Integrations·Web Scraping & Search
Firecrawl + OpenClaw
Give your autonomous agents a live connection to Firecrawl: managed, secure, and ready in minutes.
Firecrawl automates large-scale web crawling and data extraction. On Molted, your OpenClaw agents connect to Firecrawl through the managed MCP integration layer, with no glue code, no servers to run, and no credentials baked into containers. The agent can search the web, extract data, and monitor sources for Firecrawl, autonomously and within the guardrails you set.
Available actions
7 ready-to-use Firecrawl actions.
Your OpenClaw agents can call any of these Firecrawl actions directly through Molted's managed MCP layer. No wrappers, no boilerplate.
FIRECRAWL_CANCEL_A_CRAWL_JOB
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.
FIRECRAWL_CRAWL
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…
FIRECRAWL_EXTRACT
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`…
FIRECRAWL_GET_THE_STATUS_OF_A_CRAWL_JOB
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.
FIRECRAWL_MAP_MULTIPLE_URLS_BASED_ON_OPTIONS
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…
FIRECRAWL_SCRAPE
Scrape URL
Scrapes a publicly accessible url, optionally performing pre-scrape browser actions or extracting structured json using an llm, to retrieve content in…
FIRECRAWL_SEARCH
Search
Performs a web search for a query, scrapes content from the top search results using firecrawl, and returns details in specified formats.
How the connection works
Connect once. The agent acts.
Firecrawl connects with an API key you provide once; it is encrypted at rest and never shipped inside the agent's pod. Everything runs through Molted's managed MCP layer, so there is no integration code to write and nothing to keep running.
01
The agent requests access
Your OpenClaw agent asks for Firecrawl when a task needs it.
02
You approve the connection
Authorize Firecrawl once (API key). Credentials are encrypted at rest and scoped to what you allow.
03
The agent acts
It reads and writes to Firecrawl autonomously, inside your guardrails, with full audit and revocable access.
FAQ
Firecrawl on Molted, answered.
Q.01
Can OpenClaw agents use Firecrawl on Molted?
Yes. Firecrawl is one of 1,000+ apps available through Molted's managed MCP integration layer. Your agent requests access, you approve the connection, and it can act on Firecrawl straight away, with no integration code to write or maintain.
Q.02
How do I connect Firecrawl to my agent?
Firecrawl connects with an API key you provide once; it is encrypted at rest and never shipped inside the agent's pod.
Q.03
What can an agent actually do with Firecrawl?
Within the permissions you grant, an agent can search the web, extract data, and monitor sources. With Firecrawl, your agent can monitor pages and sources and act when something changes.
Q.04
Is my Firecrawl data and credentials secure?
Yes. Molted never bakes credentials into the agent's pod: every connection is brokered through the managed integration layer, secrets are encrypted at rest, and access stays scoped to what you approve. You can revoke Firecrawl access at any time.
Q.05
Do I have to run any infrastructure to use Firecrawl?
No. Molted is the managed operating environment for autonomous agents: compute, the MCP layer, browser automation and self-healing are all handled for you. Connecting Firecrawl is a configuration step, not an engineering project.
Q.06
Does the Firecrawl integration cost extra on Molted?
No. Firecrawl is part of Molted's managed MCP integration layer at no extra per-app fee. You pay for agent compute and your plan; connecting Firecrawl and the other 1,000+ apps is included.
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