Team
Shared credential for production and unattended runs.
Connect Parsera with Hookshot™ and your stack
Parsera is a lightweight Python library for scraping websites using large language models (LLMs).
Tools and triggers
What Agents can do in Parsera
Available tools and events after Parsera is connected.
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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.
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Delete Agent
Delete an existing legacy Parsera agent by name.
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Delete Scraper
Delete an existing scraper created by PARSERA_CREATE_SCRAPER.
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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.
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Extract Markdown
Extract markdown from exactly one uploaded file or webpage URL.
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Get Scraper Run Status
Return the current state and available results for an asynchronous scraper run created by PARSERA_RUN_SCRAPER_ASYNC.
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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.
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List LLM Specifications
List the LLM models Parsera supports, including their capabilities and pricing metadata.
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List Proxy Countries
List the case-sensitive proxy-country identifiers accepted by Parsera scraping tools.
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List Scrapers
Tool to list all templates and old scrapers for the authenticated user. Use when you need to retrieve available scraper configurations.
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Parse Content
Extract structured data from supplied HTML or text without fetching a webpage.
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Run Legacy Agent
Run a custom or pre-built agent from Parsera's legacy agent service against one webpage and return structured records. Prefix pre-built agent names with public/.
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Run Scraper Asynchronously
Queue an existing extractor or agentic scraper and return a run ID immediately for later status checks. Use PARSERA_LIST_SCRAPERS to find a template ID and PARSERA_GET_SCRAPER_RUN_STATUS to retrieve results.
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Run Scraper Synchronously
Run an existing Parsera template or legacy scraper synchronously. Returns extracted records when complete, or a run ID to poll when Parsera continues a long request asynchronously. Use PARSERA_RUN_SCRAPER_ASYNC to…
Setup
Connect Parsera in Hookshot™
Pick a scope, then confirm what can start a Protege and what it can do.
Trigger Access
What can start a Protege from this app.
Tool Access
What a Protege can do after it starts.
Connection scope
Prefer team for production.
Personal
Tied to one user—only when the workflow needs their account.
Chat
Team-scoped for supported chat surfaces.
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See Hookshot™ in your stack.
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