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Firecrawl · For data scientists
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Read a known webpage or execute a discovered workflow or data-provider capability. | firecrawl/ | 117 | — | ~1.8k | Automated safety check: Pass | ISC | 2 days ago |
| 2 | Autonomously navigate websites and extract structured data across pages. | firecrawl/ | 117 | — | ~1.2k | Automated safety check: Pass | ISC | 2 days ago |
| 3 | 统一编排关键词驱动的公共网页、AI 最新动态、垂直领域和社交平台搜索,返回标准化候选;支持有界 X Research、显式站点 Map,以及本次搜索所得候选的轻量核验。不用于读取或下载用户直接给出的已知 URL,此类任务使用 yichen-content-archive。 | mcncarl/ | 4.4k | — | ~1.1k | Automated safety check: Pass | Unknown | 6 days ago |
| 4 | Extract structured company lists from directories with Firecrawl. | firecrawl/ | 117 | — | ~557 | Automated safety check: Pass | ISC | 2 days ago |
| 5 | Monitor competitor pricing, features, changelogs, dashboards, and product changes with Firecrawl. | firecrawl/ | 117 | — | ~604 | Automated safety check: Pass | ISC | 2 days ago |
| 6 | Agent-callable Firecrawl tools — scrape a URL to clean Markdown, crawl a site, search the web, map site URLs, and extract structured data. | zapier/ | 177 | — | ~4.2k | Automated safety check: Pass | Elastic-2.0 | 1 mo ago |
| 7 | Ad-hoc web scraping, site mapping, and full-site crawling via Firecrawl MCP. | seranking/ | 161 | — | ~2.3k | Automated safety check: Pass | MIT | 3 mo ago |
| 8 | Bulk-extract many pages from one site or section. An agent skill from firecrawl/skills. | firecrawl/ | 117 | — | ~467 | Automated safety check: Pass | ISC | 2 days ago |
| 9 | Fetch URL → markdown / text / HTML via KeiRouter /v1/web/fetch using Firecrawl / Jina Reader / Tavily Extract / Exa Contents. | mydisha/ | 147 | — | ~741 | Automated safety check: Pass | MIT | 1 mo ago |
| 10 | Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API | davila7/ | 33k | 7 repos | ~253 | Automated safety check: Pass | MIT | today |
| 11 | Pull metrics from analytics dashboards and internal web tools with Firecrawl browser. | firecrawl/ | 117 | — | ~590 | Automated safety check: Pass | ISC | 2 days ago |
| 12 | Walk through a product's key flows with Firecrawl browser and produce a structured UX/product walkthrough. | firecrawl/ | 117 | — | ~555 | Automated safety check: Pass | ISC | 2 days ago |
| 13 | Save a site or section as local files (markdown, screenshots). | firecrawl/ | 117 | — | ~507 | Automated safety check: Pass | ISC | 2 days ago |
| 14 | 14.Firecrawl Search the web and scrape pages into clean markdown with the Firecrawl API — query-based discovery, single-URL extraction including public PDFs, driven by curl with a vault-stored API key. | Prism-Shadow/ | 2.5k | — | ~902 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 15 | Drive a live browser on a scraped page: click, fill forms, log in, paginate, infinite-scroll. | firecrawl/ | 117 | — | ~738 | Automated safety check: Pass | ISC | 2 days ago |
| 16 | Complete knowledge domain for Firecrawl v2 API - web scraping and crawling that converts websites into LLM-ready markdown or structured data. | ynulihao/ | 618 | — | ~4.1k | Automated safety check: Notes | MIT | 7 mo ago |
| 17 | A skill your agent uses for web scraping, crawling, document extraction, API parsing, or building validation-heavy data pipelines using Firecrawl or local Python scripts. | alirezarezvani/ | 28k | — | ~1.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 18 | Build a knowledge base from web content with Firecrawl. An agent skill from firecrawl/skills. | firecrawl/ | 117 | — | ~612 | Automated safety check: Pass | ISC | 2 days ago |
| 19 | 19.Firecrawl Web search and scraping via Firecrawl API. An agent skill from sundial-org/awesome-openclaw-skills. | sundial-org/ | 663 | 1 repo | ~250 | Automated safety check: Notes | No licence | 7 mo ago |
| 20 | Run ad-hoc web research on a prospect (company URL or person) — Firecrawl scrapes the marketing site, key pages (pricing, careers, blog), and surfaces a brief. | Othmane-Khadri/ | 318 | — | ~490 | Automated safety check: Notes | MIT | 1 mo ago |
| 21 | Ingest public or authenticated knowledge bases and docs portals with Firecrawl browser. | firecrawl/ | 117 | — | ~565 | Automated safety check: Pass | ISC | 2 days ago |
| 22 | Scrape web pages and extract content via Firecrawl MCP. An agent skill from parcadei/Continuous-Claude-v3. | parcadei/ | 3.9k | 1 repo | ~254 | Automated safety check: Notes | MIT | 8 mo ago |
| 23 | Bulk extract content from an entire website or site section. | aiskillstore/ | 433 | 2 repos | ~673 | Automated safety check: Pass | No licence | yesterday |
| 24 | Produce pre-meeting lead intelligence briefs with Firecrawl. | firecrawl/ | 117 | — | ~580 | Automated safety check: Pass | ISC | 2 days ago |
| 25 | Alert by webhook/email on web changes — use for "monitor/watch/track/alert me when": recurring checks on known URLs (prefer over repeated one-off scrapes) or web-wide watches for new results… | firecrawl/ | 117 | — | ~1.4k | Automated safety check: Pass | ISC | 2 days ago |
| 26 | 26.Firecrawl QA QA test a live website with Firecrawl browser and scrape evidence. | firecrawl/ | 117 | — | ~587 | Automated safety check: Pass | ISC | 2 days ago |
| 27 | Find web sources with query-relevant page excerpts and optional full-page content, and discover workflows, data APIs, and indexes. | firecrawl/ | 117 | — | ~3k | Automated safety check: Pass | ISC | 2 days ago |
| 28 | Research products across the web with Firecrawl and produce a shopping recommendation or cart-ready summary. | firecrawl/ | 117 | — | ~573 | Automated safety check: Pass | ISC | 2 days ago |
| 29 | Extract any website's design system into an agent-ready DESIGN.md using Firecrawl scrape evidence. | firecrawl/ | 117 | — | ~1.9k | Automated safety check: Pass | ISC | 2 days ago |
| 30 | 30.Firecrawl Scrape and crawl websites with Firecrawl: scrape a page, start a crawl, check crawl status, map a site, search the web. | Anil-matcha/ | 1.3k | — | ~557 | Automated safety check: Pass | MIT | 5 days ago |
| 31 | Isolate difficult Firecrawl v2 failures by separating caller, authentication, request, queue, rendering, origin, and result-processing evidence. | jeremylongshore/ | 2.8k | — | ~1.2k | Automated safety check: Pass | MIT | yesterday |
| 32 | Select a Firecrawl v2 architecture for interactive scrape, governed batch, scheduled crawl, search enrichment, or self-hosted processing. | jeremylongshore/ | 2.8k | — | ~1.2k | Automated safety check: Pass | MIT | yesterday |
| 33 | Build deterministic CI gates for a Firecrawl v2 integration using synthetic fixtures, pinned schemas, secret scanning, and an optional protected smoke test. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 34 | Analyze and resolve current Firecrawl v2 validation, authentication, credit, policy, rate, concurrency, timeout, and server errors. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 35 | Implement current Firecrawl v2 scrape and crawl flows with bounded discovery, pagination, content validation, and durable receipts. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 36 | Combine Firecrawl v2 map, search, batch scrape, parse, and structured JSON extraction into a governed acquisition workflow. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 37 | Measure and reduce Firecrawl credit consumption using explicit limits, endpoint selection, cache policy, format discipline, and spend controls. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 38 | Validate, minimize, classify, deduplicate, retain, and dispose of Firecrawl documents and extracted JSON safely. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 39 | Assemble a minimal, redacted Firecrawl diagnostic package for internal triage or vendor support. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Notes | MIT | yesterday |
| 40 | Create the smallest current Firecrawl v2 scrape and verify its provenance, origin status, and output without leaking credentials. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 41 | Install the current Firecrawl Node or Python SDK, configure Cloud authentication, and verify package provenance and secret injection. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 42 | Audit a Firecrawl integration for legacy v1 calls, unbounded crawls, incomplete pagination, unsafe retries, retention mistakes, and untrusted-content handling. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 43 | Measure Firecrawl throughput under plan, team rate, browser concurrency, queue, timeout, target-policy, and credit constraints. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 44 | Build a deterministic Firecrawl development loop with SDK fakes, recorded synthetic contracts, and an optional trusted-network self-hosted stack. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 45 | Migrate a custom Puppeteer, Playwright, Cheerio, or third-party scraping workload to Firecrawl v2 with parity, policy, cost, and rollback evidence. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 46 | Separate Firecrawl development, staging, and production identities, targets, budgets, policies, telemetry, and data stores. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Notes | MIT | yesterday |
| 47 | Improve Firecrawl latency and throughput through measured scope, formats, cache freshness, async selection, pagination, and concurrency controls. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 48 | Enforce domain authorization, robots and terms review, endpoint and format allowlists, scope, spend, retention, and unsafe-content controls around Firecrawl. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |