firecrawl-ninja

SkillWeb & browsing

Master orchestrator for 33 Firecrawl skills. Routes to the optimal specialized skill based on task context. Use for any web scraping, research, extraction, or Firecrawl-related task.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the firecrawl-ninja skill

What this skill tells your AI

The instructions your AI receives, as published by fabricioctelles/jump-skills in ninjas/firecrawl-ninja/SKILL.md and read by ahel’s review.

Jump Skill — Intelligent router for 33 specialized Firecrawl skills.

Purpose

This skill routes Firecrawl tasks to the most relevant specialized skill:

  1. Analyze the task context
  2. Route to the best matching skill
  3. Load full instructions on-demand
  4. Execute with specialized knowledge

Firecrawl Keyless (API V2)

As of V2, the Firecrawl API is keyless — no account, no signup, no API key required.

AspectDetail
Free endpoints/scrape, /search, /interact, /parse
Limit1,000 credits/month per developer (automatic, per IP)
RequirementsNone — zero config
When to use API keyHigher limits, additional endpoints, or unattended connections

Quick Start (no API key)

# Install CLI
npm install -g firecrawl

# Use directly — works without configuration
firecrawl scrape "https://example.com"
firecrawl search "my query"
firecrawl parse document.pdf

MCP (Model Context Protocol)

  • Keyless: https://mcp.firecrawl.dev/v2/mcp
  • With API key: https://mcp.firecrawl.dev/YOUR_API_KEY/v2/mcp

The keyless endpoint exposes only Search, Scrape, and Parse. Use an API key for the full tool surface.

Skill Catalog

Core

SkillPathDescription
firecrawl{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/core/firecrawl/Main entry point — search, scrape, and interact with the web.
firecrawl-agent{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/core/firecrawl-agent/Autonomous multi-page extraction into structured JSON.
firecrawl-crawl{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/core/firecrawl-crawl/Bulk-extract many pages from one site or section.
firecrawl-developer-index{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/core/firecrawl-developer-index/Search issues, PRs, READMEs, and documentation.
firecrawl-download{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/core/firecrawl-download/Save a site or section as local files.
firecrawl-interact{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/core/firecrawl-interact/Drive a live browser: click, fill forms, log in, paginate.
firecrawl-map{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/core/firecrawl-map/Discover and list a site's URLs with search filtering.
firecrawl-monitor{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/core/firecrawl-monitor/Alert on web changes via webhook or email.
firecrawl-parse{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/core/firecrawl-parse/Convert local files (PDF, DOCX, XLSX) to markdown.
firecrawl-research-index{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/core/firecrawl-research-index/Search Firecrawl's research paper index.
firecrawl-scrape{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/core/firecrawl-scrape/Extract a URL's content as clean markdown.
firecrawl-search{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/core/firecrawl-search/Web search with full page content.

Build

SkillPathDescription
firecrawl-build{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/build/firecrawl-build/Integrate Firecrawl into application code.
firecrawl-build-interact{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/build/firecrawl-build-interact/Integrate /interact for dynamic pages.
firecrawl-build-onboarding{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/build/firecrawl-build-onboarding/Get Firecrawl credentials and SDK setup.
firecrawl-build-scrape{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/build/firecrawl-build-scrape/Integrate /scrape for single-page extraction.
firecrawl-build-search{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/build/firecrawl-build-search/Integrate /search into product code.

Workflows

SkillPathDescription
firecrawl-company-directories{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/workflows/firecrawl-company-directories/Extract company lists from directories.
firecrawl-competitive-intel{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/workflows/firecrawl-competitive-intel/Monitor competitor pricing and changes.
firecrawl-dashboard-reporting{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/workflows/firecrawl-dashboard-reporting/Pull metrics from analytics dashboards.
firecrawl-deep-research{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/workflows/firecrawl-deep-research/Produce intensive, cited analytical reports.
firecrawl-demo-walkthrough{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/workflows/firecrawl-demo-walkthrough/Walk through product flows with browser.
firecrawl-knowledge-base{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/workflows/firecrawl-knowledge-base/Build knowledge base from web content.
firecrawl-knowledge-ingest{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/workflows/firecrawl-knowledge-ingest/Ingest docs portals with browser.
firecrawl-lead-gen{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/workflows/firecrawl-lead-gen/Generate lead lists from directories.
firecrawl-lead-research{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/workflows/firecrawl-lead-research/Produce pre-meeting intelligence briefs.
firecrawl-market-research{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/workflows/firecrawl-market-research/Extract market and financial metrics.
firecrawl-qa{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/workflows/firecrawl-qa/QA test websites with browser evidence.
firecrawl-research-papers{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/workflows/firecrawl-research-papers/Find and synthesize research papers.
firecrawl-seo-audit{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/workflows/firecrawl-seo-audit/Audit website SEO.
firecrawl-shop{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/workflows/firecrawl-shop/Research products and produce recommendations.
firecrawl-website-design-clone{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/workflows/firecrawl-website-design-clone/Extract design system into DESIGN.md.
firecrawl-workflows{{JUMP_SKILLS_DIR}}/repos/firecrawl-ninja/skills/skills/workflows/firecrawl-workflows/Run outcome-focused workflow deliverables.

Routing Logic

When a task arrives:

  1. Parse the task — Identify keywords, services, and intent
  2. Match skill — Find the most specific skill for the task
  3. Load SKILL.md — Read the full instructions from the path above
  4. Execute — Follow the skill's procedures

Execution Pattern

1. Announce: "Routing to [skill-name]..."
2. Load: Read the SKILL.md from the path in the catalog
3. Execute: Follow the skill's instructions
4. Cite: Reference the skill in the response

Quick Reference

TaskRoute To
Search the webfirecrawl-search
Scrape a URLfirecrawl-scrape
Scrape multiple pages from a sitefirecrawl-crawl
Find URLs on a sitefirecrawl-map
Click/login/paginatefirecrawl-interact
Parse local PDF/DOCXfirecrawl-parse
Monitor for changesfirecrawl-monitor
Deep research reportfirecrawl-deep-research
SEO auditfirecrawl-seo-audit
Lead generationfirecrawl-lead-gen
Integrate into app codefirecrawl-build-*

Jump Skill maintained at github.com/fabricioctelles/jump-skills

Signals

GitHub stars
29
Forks
2
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
firecrawl-ninja
Source
github.com/fabricioctelles/jump-skills