How do I install the Firecrawl Scraper skill?

Run npx skillmds@latest add techwavedev/firecrawl-scraper in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Firecrawl Scraper safe to use?

This skill has not completed SkillMD's automated safety review yet. Capability flags: makes network calls. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Firecrawl Scraper?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Firecrawl Scraper free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Firecrawl Scraper?

techwavedev (@techwavedev) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Firecrawl Scraper by techwavedev — Agent Skill

Name: Firecrawl Scraper
Rating: 4.666666666666667 (3 reviews)
Author: techwavedev

Firecrawl Scraper

Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API. Use when you need deep content extraction from web pages, page interaction is required (clicking, scrolling, etc.), or you want screenshots or PDF parsing.

techwavedev Updated Sep 10, 2026

File contents

firecrawl-scraper

Overview

Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API

When to Use

When you need deep content extraction from web pages
When page interaction is required (clicking, scrolling, etc.)
When you want screenshots or PDF parsing
When batch scraping multiple URLs

Installation

npx skills add -g BenedictKing/firecrawl-scraper

Step-by-Step Guide

Install the skill using the command above
Configure Firecrawl API key
Use naturally in Claude Code conversations

Examples

See GitHub Repository for examples.

Best Practices

Configure API keys via environment variables

Troubleshooting

See the GitHub repository for troubleshooting guides.

Related Skills

context7-auto-research, tavily-web, exa-search, codex-review

AGI Framework Integration

Adapted for @techwavedev/agi-agent-kit Original source: antigravity-awesome-skills

Memory-First Protocol

Cache data schemas, transformation rules, and query patterns. BM25 excels at finding specific column names, table references, and SQL patterns.

# Check for prior data engineering context before starting
python3 execution/memory_manager.py auto --query "data processing patterns and pipeline configurations for Firecrawl Scraper"

Storing Results

After completing work, store data engineering decisions for future sessions:

python3 execution/memory_manager.py store \
  --content "Data pipeline: ETL from PostgreSQL to Qdrant, 50K records/batch, incremental sync via updated_at" \
  --type technical --project <project> \
  --tags firecrawl-scraper data

Multi-Agent Collaboration

Share data schema changes with backend and frontend agents so they update their models accordingly.

python3 execution/cross_agent_context.py store \
  --agent "<your-agent>" \
  --action "Data pipeline implemented — ETL processing with validation, deduplication, and error recovery" \
  --project <project>

---name: firecrawl-scraperdescription: Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API. Use when you need deep content extraction from web pages, page interaction is required (clicking, scrolling, etc.), or you want screenshots or PDF parsing.---# firecrawl-scraper## OverviewDeep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API## When to Use- When you need deep content extraction from web pages- When page interaction is required (clicking, scrolling, etc.)- When you want screenshots or PDF parsing- When batch scraping multiple URLs## Installation```bashnpx skills add -g BenedictKing/firecrawl-scraper```## Step-by-Step Guide1. Install the skill using the command above2. Configure Firecrawl API key3. Use naturally in Claude Code conversations## ExamplesSee [GitHub Repository](https://github.com/BenedictKing/firecrawl-scraper) for examples.## Best Practices- Configure API keys via environment variables## TroubleshootingSee the GitHub repository for troubleshooting guides.## Related Skills- context7-auto-research, tavily-web, exa-search, codex-review---## AGI Framework Integration> **Adapted for [@techwavedev/agi-agent-kit](https://www.npmjs.com/package/@techwavedev/agi-agent-kit)**> Original source: [antigravity-awesome-skills](https://github.com/sickn33/antigravity-awesome-skills)### Memory-First ProtocolCache data schemas, transformation rules, and query patterns. BM25 excels at finding specific column names, table references, and SQL patterns.```bash# Check for prior data engineering context before startingpython3 execution/memory_manager.py auto --query "data processing patterns and pipeline configurations for Firecrawl Scraper"```### Storing ResultsAfter completing work, store data engineering decisions for future sessions:```bashpython3 execution/memory_manager.py store \ --content "Data pipeline: ETL from PostgreSQL to Qdrant, 50K records/batch, incremental sync via updated_at" \ --type technical --project <project> \ --tags firecrawl-scraper data```### Multi-Agent CollaborationShare data schema changes with backend and frontend agents so they update their models accordingly.```bashpython3 execution/cross_agent_context.py store \ --agent "<your-agent>" \ --action "Data pipeline implemented — ETL processing with validation, deduplication, and error recovery" \ --project <project>```

Frequently asked questions