@firecrawl

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-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-competitive-intel monitors competitor pricing, features, and changelogs via web scraping on user-defined cadence. sets up collection plans across public product pages and authenticated resources with conditional access checks.

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…

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…

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

Extract structured company lists from directories with Firecrawl. Use for scraping YC, Crunchbase, Product Hunt, G2, startup directories, category directories,…

Pull metrics from analytics dashboards and internal web tools with Firecrawl browser. Use when the user needs dashboard reporting, cross-platform metric…

Extract market, financial, earnings, industry, and company metrics with Firecrawl. Use when the user asks for market research, industry trends, public company…

firecrawl-deep-research — an installable skill for AI agents, published by firecrawl/firecrawl-workflows.

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

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…

firecrawl-research-papers — an installable skill for AI agents, published by firecrawl/firecrawl-workflows.

Extract any website's design system into an agent-ready DESIGN.md using Firecrawl scrape evidence. Use when the user wants colors, fonts, spacing, components,…

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

Integrate Firecrawl `/scrape` into product code for single-page extraction. Use when an app already has a URL and needs markdown, HTML, links, screenshots,…

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

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firecrawl-scrape — an installable skill for AI agents, published by firecrawl/cli.

firecrawl — an installable skill for AI agents, published by firecrawl/cli.

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…

Integrate Firecrawl `/crawl` into product code for bulk extraction across a site or site section. Use when a feature needs many related pages, such as…