Parsera
for LuumenAI
Pull structured data off any page, and run your saved Parsera scrapers
Parsera turns web pages into structured records. Point Luumen at a URL and it extracts the fields you name, or converts the page to markdown for a quick read. It can also list the scrapers and agents already on your account and run them. Creating a scraper or queuing an async run is a previewed step you approve first.
The Parsera toolbox
14 tools: 10 read, 4 write. Reads answer instantly. Writes require approval by default. Everything is logged.
- ReadExtract Data from WebpagePerform LLM-powered data extraction from a live webpage URL with specified attributes.
- ReadExtract MarkdownExtract markdown from exactly one uploaded file or webpage URL.
- ReadGet Scraper Run StatusReturn the current state and available results for an asynchronous scraper run created by PARSERA_RUN_SCRAPER_ASYNC.
- ReadList AgentsRetrieve all available agents for the authenticated user.
- ReadList LLM SpecificationsList the LLM models Parsera supports, including their capabilities and pricing metadata.
- ReadList Proxy CountriesList the case-sensitive proxy-country identifiers accepted by Parsera scraping tools.
- ReadList ScrapersList all templates and old scrapers for the authenticated user.
- ReadParse ContentExtract structured data from supplied HTML or text without fetching a webpage.
- ReadRun Legacy AgentRun a custom or pre-built agent from Parsera's legacy agent service against one webpage and return structured records.
- ReadRun Scraper SynchronouslyRun an existing Parsera template or legacy scraper synchronously.
- WriteCreate ScraperCreate a new empty scraper for your account. Approval by default
- WriteDelete AgentDelete an existing legacy Parsera agent by name. Approval by default
- WriteDelete ScraperDelete an existing scraper created by PARSERA_CREATE_SCRAPER. Approval by default
- WriteRun Scraper AsynchronouslyQueue an existing extractor or agentic scraper and return a run ID immediately for later status checks. Approval by default
One prompt, start to finish
What a governed Parsera run looks like inside Luumen.
Questions
Authorize once with API token. Luumen lists the scopes each action needs before you approve the connection, and credentials never appear in the chat.
Read actions answer immediately. Anything that writes — create scraper, delete agent, delete scraper, run scraper asynchronously — is shown as a plan and requires approval by default, including the 2 actions classified as destructive. Administrators configure that per tool, so you decide exactly which actions can ever run unattended.
You decide. Actions are granted per agent, skill, and team, and per environment — production is not staging. Read access can be broad while writes stay narrow.
Every call to Parsera — read or write, approved or declined — is recorded with the actor, the input, and the result, and can be linked to the ticket or change record.
Often connected alongside
All integrations
PostgreSQLQuery PostgreSQL state safely; maintenance held for approval.
MySQLQuery MySQL state safely; maintenance held for approval.
Microsoft SQL ServerQuery Microsoft SQL Server state safely; maintenance held for approval.Oracle DatabaseQuery Oracle Database state safely; maintenance held for approval.Put Parsera to work with Luumen
Connect in minutes. Every action scoped, approved, and audited from day one.