Star0

Google Reviews Scraper

REVIEW · 65
Community indexed

Google Reviews API integration and scalable Google Reviews Scraper for extracting ratings, review text, and business insights from Google Maps using a structured Google Review API.

Downloads0
Stars381
Version1.0.0
Quality68/100 · Promising
Trust65/100 · Sandbox only
Audit75/100 · Needs review

Supply asset profile

Marketing and growth automation

SEO, content operations, lead generation, CRM, email automation, analytics, and growth workflows.

Browse track

Scenario

Sales and CRM

I need my agent to enrich leads, update CRM records, and prepare sales follow-ups.

Agent fit

Claude Code + Browser agents + CLI

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

Install

Ready

npx skills add ScrapingBee/google-reviews-scraper

Maintenance

active

4mo since push

Risk

Needs review

License is unclear

GitHub quality

381

68/100 quality · 73/100 trust

Coverage tags

MarketingSales and CRMgrowth-automationlead-generationsales

Review notes

License is unclear · Quality score needs review

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
68

Useful candidate, but compare it with alternatives before adopting.

Trust

Sandbox only
65

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

Audit

Needs review
75

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

Trust Score v5

Human review before install

Run only in a sandbox and compare close alternatives before using it for real work.

Sales AutomationCodexClaude CodeCursorOpenAgentSkill CLI

Stars

381 GitHub stars

Repo activity

381 stars, 1 forks

Maintenance

4mo since push

License

Unknown

Install

npx skills add ScrapingBee/google-reviews-scraper

Install safety

standard package or runtime install path

Permission surface

filesystem or document access, network or browser access

Agent outcomes

No agent outcome data yet

Docs

Strong README/SKILL.md context

Risk summary

Review before production

  • License is unclear
  • Quality score needs review
  • Stars/forks activity: 381 stars, 1 forks; issue activity unavailable in current metadata
  • License clarity: Unknown

Install readiness

Install path available

  • Install path is available
  • Repository evidence is available
  • License is unclear
  • No Agent Proven outcome evidence yet

Agent-readable metadata

Machine-readable decision data for this skill.

Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.

Open JSON

Suited tasks

  • Web scraping workflows
  • Claude Code teams
  • builders willing to evaluate younger projects
  • Crawl target URLs

Suited agents

Sales AutomationCodexClaude CodeCursorOpenAgentSkill CLIBrowser agentsCLI

Install decision

Command
npx skills add ScrapingBee/google-reviews-scraper
Policy
review
Human review
yes

Trust and risk

Trust
65/100
Audit
75/100
Risk level
Needs review

Outcome loop

Endpoint
/api/agent/outcome
Event ID
resolve
Outcomes
5

Install command

npx skills add ScrapingBee/google-reviews-scraper
Public auditEval reportResolve APIInstall handoff

Do not use when

  • teams that need a vendor-supported SLA
  • high-compliance environments without internal security review
  • No major risk signals from current metadata
  • License is unclear
  • Quality score needs review

Alternative

Google Maps Scraper

2.8K stars

npx skills add omkarcloud/google-maps-scraper

Alternative

YALC The GTM Operating System

238 stars

npx skills add Othmane-Khadri/YALC-the-GTM-operating-system

Alternative

Claude Linkedin Assistant

180 stars

npx skills add FarzamHejaziK/claude-linkedin-assistant

Alternative

Google Maps Reviews Scraper

175 stars

npx skills add omkarcloud/google-maps-reviews-scraper

Agent safety v2

55/100 · Review before 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

Browser automation

Skill may drive a browser or interact with web pages.

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.

  • License is unclear

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 ScrapingBee/google-reviews-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%20Reviews%20Scraper%20for%20an%20agent%20workflow&agent=codex&max_risk=medium

Resolve text

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

Install handoff

/api/skills/scrapingbee-google-reviews-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 Reviews Scraper in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Google%20Reviews%20Scraper%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/scrapingbee-google-reviews-scraper/install
Install command: npx skills add ScrapingBee/google-reviews-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/scrapingbee-google-reviews-scraper/install

LLM text format

/api/skills/scrapingbee-google-reviews-scraper/install?format=text

Find alternatives

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

Agent prompt

Use Google Reviews Scraper for this task. Review https://www.openagentskill.com/api/skills/scrapingbee-google-reviews-scraper/install, then install with: npx skills add ScrapingBee/google-reviews-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/scrapingbee-google-reviews-scraper

LLM text

/api/registry/manifest/scrapingbee-google-reviews-scraper?format=text

Install alias

/api/registry/install/scrapingbee-google-reviews-scraper

Recommend

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

Agent fit

67/100

Web scraping

Use-case tags

Web scrapingCoding agentsWorkflow automation

Platforms

Sales Automation, Claude Code, Browser agents

Audit report

Needs review · 75/100

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

View audit reportView eval report

Agent decision cockpit

Fallback candidate for Web scraping

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

67
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
  • builders willing to evaluate younger projects

Evidence

  • recent repository activity
  • install command or GitHub repo available
  • 68/100 quality profile
  • 1 OpenAgentSkill engagement events

Review first

  • No major risk signals from current metadata

Implementation path

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

Trust profile

Sandbox only

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

65
Trust score

GitHub adoption

INFO

381 GitHub stars

Stars/forks activity

CHECK

381 stars, 1 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

4mo since push

License clarity

CHECK

Unknown

Good signals

  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Install command has no obvious high-risk pattern
  • Outcome loop is ready but needs first real agent run

Review before install

  • License is unclear
  • Quality score needs review
  • Stars/forks activity: 381 stars, 1 forks; issue activity unavailable in current metadata
  • License clarity: Unknown
  • No real agent outcome reports yet
  • Human review required before unattended installation

Recommended action

Run only in a sandbox and compare close alternatives before using it for real work.

Quality profile

Promising candidate for agent workflows

Useful candidate, but compare it with alternatives before adopting.

68
GitHub stars
381
Freshness
4mo ago
Install ready
Yes
License
Unknown

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.

Automate repeated work

Workflow automation

I need my agent to automate a repeated workflow across tools and files.

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.

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.

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.

Alternative shortlist

Compare before you install

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

Compare all

Google Maps Scraper

Google Maps Scraper & Lead Generation Tool. Extract 50+ data points including business emails, phone numbers, and social profiles. Includes enrichment features, API access, and no recurring fees

Adopt
Ready100
Quality100
Stars2.8K

YALC The GTM Operating System

AI-native GTM operating system. CLI-first. Open source Clay alternative.

Shortlist
Ready80
Quality81
Stars238

Claude Linkedin Assistant

Minimal Claude Code workspace for tracking jobs + sending first-DM LinkedIn outreach via the Claude in Chrome extension. Tracker CRUD, job discovery, and 1st-degree-only outreach. Reply handling, follow-ups, and applications stay manual.

Shortlist
Ready79
Quality80
Stars180

Google Maps Reviews Scraper

✨ Effortlessly extract valuable insights from Google Maps reviews with our Google Maps Reviews Scraper. Uncover customer sentiments, trends, and more! ✨

Shortlist
Ready73
Quality74
Stars175

Overview

Google Reviews API integration and scalable Google Reviews Scraper for extracting ratings, review text, and business insights from Google Maps using a structured Google Review API.

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

sales-automationFULL

Technical Details

Version
1.0.0
License
Unknown
Last Updated
6/21/2026
Published
6/21/2026

Frameworks & Tools

Sales Automation

Decision snapshot

Fallback candidate

67
Ready
Prototype
Stage

recent repository activity

Audit snapshot

Install review

Install and adoption review

75
Needs review
Security
79/100
Maintenance
76/100
Install
92/100
Open full auditOpen eval report

Agent-proven evidence

Agent Proven evidence

Outcome reports after resolve, review, install, and one narrow run.

0
Proven
Needs first agent runAuto-install: review firstLast: Unknown
Success rate
—
Recent failure
—
Outcomes
0
Output quality
—
Failed
0
Not relevant
0
Installs
0
Risk blocked
0
Setup needed
0
Production
0

No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.

Agent-Proven rankingOutcome contract

Install

Add to agent workflow

Free and open source. Review the audit before production use.

Compare AlternativesAuto-resolve PlanView on GitHubDocumentation

Growth loop

Share kit

X

Scenario-led draft for Google Reviews Scraper, ready for a manual X post.

Curator note
Most web agents fail in the boring part: messy pages, missing context, repeatable extraction.

Google Reviews Scraper gives agents a cleaner path to browse, extract, and monito...

381 stars

https://www.openagentskill.com/skills/scrapingbee-google-reviews-scraper?ref=x
#AIAgents
Open X draft
Optional reply with install command
Listing + install path for Google Reviews Scraper:
https://www.openagentskill.com/skills/scrapingbee-google-reviews-scraper?ref=x

Install: npx skills add ScrapingBee/google-reviews-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.

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 ScrapingBee 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/scrapingbee-google-reviews-scraper)](https://www.openagentskill.com/skills/scrapingbee-google-reviews-scraper)
Preview badgeAudit badge

Author

S

ScrapingBee

@scrapingbee

Tags

lead-generationsalesautomationbrowser-commercedata-extractiondata-parsinggoogle-rating-apigoogle-ratingsgoogle-review-scrapergoogle-reviews

Platform Fit

Claude CodeBrowser agents

Health Signals

GitHub stars
381
Quality score
45/100
Last GitHub push
Feb 20, 2026
Framework hints
1
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

Sandbox only

65
  • GitHub adoption381 GitHub starsINFO
  • Stars/forks activity381 stars, 1 forks; issue activity unavailable in current metadataCHECK
  • Recent maintenance4mo since pushINFO
  • License clarityUnknownCHECK
  • README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
  • Dependency/runtime risknetwork or browser surfacePASS

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