentQL Query Document API** — Extract structured data from PDF documents and images (JPEG, PNG) using AgentQL query language or natural language prompts. Useful for processing invoices, reports, and other do...
- **AgentQL Query Data API** — Extract structured data from web pages using AgentQL queries
- **AgentQL Query Document API** — Extract structured data from PDF and image documents
- **AgentQL Remote Browser API** — Manage remote Chrome browser sessions with CDP access

## MCP servers (1)

- **MCP Server**

## Agentic access (1)

- **Agentql Agentic Access** — 3 operations · 3 acting

## Security (2)

- **Agentql Authentication** — apiKey · 1 scheme
- **Agentql Domain Security** — TLSv1.3 · HSTS · DNSSEC · DMARC

## Plans (1)

- **Agentql Plans Pricing**

## Use cases (6)

- **E-Commerce Price Monitoring** — Extract product names, prices, and availability from e-commerce sites for competitive intelligence and price tracking.
- **Job Board Aggregation** — Collect job listings, requirements, and company information from multiple job boards into a unified dataset.
- **Social Media Content Harvesting** — Extract posts, metrics, and profile data from social media platforms for analysis and reporting.
- **Document Data Extraction** — Parse invoices, contracts, and reports in PDF format to extract structured data for downstream processing.
- **AI Agent Web Access** — Enable AI agents to access and extract data from any website as part of automated research and task completion workflows.
- **Lead Generation** — Automate the collection of contact information, company data, and other business intelligence from public web sources.

## Tags

Agents, Artificial Intelligence, Web Scraping, Data Extraction, Browser Automation, REST API

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/agentql/). Scores are computed from the provider's own public artifacts under a published rubric.