High-intent entry points

Start from the task, not a keyword list.

These shortcuts use the same trust, supply, and relevance signals as the registry API, so humans and agents land on a useful shortlist faster.

Agent-readable index

FinanceStock analysis QuantTrading research SlidesPPT generation DocsPDF parsing ExtractWeb scraping CreativeDesign workflow SportsFootball analytics

Decision filters

Choose by scenario, quality, and trust signals.

Use casePlatform fitQuality tierTrust profileSafety gateGitHub adoption

Showing 1-16 of 712 ranked candidates matching "scrapy"

Best blend of quality, stars, freshness, and agent usage

Scrapy

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · VERIFIEDCODING

Scrapy, a fast high-level web crawling & scraping framework for Python.

$ npx skills add scrapy/scrapy

62.5K stars77 quality92 trustVerifiedClaude Code12d since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…

Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

pythonweb-automation

by scrapyDetailsQuick view

Scrapy Redis

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · VERIFIEDRESEARCH

Redis-based components for Scrapy.

$ npx skills add rmax/scrapy-redis

5.6K stars68 quality89 trustVerifiedClaude Code2mo since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…

Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + CLI · 4 targets

pythoncrawler

by rmaxDetailsQuick view

Scrapyrt

STRONG · 81TRUST · 78SAFE · REVIEWEDRESEARCH

HTTP API for Scrapy spiders

$ npx skills add scrapinghub/scrapyrt

880 stars51 quality78 trustReviewed with permission notesClaude Code4mo since pushSafe to try

QualitySolid option that is likely worth shortlisting for production workflows.

TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + CLI · 4 targets

pythoncrawler

by scrapinghubDetailsQuick view

Scrapy Training

NEEDS REVIEW · 44TRUST · 66SAFE · BLOCKEDCODING

Scrapy Training companion code

$ npx skills add scrapinghub/scrapy-training

173 stars34 quality66 trustBlocked for auto-installClaude Code + Browser agents7y since pushRisky

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustPotentially useful, but at least one trust signal needs human inspection.Review: License is unclear

Safety gateThis skill should not be selected by an agent without explicit human security review.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + Browser agents · 4 targets

pythonweb-automation

by scrapinghubDetailsQuick view

Scrapy Playwright

VERIFIEDEXCELLENT · 97TRUST · 85SAFE · REVIEWEDCODING

🎭 Playwright integration for Scrapy

$ npx skills add scrapy-plugins/scrapy-playwright

1.4K stars64 quality85 trustReviewedClaude Code + Browser agents20d since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustGood trust signals with a few areas worth checking before rollout.Review: Documentation summary is thin

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Testing and QA · I need my agent to test a web app, reproduce bugs, and verify fixes.

Claude Code + Browser agents · 4 targets

pythonplaywright

by scrapy-pluginsDetailsQuick view

Scrapy Fake Useragent

PROMISING · 55TRUST · 73SAFE · EXPERIMENTALCODING

Random User-Agent middleware based on fake-useragent

$ npx skills add alecxe/scrapy-fake-useragent

688 stars39 quality73 trustExperimentalClaude Code3y since pushNeeds review

QualityUseful candidate, but compare it with alternatives before adopting.Check: Repository looks stale

TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

pythonweb-automation

by alecxeDetailsQuick view

Haipproxy

VERIFIEDSTRONG · 78TRUST · 84SAFE · REVIEWEDCODING

:sparkling_heart: High available distributed ip proxy pool, powerd by Scrapy and Redis

$ npx skills add SpiderClub/haipproxy

5.5K stars53 quality84 trustReviewed with permission notesClaude Code4y since pushNeeds review

QualitySolid option that is likely worth shortlisting for production workflows.Check: Repository looks stale

TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

pythoncrawler

by SpiderClubDetailsQuick view

Web Scraping

PROMISING · 65TRUST · 76SAFE · EXPERIMENTALCODING

Más de 50 ejemplos de web scraping utilizando: Requests | Scrapy | Selenium | LXML | BeautifulSoup

$ npx skills add lkuffo/web-scraping

390 stars41 quality76 trustExperimentalClaude Code + Browser agents9mo since pushNeeds review

QualityUseful candidate, but compare it with alternatives before adopting.

TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + Browser agents · 4 targets

pythonweb-automation

by lkuffoDetailsQuick view

FunpySpiderSearchEngine

PROMISING · 56TRUST · 72SAFE · EXPERIMENTALRESEARCH

Word2vec 千人千面个性化搜索 + Scrapy2.3.0(爬取数据) + ElasticSearch7.9.1(存储数据并提供对外Restful API) + Django3.1.1 搜索

$ npx skills add mtianyan/FunpySpiderSearchEngine

934 stars40 quality72 trustExperimentalClaude Code3y since pushNeeds review

QualityUseful candidate, but compare it with alternatives before adopting.Check: Repository looks stale

TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + CLI · 4 targets

pythonsearch

by mtianyanDetailsQuick view

Taskpyro

STRONG · 77TRUST · 75SAFE · EXPERIMENTALCODING

爬虫管理系统,爬虫管理平台,分布式爬虫管理平台, 流程编排,openclaw龙虾,AI助手,可视化操作,完整监控,灵活的Python环境管理,,环境隔离,资源占用小,支持 Scrapy 等主流爬虫框架,支持 Selenium、Playwright、DrissionPage 等浏览器自动化工具,支持node环境下的js逆向代码,支持win…

$ npx skills add taskPyroer/taskpyro

196 stars50 quality75 trustExperimentalClaude Code + Browser agents1mo since pushNeeds review

QualitySolid option that is likely worth shortlisting for production workflows.

TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Testing and QA · I need my agent to test a web app, reproduce bugs, and verify fixes.

Claude Code + Browser agents · 4 targets

shellplaywright

by taskPyroerDetailsQuick view

Wayback Machine Scraper

NEEDS REVIEW · 53TRUST · 70SAFE · EXPERIMENTALCODING

A command-line utility and Scrapy middleware for scraping time series data from Archive.org's Wayback Machine.

$ npx skills add sangaline/wayback-machine-scraper

480 stars37 quality70 trustExperimentalClaude Code + Browser agents2y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustPotentially useful, but at least one trust signal needs human inspection.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + Browser agents · 4 targets

pythonweb-automation

by sangalineDetailsQuick view

Crawl4AI

VERIFIEDEXCELLENT · 100TRUST · 93SAFE · REVIEWEDRESEARCH

Web crawling built for AI

$ npx skills add unclecode/crawl4ai

4 agent calls100% success71.2K stars79 quality93 trustReviewedClaude Code + OpenAI Agents1d since pushSafe to try31.0K installs

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.

Claude Code + OpenAI Agents · 4 targets

claudegpt-4langchaincrewaiopenclaw

by unclecodeDetailsQuick view

Firecrawl

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDRESEARCH

Web data for AI applications

$ npx skills add firecrawl/firecrawl

134.2K stars76 quality88 trustReviewedClaude Code + OpenAI Agents20d since pushSafe to try25.0K installs

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.

Claude Code + OpenAI Agents · 4 targets

claudegpt-4langchainopenclaw

by mendableaiDetailsQuick view

Browser Use

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

Give your AI agent a web browser

$ npx skills add browser-use/browser-use

100.5K stars76 quality88 trustReviewedClaude Code + OpenAI Agents17d since pushSafe to try28.0K installs

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Testing and QA · I need my agent to test a web app, reproduce bugs, and verify fixes.

Claude Code + OpenAI Agents · 4 targets

claudegpt-4langchainopenclaw

by browser-useDetailsQuick view

OpenClaw Core Skills

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

Essential skills for autonomous agents

$ npx skills add anthropics/anthropic-cookbook

45.8K stars73 quality87 trustReviewedClaude Code + LangChain28d since pushSafe to try18.0K installs

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + LangChain · 4 targets

openclawclaudelangchain

by OpenClawDetailsQuick view

Composio

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

Connect AI agents to any app

$ npx skills add ComposioHQ/composio

29.1K stars72 quality88 trustReviewedClaude Code + OpenAI Agents1d since pushSafe to try19.0K installs

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Claude Code + OpenAI Agents · 4 targets

claudegpt-4langchaincrewaiautogpt

by ComposioHQDetailsQuick view

Page 1

Showing the strongest 16 results to keep the registry fast for humans and agents. Refine by use case, platform, stars, or search query for a narrower shortlist.

Try the agent resolve API

AI Agent Skills Directory

Real skills, grouped by the work your agent needs to finish.

Build the registry by domain, not just by count.

Coding and developer agents

Research and knowledge work

Presentation and deck workflows

Finance and quant workflows

Marketing and growth automation

Design and creative production

Data, BI, and analytics

Legal, policy, and compliance

Education and tutoring

Football and World Cup analytics

Start from the task, not a keyword list.

Choose by scenario, quality, and trust signals.

Scrapy

Scrapy Redis

Scrapyrt

Scrapy Training

Scrapy Playwright

Scrapy Fake Useragent

Haipproxy

Web Scraping

FunpySpiderSearchEngine

Taskpyro

Wayback Machine Scraper

Crawl4AI

Firecrawl

Browser Use

OpenClaw Core Skills

Composio