Web
firecrawl-build-scrape - Claude MCP Skill
Integrate Firecrawl `/scrape` into product code for single-page extraction. Use when an app already has a URL and needs markdown, HTML, links, screenshots, metadata, or structured page output. Prefer this skill over broader crawl patterns when the feature is page-level.
SEO Guide: Enhance your AI agent with the firecrawl-build-scrape tool. This Model Context Protocol (MCP) server allows Claude Desktop and other LLMs to integrate firecrawl `/scrape` into product code for single-page extraction. use when an app already ... Download and configure this skill to unlock new capabilities for your AI workflow.
Documentation
SKILL.md# Firecrawl Build Scrape Use this when the application already has the URL and needs content from one page. ## Use This When - the feature starts from a known URL - you need page content for retrieval, summarization, enrichment, or monitoring - you want the default extraction primitive before considering `/interact` ## Default Recommendations - Return `markdown` unless the feature truly needs another format. - Use `onlyMainContent` for article-like pages where nav and chrome add noise. - Add waits or other rendering options only when the page needs them. ## Freshness and Liveness - Firecrawl reuses recently indexed content, which is what makes repeat reads of the same URL fast. Set `maxAge` (milliseconds) to bound how old a reused copy may be, or `maxAge: 0` to skip index reuse for a freshness-critical read. - Read `metadata.cacheState` and `metadata.cachedAt` to see what you actually got. - A successful scrape reports what the page returned. Whether the thing the page describes is still active is a source-specific judgment your code makes. - See [references/freshness-and-liveness.md](references/freshness-and-liveness.md) for the tradeoff, the metadata, and the decision rule. ## Common Product Patterns - knowledge ingestion from known URLs - enrichment from a company, product, or docs page - pricing, changelog, and documentation extraction - page-level quality checks or monitoring ## Escalation Rules - If you do not have the URL yet, start with [firecrawl-build-search](../firecrawl-build-search/SKILL.md). - If content requires clicks, typing, or multi-step navigation, escalate to [firecrawl-build-interact](../firecrawl-build-interact/SKILL.md). ## Implementation Notes - Keep the integration narrow: one feature, one URL, one extraction contract. - Treat `/scrape` as the default primitive for downstream LLM or indexing pipelines. - Request richer formats only when the consumer needs them, such as links, screenshots, or branding data. ## Docs (Source of Truth) Read the source-of-truth page for your project language before writing integration code: - **Node / TypeScript**: [docs.firecrawl.dev/agent-source-of-truth/node](https://docs.firecrawl.dev/agent-source-of-truth/node) - **Python**: [docs.firecrawl.dev/agent-source-of-truth/python](https://docs.firecrawl.dev/agent-source-of-truth/python) - **Rust**: [docs.firecrawl.dev/agent-source-of-truth/rust](https://docs.firecrawl.dev/agent-source-of-truth/rust) - **Java**: [docs.firecrawl.dev/agent-source-of-truth/java](https://docs.firecrawl.dev/agent-source-of-truth/java) - **Elixir**: [docs.firecrawl.dev/agent-source-of-truth/elixir](https://docs.firecrawl.dev/agent-source-of-truth/elixir) - **cURL / REST**: [docs.firecrawl.dev/agent-source-of-truth/curl](https://docs.firecrawl.dev/agent-source-of-truth/curl) ## See Also - [firecrawl-build](../firecrawl-build/SKILL.md) - [firecrawl-build-search](../firecrawl-build-search/SKILL.md) - [firecrawl-build-interact](../firecrawl-build-interact/SKILL.md)
Signals
Information
- Repository
- firecrawl/firecrawl
- Author
- firecrawl
- Last Sync
- 9/2/2026
- Repo Updated
- 9/2/2026
- Created
- 8/22/2026
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Agents — Working Implementations
firecrawl-build-search
Integrate Firecrawl `/search` into product code and agent workflows. Use when an app needs discovery before extraction, when the feature starts with a query instead of a URL, or when the system should search the web and optionally hydrate result content.
firecrawl-build-onboarding
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 the user wants to authenticate Firecrawl for app code, or when choosing the first SDK and docs for a new Firecrawl integration. This skill includes its own browser auth flow, so it does not depend on the website onboarding skill.
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