Integrations·Web Scraping & Search
Scrapingbee + OpenClaw
Give your autonomous agents a live connection to Scrapingbee: managed, secure, and ready in minutes.
Scrapingbee is a web scraping API that handles browsers and proxy rotation for you. On Molted, your OpenClaw agents connect to Scrapingbee 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 Scrapingbee, autonomously and within the guardrails you set.
Available actions
5 ready-to-use Scrapingbee actions.
Your OpenClaw agents can call any of these Scrapingbee actions directly through Molted's managed MCP layer. No wrappers, no boilerplate.
SCRAPINGBEE_DATA_EXTRACTION
ScrapingBee Data Extraction
Tool to extract structured data from a webpage using css or xpath selectors. use scrapingbee's extract rules feature.
SCRAPINGBEE_HTML_FETCH
ScrapingBee HTML Fetch
Tool to fetch html or screenshot via scrapingbee html api. use when you need page markup or image after optional js rendering and resource controls.
SCRAPINGBEE_SCRAPING_BEE_PROXY_MODE
ScrapingBee Proxy Mode
Tool to fetch web content via scrapingbee's proxy mode. use when you need to route requests through scrapingbee proxies with optional js rendering and resource…
SCRAPINGBEE_STEALTH_PROXY
ScrapingBee Stealth Proxy
Tool to perform stealth scraping via scrapingbee's stealth proxy mode. use when you encounter anti-bot measures requiring undetectable requests.
SCRAPINGBEE_USAGE_STATS
ScrapingBee Usage Stats
Tool to retrieve usage statistics for your scrapingbee account. use when you need to monitor remaining credits and request count.
How the connection works
Connect once. The agent acts.
Scrapingbee 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 Scrapingbee when a task needs it.
02
You approve the connection
Authorize Scrapingbee once (API key). Credentials are encrypted at rest and scoped to what you allow.
03
The agent acts
It reads and writes to Scrapingbee autonomously, inside your guardrails, with full audit and revocable access.
FAQ
Scrapingbee on Molted, answered.
Q.01
Can OpenClaw agents use Scrapingbee on Molted?
Yes. Scrapingbee 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 Scrapingbee straight away, with no integration code to write or maintain.
Q.02
How do I connect Scrapingbee to my agent?
Scrapingbee 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 Scrapingbee?
Within the permissions you grant, an agent can search the web, extract data, and monitor sources. Scrapingbee lets your agent search the web and extract clean, structured data on demand.
Q.04
Is my Scrapingbee 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 Scrapingbee access at any time.
Q.05
Do I have to run any infrastructure to use Scrapingbee?
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 Scrapingbee is a configuration step, not an engineering project.
Q.06
Will the Scrapingbee connection stay live for an always-on agent?
Yes. Molted keeps Scrapingbee connections healthy for long-running agents, refreshing tokens and surfacing any re-auth, so autonomous workflows that depend on Scrapingbee keep running.
Ship agents that use Scrapingbee, not infrastructure.
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