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
- 9/2/2026
- Repo Updated
- 9/2/2026
- Created
- 8/22/2026
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