Batch scrape multiple URLs
Tool to scrape multiple URLs in batch with concurrent processing. Use when you need to scrape multiple web pages efficiently with customizable formats and content filtering.
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Integrate Firecrawl
with your AI CRM
Firecrawl automates web crawling and data extraction, enabling organizations to gather content, index sites, and gain insights from online sources at scale
Explore Triggers and Actions
Cancel a batch scrape job
Tool to cancel a running batch scrape job using its unique identifier. Use when you need to terminate an in-progress batch scrape operation.
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Cancel a crawl job
Cancels an active or queued web crawl job using its ID; attempting to cancel completed, failed, or previously canceled jobs will not change their state.
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Cancel a crawl job
Tool to cancel a running crawl job by its ID. Use when you need to stop an active crawl operation. The API returns a status of 'cancelled' upon successful cancellation.
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Cancel an agent job
Tool to cancel an in-progress agent job by its ID. Use when you need to terminate an active agent operation. The API returns a success boolean upon cancellation.
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Extract structured data
Extracts structured data from web pages by initiating an extraction job and polling for completion; requires a natural language `prompt` or a JSON `schema` (one must be provided).
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Generate LLMs.txt for a website
Initiates an async job to generate an LLMs.txt file for a website, converting web content into LLM-friendly format. Returns a job ID to check status and retrieve results. Use when you need to create a standardized, machine-readable representation of website content for language models.
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Get agent job status
Tool to get the status and results of an agent job. Use when you need to check if an agent job has completed and retrieve the collected data. Agent jobs autonomously search, navigate, and extract data from the web.
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Get all active crawl jobs
Tool to retrieve all active crawl jobs for the authenticated team. Use when you need to see which crawl operations are currently running.
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Get batch scrape status
Retrieves the current status and results of a batch scrape job using the job ID. Use this to check batch scrape progress and retrieve scraped data.
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Get crawl job status
Tool to retrieve the status and results of a Firecrawl crawl job. Use when you need to check the progress or get data from an ongoing or completed crawl operation. Returns crawl status, progress metrics, credits used, and the crawled page data.
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Get deep research status
Retrieves the status and results of a deep research job by its ID. Use when you need to check the progress or retrieve the final analysis of a deep research operation.
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Get errors from a crawl job
Tool to retrieve errors from a Firecrawl crawl job. Use when you need to understand why certain pages failed to scrape or which URLs were blocked by robots.txt during a crawl operation.
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Get errors from batch scrape job
Tool to retrieve error details from a batch scrape job, including failed URLs and URLs blocked by robots.txt. Use when you need to debug or understand why certain pages failed to scrape in a batch operation.
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Get extract job status
Tool to retrieve the status and results of a previously submitted extract job. Use when you need to check the progress or get the final results of an extraction operation.
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Get historical team credit usage
Tool to retrieve historical team credit usage on a monthly basis. Use when you need to analyze credit consumption patterns over time, optionally segmented by API key.
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Get historical team token usage
Tool to retrieve historical team token usage on a monthly basis. Use when you need to analyze token consumption patterns over time, optionally segmented by API key.
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Get LLMs.txt generation job status
Tool to get the status and results of an LLMs.txt generation job. Use when you need to check if a job has completed and retrieve the generated content.
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Get team credit usage
Tool to get current team credit usage information. Use when you need to check remaining credits or billing period details.
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Get team queue status
Tool to retrieve metrics about the team's scrape queue. Use when you need to check queue status, job counts, or concurrency limits.
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Get team token usage
Tool to retrieve the current team's token usage and balance information for Firecrawl's Extract feature. Use when you need to check remaining token credits, plan allocation, or billing period details.
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Get the status of a crawl job
Retrieves the current status, progress, and details of a web crawl job, using the job ID obtained when the crawl was initiated.
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Map multiple URLs
Maps a website by discovering URLs from a starting base URL, with options to customize the crawl via search query, subdomain inclusion, sitemap handling, and result limits; search effectiveness is site-dependent.
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Perform deep research
Initiates an AI-powered deep research operation that autonomously explores the web to investigate any topic and synthesizes findings from multiple sources. Requires an active Firecrawl connection. The research process iteratively searches, analyzes, and synthesizes information across multiple web sources, providing comprehensive insights with source citations. Results include a final analysis, detailed activity timeline, and curated source list. Billing: 1 credit per URL analyzed. Control costs with the maxUrls parameter. Note: This API is in Alpha and being deprecated after June 30, 2025; prefer FIRECRAWL_SEARCH + FIRECRAWL_EXTRACT or COMPOSIO_SEARCH_WEB for durable workflows. Reserve this tool for cases requiring synthesized multi-source analysis — it is slower and more resource-intensive than FIRECRAWL_SEARCH.
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Preview crawl parameters
Preview crawl parameters before starting a crawl by generating optimal configuration from natural language instructions. Use this tool to understand what crawl settings will be applied based on your requirements before executing a full crawl operation. The endpoint intelligently interprets natural language prompts to configure crawl parameters like include/exclude paths, depth limits, and domain scope.
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Scrape URL
Scrapes a publicly accessible URL, optionally performing pre-scrape browser actions or extracting structured JSON using an LLM, to retrieve content in specified formats.
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Search
Performs a web search for a query, scrapes content from the top search results using Firecrawl, and returns details in specified formats.
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Start a web crawl
Initiates a Firecrawl web crawl from a given URL, applying various filtering and content extraction rules, and polls until the job is complete; ensure the URL is accessible and any regex patterns for paths are valid.
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Start a web crawl (v2) [NEW]
[NEW v2 API] Initiates a Firecrawl v2 web crawl with enhanced features over v1: natural language prompts for automatic crawler configuration, crawlEntireDomain for sibling/parent page discovery, better depth control with maxDiscoveryDepth, subdomain support, and full webhook configuration. Polls until crawl is complete.
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Start an agent job
Tool to start an agent job for agentic web extraction with multi-page navigation and interaction capabilities. Use when you need to autonomously gather data from the web with complex navigation requirements. The agent can search, navigate, and extract information across multiple pages based on your natural language prompt.
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How the Firecrawl integration works
The Firecrawl integration connects your Dench AI CRM directly to Firecrawl, so agents can read and act on your Firecrawl data as part of everyday work — answering questions in chat, keeping your CRM in sync, and running automations without anyone copying data between tools.
30 actions are available for agents to invoke on your behalf. Every call runs through Firecrawl's own authorization, scoped to the account you connect.
Set up Firecrawl in Dench
- 1
Sign in to your Dench workspace and open Integrations.
- 2
Find Firecrawl and click Connect — you'll authorize access through Firecrawl's own sign-in flow. No API keys or code required.
- 3
Ask an agent to use Firecrawl in chat, or call it from an automation.
- 4
Manage or disconnect the connection any time from workspace settings.
Frequently asked questions
How does the Firecrawl integration work with Dench?
The Dench Firecrawl integration connects your AI CRM to Firecrawl, so AI agents can work with your Firecrawl data as part of chats, automations, and CRM workflows. You connect your account once, and every agent in your workspace can use it — governed by your workspace permissions.
What actions can AI agents perform with Firecrawl via Dench?
The Firecrawl integration currently exposes 30 actions, including Batch scrape multiple URLs, Cancel a batch scrape job, Cancel a crawl job, Cancel a crawl job, Cancel an agent job, and Extract structured data. Agents invoke them on your behalf from chat or from automations.
Do I need to write code to connect Firecrawl to Dench?
No. You connect Firecrawl from your Dench workspace using Firecrawl's own sign-in and authorization flow — no API keys to copy, no glue code to maintain.
Is the Firecrawl integration secure?
Connections are authorized through Firecrawl's own authentication flow, and Dench stores only the authorization needed to act on your behalf. You can review and disconnect the Firecrawl connection from your workspace settings at any time.