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Firecrawl Search
by
ashwingupy
· GitHub ↗
· v1.0.0
26498
Downloads
52
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install firecrawl-search
Description
Web search and scraping via Firecrawl API. Use when you need to search the web, scrape websites (including JS-heavy pages), crawl entire sites, or extract structured data from web pages. Requires FIRECRAWL_API_KEY environment variable.
Usage Guidance
Install only if you intend to use Firecrawl as an external web search/scraping service. Do not submit secret-bearing URLs, internal-only links, authenticated pages, customer data, or regulated content unless your organization approves sharing that information with Firecrawl. Keep the API key out of source control and rotate it if exposed.
Capability Analysis
Type: OpenClaw Skill
Name: firecrawl-search
Version: 1.0.0
The skill bundle provides Python scripts to interact with the Firecrawl API for web search, scraping, and crawling. It requires the `FIRECRAWL_API_KEY` environment variable, which is securely read and used in API calls to `https://api.firecrawl.dev`. All network communication is directed to the legitimate Firecrawl API endpoint, and there is no evidence of data exfiltration to unauthorized destinations, malicious execution, persistence mechanisms, or prompt injection attempts against the AI agent in `SKILL.md`. The code and documentation are aligned with the stated purpose.
Capability Assessment
Credentials
Outbound network access and an API key are proportionate for a Firecrawl API client, but users should understand that queries and target URLs go to an external third-party service.
Install Mechanism
No installer, dependency installation, shell bootstrap, or package mutation was present; setup only asks the user to provide FIRECRAWL_API_KEY in the environment or a .env file.
Instruction Scope
Instructions are limited to setup and example commands; they do not contain prompt hijacking, persistence instructions, or unsafe automatic execution, though they do not add runtime confirmation for sensitive URLs or queries.
Persistence & Privilege
No background workers, scheduled tasks, memory writes, privilege escalation, local credential-store access, or file-writing behavior was found in the artifact.
Purpose & Capability
The stated purpose is web search, scraping, and crawling via the Firecrawl API, and the inspected scripts call Firecrawl search, scrape, crawl, and crawl-status endpoints for that purpose.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install firecrawl-search - After installation, invoke the skill by name or use
/firecrawl-search - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Web search and scraping via Firecrawl API
Metadata
Frequently Asked Questions
What is Firecrawl Search?
Web search and scraping via Firecrawl API. Use when you need to search the web, scrape websites (including JS-heavy pages), crawl entire sites, or extract structured data from web pages. Requires FIRECRAWL_API_KEY environment variable. It is an AI Agent Skill for Claude Code / OpenClaw, with 26498 downloads so far.
How do I install Firecrawl Search?
Run "/install firecrawl-search" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Firecrawl Search free?
Yes, Firecrawl Search is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Firecrawl Search support?
Firecrawl Search is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Firecrawl Search?
It is built and maintained by ashwingupy (@ashwingupy); the current version is v1.0.0.
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