Agent Skills › firecrawl/cli › firecrawl-search

firecrawl-search

GitHub

通过自然语言查询网页、Alexandria工作流及数据API,支持全文抓取与结构化记录发现。用于网络研究、数据集获取及语义工具检索。

skills/firecrawl-search/SKILL.md firecrawl/cli

Trigger Scenarios

需要进行网络搜索以获取相关信息 查找特定的结构化数据或数据集 发现并调用Web API或工作流

Install

npx skills add firecrawl/cli --skill firecrawl-search -g -y
More Options

Use without installing

npx skills use firecrawl/cli@firecrawl-search

指定 Agent (Claude Code)

npx skills add firecrawl/cli --skill firecrawl-search -a claude-code -g -y

安装 repo 全部 skill

npx skills add firecrawl/cli --all -g -y

预览 repo 内 skill

npx skills add firecrawl/cli --list

SKILL.md

Frontmatter
{
    "name": "firecrawl-search",
    "description": "Find web sources with query-relevant page excerpts and optional full-page content, and discover workflows, data APIs, and indexes. Use for web research or finding structured records, listings, transcripts, and datasets. Supports semantic tool discovery, domain matching, and progressive catalogue browsing.",
    "allowed-tools": [
        "Bash(firecrawl *)",
        "Bash(npx firecrawl-cli *)"
    ]
}

firecrawl search

Search naturally using the user’s actual question. Default search returns web results plus relevant Alexandria tools, with optional web content scraping.

For structured records, filterable listings, transcripts, or datasets, first check firecrawl search alexandria '<data you need>' for a suitable workflow or data provider. For a known website, use firecrawl find-tools <url>. Inspect a selected contract with firecrawl list <provider> <capability> --pretty before executing it through scrape; reuse a complete contract already returned by discovery. If no suitable tool exists, continue with web search or Agent. Use ordinary search for web research and URL scrape for a known page.

Quick start

# Basic search
firecrawl search "your query" -o .firecrawl/result.json --json

# Search and scrape full page content from results
firecrawl search "your query" --scrape -o .firecrawl/scraped.json --json

# News from the past day
firecrawl search "your query" --sources news --tbs qdr:d -o .firecrawl/news.json --json

Use firecrawl search --help for search options, firecrawl list --help for contract browsing, and firecrawl scrape --help for execution options.

--categories developer searches an index of public repositories, GitHub issues, merged pull requests, repository READMEs, and curated documentation sites. --categories research is a website filter, not the paper index. Dedicated skills: firecrawl-developer-index and firecrawl-research-index.

Done when: relevant results have been inspected, per-call errors and empty results have been checked, the request has been answered with source links, and feedback is sent within the time window unless opted out.

Go beyond page content with Alexandria

Alexandria is a catalogue of ready-made website workflows, API providers, and specialized indexes. Depending on the tool, it can return structured records, detailed listings, financial data, company information, research, or public records that a search snippet or single scraped page does not contain. Discover current coverage rather than assuming a provider or capability exists.

  • Semantic discovery matches the meaning of the user's question to tool capabilities, even when no relevant provider website appears in the web results. Use firecrawl search alexandria '<data you need>' when you specifically need tools.
  • Domain matching surfaces tools associated with websites in the web results. A matched tool may retrieve richer details, related records, or structured collections beyond the linked page. Domain matching signals relevance, not proof that the tool covers the requested fields or market.
  • Combined search uses both paths alongside web results by default: firecrawl search '<user question>'. Use the web result when sufficient; inspect a matching tool when it offers a more direct route to the required data.

Inspect before execution

Search defaults to web,alexandria with domain-tool matching on. Preserve the user's location, marketplace, and constraints in the query; do not turn normal research into an artificial tool-discovery query. Inspect data.web and data.tools from the same response.

Search returns compact tool matches by default: only provider, capability, and description. A match is not executed data. Select a candidate, then run firecrawl list <provider> <capability> --pretty with its provider and capability IDs to read the contract's inputs, coverage, and access requirements.

Use --tool-detail summary --json for discovery metadata and navigation; inspect the selected contract with list before execution. Use --tool-detail full --json to receive contracts directly in search results and reuse them without another inspection call. Prefer full when several related contracts will be needed immediately. Displayed pricing is informational, not an extra confirmation gate.

After inspecting the contract, execute with firecrawl scrape <provider/capability> --options '<input JSON>' (--alexandria remains supported). All provider execution goes through Scrape; search --scrape only fetches web result content, not provider tools.

Use list for category/provider browsing and selected contracts. For a known website, find-tools <url> discovers associated tools without executing them. Run firecrawl find-tools --help for advanced catalogue selectors; avoid broad expansion unless the task needs it.

If no returned tool covers the country/market/segment or required inputs, continue with ordinary web results. Do not exhaust the catalogue or pay for adjacent tools just to probe coverage. --sources web explicitly opts out of Alexandria; --sources web --domain-tools retains domain matches only.

For Alexandria feedback about a provider result or coverage gap, see firecrawl-alexandria.

Progressive discovery and output handling

# Web + domain matching + semantic tools
firecrawl search '<user question>'

# Semantic tools only
firecrawl search alexandria '<user question>'

# Categories → providers → tools → contract
firecrawl list
firecrawl list <category-id> --category
firecrawl list <provider-id>
firecrawl list <provider-id> <capability-id> --pretty

# Execute a tool
firecrawl scrape <provider-id>/<capability-id> --options '<JSON matching the selected contract>'

Default search combines web results, domain matches and semantic tools; search alexandria returns semantic tool matches only. Read the selected contract instead of expanding the entire catalogue. Tool discovery is not execution.

Keep large search responses in --json -o output and select the relevant results. If a subsequent provider execution or URL scrape exceeds the agent's output limit, use its retained ID with the remote Bash recovery instructions. Search request IDs are not supported Bash inputs. Do not blindly rerun a successful provider because the client could not display its result.

Tips

  • --highlights on by default: results are query-relevant excerpts from the page. Use --no-highlights for the original snippets.
  • --scrape fetches full content — reuse that content instead of re-scraping result URLs. This saves credits and avoids redundant fetches.
  • For large results, use -o and bounded local reads when a filesystem is available. Do not dump the full response into context.
  • Use jq to extract URLs or titles: jq -r '.data.web[].url' .firecrawl/search.json
  • Naming convention: .firecrawl/search-{query}.json or .firecrawl/search-{query}-scraped.json

Send feedback after every search (refunds 1 credit)

Search costs 2 credits. After you've actually used the results (or decided they were useless), send structured feedback with firecrawl search-feedback <id>. The first feedback per search refunds 1 credit and helps us improve search quality. Do this once per search, in the background, after you finish processing the results — it does not block your main task.

Opt out: if FIRECRAWL_NO_SEARCH_FEEDBACK=1 (or FIRECRAWL_DISABLE_SEARCH_FEEDBACK=1) is set, the CLI silently skips the call and never sends anything. Respect that — do not try to work around it. (Team admins can also disable this server-side; the API will return feedbackErrorCode: "TEAM_OPTED_OUT" and the CLI will exit 0 silently.)

Rules to know before you call this:

  • Time window: must be sent within ~2 minutes of the search. Late feedback is rejected.
  • --missing-content is the most important field. It's a list of specific pieces of content you expected but did not find. One topic per entry, each in its own string. These aggregate across teams and tell us what to index next.
  • Substantive content required (zero-effort feedback is rejected with HTTP 400):
    • good → must include at least one --valuable-sources entry.
    • partial → must include --valuable-sources or --missing-content.
    • bad → must include --missing-content or --query-suggestions.
  • Daily refund cap (per team, per UTC day, default 100 credits). Once your team has been refunded 100 credits today, further submissions still record feedback but no longer refund credits. The response includes creditsRefundedToday / dailyRefundCap / dailyCapReached. When dailyCapReached: true, stop calling search-feedback for the rest of the UTC day — it won't refund anything and you're wasting bandwidth.
  • Idempotent: re-submitting for the same search id returns success but no extra refund.
  • --silent & is the right pattern — exit code 0 even on failure, so a rejected/expired call never crashes your pipeline.

Verify the search returned results before reading its id. Zero-result searches write no output file, so the file may be missing — or left over from an earlier search. The guard below skips feedback when the file is missing or has zero results; call search-feedback only inside it:

# Send once per search. Rate honestly and replace the placeholder with the
# rating that matches what actually happened. The two fields shown
# satisfy the substantive-content rule for every rating.
if SEARCH_ID=$(jq -er 'select(any(.data[]; length > 0)) | .id' .firecrawl/search-react-hooks.json); then
  firecrawl search-feedback "$SEARCH_ID" \
    --rating "<good|partial|bad>" \
    --valuable-sources '[{"url":"https://react.dev/reference/react/hooks","reason":"Most authoritative"}]' \
    --missing-content '[{"topic":"useDeferredValue","description":"No example of useDeferredValue with Suspense"}]' \
    --silent &
fi

--missing-content accepts:

  • JSON array of {topic, description?} objects (richest, preferred)
  • "topic: description" strings (shorthand)
  • Plain "topic1, topic2, topic3" (when you only have topic names)
  • Repeated --missing-content flags

--silent suppresses output and & runs it in the background so feedback never blocks you.

See also

Version History

  • 5ec6074 Current 2026-09-27 19:59

    优化Alexandria反馈机制使其可选,澄清高亮显示与支持的类别范围,移除废弃的github类别。

  • dffc296 2026-09-22 08:10

    新增Alexandria工作流集成,强化结构化数据发现与执行指引,优化搜索结果处理与反馈机制。

  • 86aaf06 2026-08-27 16:51

    重构技能结构,移除冗余的'何时使用'章节,将CLI选项表替换为帮助文档指针,增加正向指令和完成标准,精简文件行数。

  • 253abde 2026-08-19 19:06

    更新反馈示例以兼容所有评分,修复链接标签并优化技能重命名后的路径引用。

  • 23a0df4 2026-08-16 02:02

    修正了关于研究论文索引的描述,明确其包含PubMed/bioRxiv/medRxiv及arXiv数据,并修复了文档中错误引导使用普通搜索而非专用命令的问题。

  • a151277 2026-08-02 21:17

    新增开发者专属搜索功能:在 search 命令中增加 --categories developer 选项,并新增独立的 firecrawl developer 命令,专门用于搜索 GitHub Issues、PRs、README 及文档,优化编程相关问题的检索体验。

  • 6c50c5d 2026-07-24 11:50

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