Google Play Scraper

STRONG · 75

Community indexed

Google play scraper for Python inspired by <facundoolano/google-play-scraper>

Downloads 0

Stars 981

Version 1.0.0

Quality 56/100 · Promising

Trust 75/100 · Strong shortlist

Audit 70/100 · Needs review

Supply asset profile

Research and knowledge work

Deep research, source comparison, literature review, RAG, knowledge search, and reports.

Browse track

Scenario

RAG and knowledge

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

Agent fit

Claude Code + CLI + Codex

Codex, Claude Code, Cursor, CLI, or custom agents.

Install

Ready

npx skills add JoMingyu/google-play-scraper

Maintenance

stale

2y since push

Risk

Needs review

Repository appears stale

GitHub quality

981

56/100 quality · 75/100 trust

Coverage tags

ResearchRAG and knowledgeweb-automationcrawlerdata-extraction

Review notes

Repository appears stale · Repository looks stale

Agent adoption scorecard

Trust, audit, and install readiness at a glance

These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.

Quality

Promising

Useful candidate, but compare it with alternatives before adopting.

Trust

Strong shortlist

Good trust signals with a few areas worth checking before rollout.

Audit

Needs review

Install readiness, security metadata, maintenance, and adoption risk.

Agent safety v2

54/100 · Avoid automatic install

Experimentalreview

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

Test manually in an isolated workspace and compare against safer alternatives.

Resolve via API

medium

Network access

Skill likely fetches remote pages, APIs, repositories, or external services.

medium

Filesystem access

Skill may read or write project files, documents, generated artifacts, or local workspace state.

Repository appears stale

Install targets

Install this skill in your agent workflow

Copy the registry command or an agent-specific install prompt for Codex, Claude Code, and Cursor.

skill install

OpenAgentSkill CLI

Use the registry command when your workflow supports the OpenAgentSkill installer.

$ npx skills add JoMingyu/google-play-scraper

Agent resolve plan

Let an agent verify fit before installing.

The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.

Open text plan

Resolve JSON

/api/agent/resolve?task=Use%20Google%20Play%20Scraper%20for%20an%20agent%20workflow&agent=codex&max_risk=medium

Resolve text

/api/agent/resolve?task=Use%20Google%20Play%20Scraper%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text

Install handoff

/api/skills/jomingyu-google-play-scraper/install

Agent should check

Task fit and alternatives from Resolve API.
Audit score, trust score, and safety policy warnings.
Install target compatibility for Codex, Claude Code, Cursor, or CLI.

Copy prompt

Task: Use Google Play Scraper in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Google%20Play%20Scraper%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/jomingyu-google-play-scraper/install
Install command: npx skills add JoMingyu/google-play-scraper
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.

Agent handoff

Give an agent the install path, not another directory page.

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

Open install API

Install handoff

/api/skills/jomingyu-google-play-scraper/install

LLM text format

/api/skills/jomingyu-google-play-scraper/install?format=text

Find alternatives

/api/skills/search?q=Google%20Play%20Scraper&limit=3

Agent prompt

Use Google Play Scraper for this task. Review https://www.openagentskill.com/api/skills/jomingyu-google-play-scraper/install, then install with: npx skills add JoMingyu/google-play-scraper

Registry metadata

Agent-readable profile for automatic skill selection.

This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

Open manifest

Manifest

/api/registry/manifest/jomingyu-google-play-scraper

LLM text

/api/registry/manifest/jomingyu-google-play-scraper?format=text

Install alias

/api/registry/install/jomingyu-google-play-scraper

Recommend

/api/registry/recommend?task=Use%20Google%20Play%20Scraper%20in%20an%20agent%20workflow&limit=3

Agent fit

58/100

Web scraping

Use-case tags

Web scraping Coding agents RAG and knowledge

Platforms

Python, Crawler, Claude Code

Audit report

Needs review · 70/100

Review install readiness, maintenance, trust, quality, and metadata warnings before adding this skill to an agent workflow.

View audit report

Agent decision cockpit

Fallback candidate for Web scraping

Prototype with this skill first; keep a fallback candidate ready.

Readiness

Prototype

Stage

Role in stack

Fallback candidate

Primary fit

Web scraping

Trust label

Prototype first

Install path

Command ready

Use when

Web scraping workflows
Claude Code teams
teams that value GitHub adoption signals

Evidence

981 GitHub stars
install command or GitHub repo available
56/100 quality profile
1 OpenAgentSkill engagement events

Review first

Repository looks stale

Implementation path

1Install it in a sandbox agent and run one Web scraping task end to end.
2Compare output quality, latency, and failure behavior against at least one alternative.
3Promote it into production only after reviewing repository permissions, license, and maintenance signals.

Trust profile

Strong shortlist

Good trust signals with a few areas worth checking before rollout.

Trust score

GitHub adoption

INFO

981 GitHub stars

Recent maintenance

FIX

2y since push

License clarity

PASS

MIT

README/SKILL.md completeness

INFO

Public metadata needs stronger README/SKILL.md context

Good signals

AI review approved
Install path is available
Repository evidence is available
Meaningful GitHub adoption signal

Review before install

Repository looks stale
Quality score needs review
Recent maintenance: 2y since push

Recommended action

Test in a sandbox workflow and compare its install path with close alternatives.

Quality profile

Promising candidate for agent workflows

Useful candidate, but compare it with alternatives before adopting.

GitHub stars

981

Freshness

2y ago

Install ready

Yes

License

MIT

Check before install: Repository looks stale

Workflow fit

Use this skill in these scenarios

Collect structured data

Web scraping

I need my agent to scrape websites and extract structured data from pages.

Build and ship code

Coding agents

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

Search private knowledge

RAG and knowledge

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

Stack fit

Add it to a complete workflow

Scrape, clean, and reuse web data

Web data pipeline

A practical stack for agents that crawl public pages, extract clean content, normalize data, and hand it to downstream research or RAG workflows.

Turn skills into distribution

Content growth agent

A stack for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.

Inspect, patch, and verify code

Coding review agent

A stack for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.

Alternative shortlist

Compare before you install

Similar skills in this category, ranked with the same readiness and quality signals.

Compare all

Crawl4AI

Open-source LLM-friendly web crawler and scraper

Scrapy

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

Scrapling

Adaptive web scraping for agent data collection

EasySpider

A visual no-code/code-free web crawler/spider易采集：一个可视化浏览器自动化测试/数据采集/网页爬虫软件，可以无代码图形化的设计和执行爬虫任务。别名：ServiceWrapper面向Web应用的智能化服务封装系统。

Overview

Google play scraper for Python inspired by <facundoolano/google-play-scraper>

Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, domain workflow, RAG, document-processing, data, finance, security, or developer-tool signals. Protocol-server projects are excluded from automated imports.

Platform Compatibility

pythonFULL

crawlerFULL

Technical Details

Version: 1.0.0
License: MIT
Last Updated: 6/12/2026
Published: 5/23/2026

Frameworks & Tools

PythonCrawler

Decision snapshot

Fallback candidate

Ready

Prototype

Stage

981 GitHub stars

Audit Snapshot

Install and adoption review

Needs review

Security: 96/100
Maintenance: 38/100
Install: 92/100

Open full audit

Install

Free and open source

Compare Alternatives Auto-resolve Plan View on GitHub Documentation

Growth loop

Share this skill

Scenario-led draft for Google Play Scraper, with the OpenAgentSkill Update theme and canonical URL.

OpenAgentSkill Update
Today: Google Play Scraper

Use it when you need an agent to browse, extract, or monitor web pages without building a scra...

981 stars - web-automation
Link: https://www.openagentskill.com/skills/jomingyu-google-play-scraper?ref=x
#AIAgents #OpenAgentSkill

Open X draft

Optional reply with install command

Link for Google Play Scraper:
https://www.openagentskill.com/skills/jomingyu-google-play-scraper?ref=x

Install: npx skills add JoMingyu/google-play-scraper

Open reply draft

Listing source

Community indexed

Claimable

This listing was indexed from public sources and is not marked official until a maintainer claim is approved.

Creator: JoMingyu
Source: JoMingyu/google-play-scraper
Indexed by: OpenAgentSkill community index

Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.

Claim this skill

Owner claim

Claim this skill listing

This community indexed listing is attributed to JoMingyu but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.

README badge

Add this badge to your GitHub README to show the listing, trust score, and install handoff.

[![OpenAgentSkill](https://www.openagentskill.com/api/badge/jomingyu-google-play-scraper)](https://www.openagentskill.com/skills/jomingyu-google-play-scraper)

Preview badge Audit badge

Author

JoMingyu

@jomingyu

Platform Fit

Claude Code

Health Signals

GitHub stars: 981
Quality score: 40/100
Last GitHub push: Aug 5, 2024
Framework hints: 2
OpenAgentSkill views: 1
Install copies: 0
Outbound clicks: 0

Community Signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & Safety

Strong shortlist

GitHub adoption981 GitHub starsINFO
Recent maintenance2y since pushFIX
License clarityMITPASS
README/SKILL.md completenessPublic metadata needs stronger README/SKILL.md contextINFO
Dependency riskno major dependency risk hints in public metadataPASS
Install availabilitynpx skills add JoMingyu/google-play-scraperPASS

Related Skills

Crawl4AI

Open-source LLM-friendly web crawler and scraper

66.2K stars · 31.0K installs

Scrapy

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

62.2K stars · 0 installs

Scrapling

Adaptive web scraping for agent data collection

54.2K stars · 0 installs

EasySpider

44.0K stars · 0 installs

Google Play Scraper

Research and knowledge work

Trust, audit, and install readiness at a glance

54/100 · Avoid automatic install

Network access

Filesystem access

Install this skill in your agent workflow

OpenAgentSkill CLI

Let an agent verify fit before installing.

Give an agent the install path, not another directory page.

Agent-readable profile for automatic skill selection.

Needs review · 70/100

Fallback candidate for Web scraping

Strong shortlist

Promising candidate for agent workflows

Use this skill in these scenarios

Web scraping

Coding agents

RAG and knowledge

Add it to a complete workflow

Web data pipeline

Content growth agent

Coding review agent

Compare before you install

Crawl4AI

Scrapy

Scrapling

EasySpider

Overview

Platform Compatibility

Technical Details

Fallback candidate

Audit Snapshot

Install

Share this skill

Community indexed

Claim this skill listing

README badge

Author

Tags

Platform Fit

Health Signals

Community Signal

Trust & Safety

Related Skills