Data & AI
firecrawl-build-search - Claude MCP Skill
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.
SEO Guide: Enhance your AI agent with the firecrawl-build-search tool. This Model Context Protocol (MCP) server allows Claude Desktop and other LLMs to integrate firecrawl `/search` into product code and agent workflows. use when an app needs discovery... Download and configure this skill to unlock new capabilities for your AI workflow.
Documentation
SKILL.md# Firecrawl Build Search Use this when the application starts with a query, not a URL. ## Use This When - the user asks a question and the product must discover sources first - the feature needs current web results - you want to turn a search query into a shortlist of pages for later scraping ## Default Recommendations - Use `/search` first when URL discovery is part of the product behavior. - Keep search and extraction conceptually separate unless scraping search results is clearly required. - Prefer selective follow-up extraction over broad hydration when cost or latency matters. ## Common Product Patterns - answer generation with cited sources - company, competitor, or topic discovery - research workflows that produce a shortlist of **web pages** before deeper extraction - query-to-URL pipelines for later `/scrape` or `/interact` Note that "research workflow" here means discovering web pages. If the product is searching **published papers**, that is a different surface — see the escalation rules below. ## Escalation Rules - If you already have the URL, use [firecrawl-build-scrape](../firecrawl-build-scrape/SKILL.md). - If the result page then requires clicks or form interaction, escalate to [firecrawl-build-interact](../firecrawl-build-interact/SKILL.md). - If the feature searches **published research papers** — biomedical, clinical, and life-science literature (PubMed, bioRxiv, medRxiv) or arXiv preprints — `/search` is the wrong surface. Use the research paper index instead: [firecrawl-research-index](../firecrawl-research-index/SKILL.md). Passing `categories: ["research"]` to `/search` does **not** query that index; it filters an ordinary web search to research-affiliated websites (the list includes PubMed, bioRxiv, medRxiv, arXiv, and publisher sites) and returns page results from them — no abstract search, related-paper expansion, or full-text passages. - If the feature answers developer questions from issues, pull requests, READMEs, or documentation pages, use the developer index instead: [firecrawl-developer-index](../firecrawl-developer-index/SKILL.md). The same caveat applies to `categories: ["developer"]`. ## Implementation Notes - Treat `/search` as discovery, ranking, and source selection. - Be explicit about whether the product needs snippets, URLs, or full result content. - Keep the query contract stable so downstream scraping logic stays predictable. ## 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-scrape](../firecrawl-build-scrape/SKILL.md) - [firecrawl-build-interact](../firecrawl-build-interact/SKILL.md) - [firecrawl-research-index](../firecrawl-research-index/SKILL.md) - [firecrawl-developer-index](../firecrawl-developer-index/SKILL.md)
Signals
Information
- Repository
- firecrawl/firecrawl
- Author
- firecrawl
- Last Sync
- 11/2/2026
- Repo Updated
- 11/2/2026
- Created
- 8/22/2026
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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 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.
firecrawl-build
Integrate Firecrawl into application code whenever a product, agent, or workflow needs web data inside the app — web search, live search results, page scraping, structured extraction, or browser interaction. Use when building any feature that needs data from the web in code, even if the user does not mention Firecrawl explicitly and only describes wanting web data, website content, search, scraping, or interaction in an application. Trigger for Firecrawl requests, "fire girl" shorthand, and generic app-level web-data needs that should map to `/scrape`, `/search`, or `/interact`. Do not use this skill for one-off terminal-only web tasks during the current session; use `firecrawl/cli` for those.
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