Parsera

ai web scraping 13 tools available

Parsera is a lightweight Python library for scraping websites using large language models (LLMs).

About this integration

Connect Parsera to Definable to automate repetitive tasks, sync data with the rest of your stack, trigger on real-world events. Personas call Parsera's 13 tools directly from chat or scheduled flows. You can wire it into any persona to read, write, and react when an event fires.

Connect Parsera to Definable and it becomes a set of typed tools your agents plan with — triggered by events, run on schedules, or invoked mid-conversation. Every write is checked by the verifier before it lands.

Auth OAuth2 · 2 clicks

Tools 13 exposed

Plans All, incl. Free

Data Never trained on

Parsera · in workflows

What teams actually run.

Three patterns teams run with Parsera on day one. Each one is a plain-English prompt — no canvas, no glue code — and you can remix them into anything.

Trigger on event

│ Listen for a new event

│ Parse and validate the payload

└ Take an action with the linked tool

Daily summary

│ Pull yesterday's activity

│ Summarise with the model of your choice

└ Send the digest via email or Slack

Cross-tool sync

│ Read records from one app

│ Transform with a persona

└ Write the result back via this integration

13 tools available

The Parsera toolbox.

Every Parsera capability your agents can call, each with a typed schema the planner reads. The router picks the right tool per step; the verifier checks the result.

Create Scraper

Tool to create a new empty scraper for your account. Returns a scraper_id that can be used with the generate endpoint to generate scraping code.

Delete Scraper

Tool to delete an existing scraper by its ID. Use when you need to remove a scraper that was created through the /v1/scrapers/new endpoint.

Extract Data from Webpage

Tool to perform LLM-powered data extraction from a live webpage URL with specified attributes. Use when you need to extract structured data from web pages based on field descriptions.

Extract Markdown

Tool to extract markdown content from a file or URL.

Get LLM Specifications

Tool to retrieve standardized LLM capabilities and pricing specifications. Use to get up-to-date information about models from various providers.

Get Proxy Countries

Tool to retrieve the list of available proxy countries for web scraping requests. Use when you need to know which countries are supported for proxy-based scraping.

Health Check

Tool to verify API availability and operational status. Use to check if the Parsera service is accessible before making other API calls.

List Agents

Tool to retrieve all available agents for the authenticated user. Use when you need to list agents that can be used for scraping tasks.

List Scrapers

Tool to list all templates and old scrapers for the authenticated user. Use when you need to retrieve available scraper configurations.

Parse Content (Enhanced)

Tool to extract structured data from raw HTML or text content using AI with advanced options. Use when you have content already loaded and need to extract specific fields with pagination or different extraction modes.

Remove Agent

Tool to delete an existing agent by name. Use when you need to remove a previously created agent from the Parsera platform.

Run Scraper Template

Tool to run a scraper template on a specified URL with optional proxy and cookies. Use when you need to execute a pre-defined scraper template to extract structured data from web pages.

Scrape With Agent

Tool to run a previously generated scraper agent on a specific URL to extract structured data. Use when you need to apply an existing scraper to a webpage.

See it run

One prompt, start to finish.

A real prompt, the Parsera tools it calls, and what comes back. This is the whole interface — describe the outcome, agents handle the rest.

❯

Run a real Parsera task end-to-end — plan it, execute across the API, and hand back a verified result.

parsera.create_scraper Tool to create a new empty scraper for your account. Returns a scraper_id that can be used

parsera.delete_scraper Tool to delete an existing scraper by its ID. Use when you need to remove a scraper that w

parsera.extract_data_from_webpage Tool to perform LLM-powered data extraction from a live webpage URL with specified attribu · verified

done

Done. Parsera responded across 3 calls, the verifier signed off, and the result is logged with every payload.

FAQ · Parsera

Questions, answered.

What teams ask before connecting Parsera.

01 What can I automate with Parsera on Definable?

Anything Parsera exposes through its API. Common ai web scraping workflows on Definable include automate repetitive tasks, sync data with the rest of your stack, trigger on real-world events. Personas can call any of the 13 Parsera tools directly, then chain the result into another integration without you writing code.

02 How does Parsera authentication work?

Parsera uses API_KEY on Definable. You connect once from the integrations page, scoped to the permissions you choose, and from then on any persona that has the integration enabled can act on your behalf. Tokens are encrypted at rest and rotated automatically.

03 Is the Parsera integration included in my Definable plan?

Yes — every Definable plan, including Starter, includes access to all 13 Parsera tools. You only need a separate Parsera subscription if Parsera itself charges per seat or per API call.

04 Is using Parsera through Definable secure?

Every call from a persona to Parsera is logged with the user, persona, prompt, and response. Tokens never leave Definable's secrets vault, scopes are configurable per persona, and you can revoke access at any time from the integration page.

05 How do I get started with Parsera on Definable?

Sign up for Definable, open the integrations page, find Parsera, and connect via OAuth or API key. You can immediately attach Parsera to any persona and start running workflows. The free Starter plan includes 5,000 credits/month.

06 What Parsera actions does Definable expose?

Definable exposes all 13 Parsera actions as callable tools — including `Create Scraper`, `Delete Scraper`, `Extract Data from Webpage`, plus 10 more. Each tool gets a typed parameter schema so personas know exactly how to call it.