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Firecrawl Search
by
ashwingupy
· GitHub ↗
· v1.0.0
22095
Downloads
51
Stars
167
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, URLs, and retrieved page content to Firecrawl under your API key. Avoid internal, private, token-bearing, or regulated URLs, and monitor Firecrawl quota or billing when using crawl commands.
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 skill searches, scrapes, and crawls through Firecrawl, using user-supplied queries or URLs.
Instruction Scope
Commands are user-directed and the crawl script has a configurable page limit, but users should understand that crawls can consume Firecrawl quota and interact with external sites.
Install Mechanism
There is no package install mechanism and the scripts use Python standard libraries; however, metadata does not formally declare the FIRECRAWL_API_KEY or network requirement even though SKILL.md documents it.
Credentials
Environment and network access are proportionate: the scripts read FIRECRAWL_API_KEY and send requests to api.firecrawl.dev with user-provided search terms or URLs.
Persistence & Privilege
No local persistence, background service, privilege escalation, credential-store access, or unrelated file access is shown; crawl jobs are remote Firecrawl jobs started by explicit command use.
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 22095 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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