Firecrawl Build Search
SkillWeb & browsingLets your agent search the web from a query and turn the results into a shortlist of pages for scraping.
Use Firecrawl Build Search in Claude, ChatGPT or Ahel Desktop
Free. Sign in, add Firecrawl Build Search and connect your AI. About a minute.
Also: Claude Code · Cursor · Codex
Then ask your AI: use the Firecrawl Build Search skill
Details
Instructions available. Your AI can read the instructions. Execution depends on the setup they require.
Account requirements not reviewed. Check the skill instructions before use; Ahel provides instructions and does not run this skill.
No other account needed.
Add Ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
About this 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.
What this skill tells your AI
The instructions your AI receives, as published by firecrawl/skills in skills/build/firecrawl-build-search/SKILL.md and read by Ahel’s review.
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
/searchfirst 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
/scrapeor/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.
- If the result page then requires clicks or form interaction, escalate to firecrawl-build-interact.
- If the feature searches published research papers — biomedical, clinical, and life-science literature (PubMed, bioRxiv, medRxiv) or arXiv preprints —
/searchis the wrong surface. Use the research paper index instead: firecrawl-research-index. Passingcategories: ["research"]to/searchdoes 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. The same caveat applies to
categories: ["developer"].
Implementation Notes
- Treat
/searchas 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
- Python: docs.firecrawl.dev/agent-source-of-truth/python
- Rust: docs.firecrawl.dev/agent-source-of-truth/rust
- Java: docs.firecrawl.dev/agent-source-of-truth/java
- Elixir: docs.firecrawl.dev/agent-source-of-truth/elixir
- cURL / REST: docs.firecrawl.dev/agent-source-of-truth/curl
See Also
Signals
- GitHub stars
- 113
- Forks
- 32
- Last commit
- Sep 2026
Ahel recommends instead
Advanced
- Item type
- skill
- Key
skills-firecrawl-build-search- Source
- github.com/firecrawl/skills
More in Web & browsing
Skill · browser-use
More in Web & browsingwebapp-testing
Skill · anthropics
More in Web & browsingplaywright-cli
Skill · microsoft
More in Web & browsingbenchmark
Skill · affaan-m
More in Web & browsingopen-source
Skill · browser-use
More in Web & browsingdeploy-to-vercel
Skill · vercel-labs
More in Web & browsing