OpenAgentSkill
GitHub200+

Codex web data workflows

Best Codex skills for web scraping

Ranked OpenAgentSkill shortlist for Codex users crawling websites, extracting structured data, monitoring pages, and preparing web content for agents.

Codex users building web scraping, monitoring, RAG ingestion, and data extraction workflows. Ranked from the OpenAgentSkill index using quality, trust, freshness, adoption, and install readiness.

best Codex skills for web scrapingCodex
Compare top 4Filter production candidatesResolve this workflow
6
Ranked
438K
Stars
80
Top trust
—
Agent proven

Search intent

Find Codex-ready skills for web scraping, crawling, browser automation, markdown extraction, and structured data collection.

These pages are generated from real registry records. The list below is not a generic article; every row links to a skill profile with install, trust, audit, and risk fields.

Resolve task

Scrape product pages into a structured table

Resolve task

Monitor competitor websites for changes

Resolve task

Convert crawled pages into markdown for RAG

#1

Firecrawl

45 fitTrust 80Excellent 100Agent Proven —Audit 87 · Safe to try

Turn websites into clean markdown or structured data for retrieval and agents.

Excellent quality, 34K stars, and a 28 use-case fit score.

Best suited scenario

Crawl target URLs

34K starsJun 1, 2026 pushStrong shortlistNeeds first agent runCodexClaude Code
AlternativesCompareAudit
$ npx skills add mendableai/firecrawl
#2

Crawl4AI

44 fitTrust 80Excellent 100Agent Proven —Audit 87 · Safe to try

Open-source LLM-friendly web crawler and scraper for agent workflows.

Excellent quality, 66K stars, and a 25 use-case fit score.

Best suited scenario

Crawl target URLs

66K starsJun 1, 2026 pushStrong shortlistNeeds first agent runCodexClaude Code
AlternativesCompareAudit
$ npx skills add unclecode/crawl4ai
#3

Webapp Testing

43 fitTrust 87Excellent 100Agent Proven —Audit 89 · Safe to try

Use Playwright to interact with and test local web applications, capture screenshots, debug UI behavior, and inspect browser logs.

Excellent quality, 163K stars, and a 23 use-case fit score.

Best suited scenario

Navigate pages

163K starsJul 17, 2026 pushProduction candidateNeeds first agent runClaude CodeCodex
AlternativesCompareAudit
$ npx skills add anthropics/skills --skill webapp-testing
#4

Playwright Browser Skill

41 fitTrust 84Excellent 100Agent Proven —Audit 87 · Safe to try

Automate a real browser from the terminal for navigation, form filling, snapshots, screenshots, extraction, and UI-flow debugging.

Excellent quality, 24K stars, and a 21 use-case fit score.

Best suited scenario

Navigate pages

24K starsJul 14, 2026 pushStrong shortlistNeeds first agent runCodexClaude Code
AlternativesCompareAudit
$ npx skills add openai/skills --skill playwright
#5

Playwright

40 fitTrust 79Excellent 100Agent Proven —Audit 87 · Safe to try

Reliable browser automation and testing engine for web agent tasks.

Excellent quality, 76K stars, and a 20 use-case fit score.

Best suited scenario

Navigate pages

76K starsJun 1, 2026 pushStrong shortlistNeeds first agent runNode.jsPython
AlternativesCompareAudit
$ npx skills add microsoft/playwright
#6

Browser Use

38 fitTrust 75Excellent 100Agent Proven —Audit 84 · Needs review

Browser automation layer for agents that need to interact with websites.

Excellent quality, 75K stars, and a 17 use-case fit score.

Best suited scenario

Navigate pages

75K starsJun 1, 2026 pushStrong shortlistNeeds first agent runPythonBrowser
AlternativesCompareAudit
$ npx skills add browser-use/browser-use

Selection method

How this list is ranked

OpenAgentSkill scores each candidate against the workflow keywords, then balances fit with GitHub stars, quality signals, trust profile, Agent Proven outcome evidence, maintenance freshness, and whether there is a clear install path.

How does OpenAgentSkill rank codex web scraping?

The ranking combines workflow fit, quality score, trust profile, GitHub adoption, maintenance freshness, and whether a clear install path exists.

Should I install the top skill immediately?

No. Treat the list as a shortlist, open the skill detail page, inspect the repository and license, then test the install command in a sandbox workflow.

Can my agent consume this ranking through an API?

Yes. Use /api/skills/search with the related task or /api/agent/rankings?slug=best-codex-web-scraping-skills to fetch ranked skill data.