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Firecrawl Search
by
ashwingupy
· GitHub ↗
· v1.0.0
25991
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 are comfortable sending search terms, target URLs, and retrieved page content to Firecrawl using your API key. Avoid submitting secrets, token-bearing links, internal-only systems, private documents, or regulated data unless your organization has approved that Firecrawl use.
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
Purpose & Capability
The stated purpose matches the artifacts: the scripts send user-provided search queries or URLs to Firecrawl endpoints for search, scrape, and crawl operations.
Instruction Scope
Commands are user-directed and the crawl operation has a default page limit, but users should understand that crawl/search/scrape inputs are processed by an external service and may consume Firecrawl quota.
Install Mechanism
No package installer or dependency installation is present; the scripts use Python standard libraries. The FIRECRAWL_API_KEY and API usage are documented, though formal permission metadata for env/network access is not present.
Credentials
Reading FIRECRAWL_API_KEY and making HTTPS requests to api.firecrawl.dev are proportionate to the skill's Firecrawl integration purpose.
Persistence & Privilege
The artifacts show no local persistence, background service, privilege escalation, credential-store access, broad local file indexing, or destructive local actions.
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 25991 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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