Playwright Scraper
by dennisgl
Leverage advanced web scraping in Node.js using Playwright and BeautifulSoup for robust JavaScript web scraping and cont
What it does
Scrapes web content from JavaScript-heavy sites using Playwright browser automation and converts it to clean Markdown format.
About
Playwright Scraper is a community-built MCP server published by dennisgl that provides AI assistants with tools and capabilities via the Model Context Protocol. Leverage advanced web scraping in Node.js using Playwright and BeautifulSoup for robust JavaScript web scraping and cont It is categorized under search web. This server exposes 1 tool that AI clients can invoke during conversations and coding sessions.
How to install
You can install Playwright Scraper in your AI client of choice. Use the install panel on this page to get one-click setup for Cursor, Claude Desktop, VS Code, and other MCP-compatible clients. This server runs locally on your machine via the stdio transport.
License
Apache-2.0
Playwright Scraper is released under the Apache-2.0 license. This is a permissive open-source license, meaning you can freely use, modify, and distribute the software.
Readme
Frequently Asked Questions
- What is the Playwright Scraper MCP server?
- Playwright Scraper is a Model Context Protocol (MCP) server profile on explainx.ai. MCP lets AI hosts (e.g. Claude Desktop, Cursor) call tools and resources through a standard interface; this page summarizes categories, install hints, and community ratings.
- How do MCP servers relate to agent skills?
- Skills are reusable instruction packages (often SKILL.md); MCP servers expose live capabilities. Teams frequently combine both—skills for workflows, MCP for APIs and data. See explainx.ai/skills and explainx.ai/mcp-servers for parallel directories.
- How are reviews shown for Playwright Scraper?
- This profile displays 46 aggregated ratings (sample rows for discoverability plus signed-in user reviews). Average score is about 4.8 out of 5—verify behavior in your own environment before production use.
Use Cases
Web Research & Information Gathering
Fetch and extract information from websites automatically
Example
Research competitor pricing, scrape product reviews, monitor news mentions
Automate 5-10 hours/week of manual web research
Content Monitoring & Alerts
Track website changes, new content, price updates
Example
Monitor competitor blog for new posts, track stock availability, watch for pricing changes
Stay informed without manual checking, never miss important updates
Data Extraction & Aggregation
Extract structured data from multiple websites
Example
Compile product listings from 10 e-commerce sites, aggregate job postings, collect real estate data
Build datasets 100x faster than manual copying
Build agents that actually work
Hands-on bootcamps on MCP, tool use, and multi-agent architectures — taught by practitioners.
Discussion
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Ratings
4.8★★★★★46 reviews- ★★★★★Mia Liu· Dec 8, 2024
We evaluated Playwright Scraper against two servers with overlapping tools; this profile had the clearer scope statement.
- ★★★★★Rahul Santra· Nov 27, 2024
Playwright Scraper has been reliable for tool-calling workflows; the MCP profile page is a good permalink for internal docs.
- ★★★★★Arya Lopez· Nov 27, 2024
I recommend Playwright Scraper for teams standardizing on MCP; the explainx.ai page compares cleanly with sibling servers.
- ★★★★★Pratham Ware· Oct 18, 2024
According to our notes, Playwright Scraper benefits from clear Model Context Protocol framing — fewer ambiguous “AI plugin” claims.
- ★★★★★Arjun Gill· Oct 18, 2024
Strong directory entry: Playwright Scraper surfaces stars and publisher context so we could sanity-check maintenance before adopting.
- ★★★★★Ava Sethi· Sep 21, 2024
Playwright Scraper reduced integration guesswork — categories and install configs on the listing matched the upstream repo.
- ★★★★★Yash Thakker· Sep 13, 2024
We wired Playwright Scraper into a staging workspace; the listing’s GitHub and npm pointers saved time versus hunting across READMEs.
- ★★★★★Kwame Zhang· Sep 9, 2024
Strong directory entry: Playwright Scraper surfaces stars and publisher context so we could sanity-check maintenance before adopting.
- ★★★★★Dev Malhotra· Sep 9, 2024
Useful MCP listing: Playwright Scraper is the kind of server we cite when onboarding engineers to host + tool permissions.
- ★★★★★Soo Gonzalez· Sep 5, 2024
We wired Playwright Scraper into a staging workspace; the listing’s GitHub and npm pointers saved time versus hunting across READMEs.
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