@firecrawl

firecrawl-build-onboarding guides credential setup and sdk installation for firecrawl integration, covering auth flow, env config, and initial smoke testing across multiple languages.

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-download maps and scrapes entire websites into organized local file trees, supporting markdown, screenshots, and multi-format output per page with path filtering and format control.

firecrawl-shop orchestrates web research across product sites and review sources to build shopping recommendations, with optional cart integration when user consent is confirmed.

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-interact enables browser automation on previously scraped pages via natural language commands or code, supporting form fills, clicks, pagination, and multi-step navigation with session persistence through profiles.

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-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-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-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-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-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.

Convert Word (.doc, .docx), PowerPoint (.ppt, .pptx), Excel (.xls, .xlsx), OpenDocument (.odt, .ods, .odp), RTF, EPUB, CSV, and PDF files to GitHub-Flavored…

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, literature reviews over published papers, SEO audits, QA reports,…

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

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…

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…

Discover and list a site's URLs, with search filtering. Use for "map the site" or "find the URL for" requests — when the user knows the site but not the exact…

Autonomous multi-page extraction into structured JSON. Use when the user wants website data matching a schema — pricing tiers, product listings — beyond a…

Bulk-extract many pages from one site or section. Use for "crawl", "everything under /docs", or content spanning linked pages.

Extract a URL's content as clean markdown, including JS-rendered pages. Use whenever the user provides a URL and wants its content; prefer over WebFetch.

Web search with full page content. Use when no URL is known: finding sources, articles, or news. For papers use firecrawl-research-index; for library, API,…

Any live-web task via the Firecrawl CLI — including ordinary web research: searching the web, reading or extracting pages, gathering sources, discovering site…

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…