@firecrawl

firecrawl-build-scrape integrates the /scrape endpoint for extracting single-page content (markdown, html, links) from known urls. covers common patterns like knowledge ingestion and pricing extraction with clear escalation rules to related skills.

firecrawl-research-index locates research papers answering queries via semantic search, structural graph traversal, and intent-driven ranking across citation networks and reference sets.

firecrawl-dashboard-reporting extracts metrics from web dashboards using browser automation, handling authenticated access and multi-dashboard parallel collection with structured json output and audit trails.

firecrawl-deep-research orchestrates multi-angle web scraping and synthesis to produce sourced research reports. it scales from quick 3-5 query sweeps to exhaustive multi-source investigations with parallel angle workers, then assembles findings into structured markdown with explicit source citations and uncertainty flagging.

firecrawl-competitive-intel monitors competitor pricing, features, and product changes over time using firecrawl scraping. it structures findings into alerts, per-competitor breakdowns, and cross-competitor matrices with source attribution for diffing.

firecrawl-company-directories extracts structured company lists from web directories using browser automation or static scraping, with flexible field capture and json/csv export, though lacks explicit failure handling.

firecrawl-knowledge-ingest crawls documentation portals using browser automation, handling authentication and pagination. it extracts markdown content and metadata but lacks concrete procedural detail and error handling guidance.

firecrawl-market-research extracts financial and industry data via web scraping and search, producing structured market overviews with company profiles and trend analysis. limited guidance on failure modes and source reliability.

firecrawl-parse converts local documents (pdf, docx, xlsx, html, etc) to markdown with optional ai summarization and qa. outputs to disk to avoid context bloat.

firecrawl-research-papers orchestrates literature review assembly by inferring topic constraints from context, searching paper corpora via firecrawl research tools, expanding via related-paper graphs, and synthesizing findings into a sourced markdown report with themes, debates, and emerging trends.

firecrawl-monitor detects website content changes and delivers notifications via webhook or email, with per-field diffs and change classification (same, new, changed, removed, error).

firecrawl-lead-research gathers company and person intelligence via firecrawl search and scrape to produce pre-meeting briefs. requires manual interpretation of outputs and lacks procedural rigor.

firecrawl-lead-gen automates prospect extraction from web directories and databases using firecrawl's browser tool, with role, industry, and company filters. scope and field coverage remain incomplete in provided docs.

firecrawl-website-design-clone extracts a website's visual design system into a markdown file ready for agent consumption. it combines firecrawl scraping with structured synthesis of colors, fonts, spacing, and components.

firecrawl-build-crawl covers bulk page extraction across site sections using the /crawl endpoint, with guidance on scope constraints and when to prefer /scrape or /map instead.

firecrawl-browser provides browser interaction capabilities for scraping javascript-heavy pages and handling multi-step workflows, but the documentation cuts off mid-quickstart without completing procedural steps.

firecrawl-instruct enables browser-based interaction with scraped pages via natural language commands, targeting javascript-dependent content and multi-step workflows. incomplete procedural documentation limits practical utility.

Walk through a product's key flows with Firecrawl browser and produce a structured UX/product walkthrough. Use for signup, onboarding, pricing, docs,…

QA test a live website with Firecrawl browser and scrape evidence. Use when the user wants exploratory QA, form testing, navigation/link checks, responsive…

Run outcome-focused Firecrawl workflows that produce deliverables such as research reports, SEO audits, QA reports, lead lists, knowledge bases, website design…

Research products across the web with Firecrawl and produce a shopping recommendation or cart-ready summary. Use when the user wants to compare products, find…

Audit a website's SEO with Firecrawl. Use when the user asks for an SEO audit, metadata and heading review, sitemap/site-structure analysis, keyword…

Build a knowledge base from web content with Firecrawl. Use for local reference docs, RAG-ready chunks, fine-tuning datasets, documentation mirrors, topic…

Get Firecrawl credentials and SDK setup into a project. Use when an application needs `FIRECRAWL_API_KEY`, when an agent should add Firecrawl to `.env`, when…

Integrate Firecrawl `/interact` into product code for dynamic pages and browser actions after scraping. Use when a feature needs clicks, form fills,…

Integrate Firecrawl `/search` into product code and agent workflows. Use when an app needs discovery before extraction, when the feature starts with a query…

Control and interact with a live browser session on any scraped page — click buttons, fill forms, navigate flows, and extract data using natural language…

Download an entire website as local files — markdown, screenshots, or multiple formats per page. Use this skill when the user wants to save a site locally,…

Discover and list all URLs on a website, with optional search filtering. Use this skill when the user wants to find a specific page on a large site, list all…

AI-powered autonomous data extraction that navigates complex sites and returns structured JSON. Use this skill when the user wants structured data from…

Bulk extract content from an entire website or site section. Use this skill when the user wants to crawl a site, extract all pages from a docs section,…

Web search with full page content extraction. Use this skill whenever the user asks to search the web, find articles, research a topic, look something up, find…

Extract clean markdown from any URL, including JavaScript-rendered SPAs. Use this skill whenever the user provides a URL and wants its content, says "scrape",…

Search, scrape, and interact with the web via the Firecrawl CLI. Use this skill whenever the user wants to search the web, find articles, research a topic,…

Integrate Firecrawl `/map` into product code for URL discovery on a known site. Use when a feature needs to find pages before scraping or crawling, especially…