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Install in OpenClaw
/install scrapling-mcp
Description
Advanced web scraping with Scrapling — MCP-native guidance for extraction, crawling, and anti-bot handling. Use via mcporter (MCP) to call the `scrapling` MC...
Usage Guidance
This skill appears to be a legitimate guidance layer + helper scripts for using Scrapling via MCP. Before installing/using it: 1) Verify you have permission to scrape target sites — do not use stealth or proxy rotation to evade protections, bypass paywalls, or access private data. 2) Inspect any proxy strings or Authorization headers you paste into configs; never store real credentials in public places. 3) The skill instructs installing third‑party packages (scrapling, playwright) — prefer installing those into a controlled virtualenv. 4) The SKILL.md links refer to GitHub repos/docs; confirm those projects are the official upstream sources you expect. If you need higher assurance, request the upstream package source and a checksum for the scrapling wheel or review the pip package metadata before installing.
Capability Analysis
Type: OpenClaw Skill
Name: scrapling-mcp
Version: 0.1.2
The skill bundle provides comprehensive guidance and utility scripts for the Scrapling library, focusing on web scraping and MCP integration. It includes features for handling dynamic content, anti-bot bypass (e.g., Cloudflare), and proxy rotation, which are standard for advanced scraping tools. The bundle includes explicit ethical guardrails in SKILL.md and the scripts (scrapling_scrape.py, scrapling_smoke_test.py) are legitimate helpers for the library's documented functionality without any evidence of malicious intent or data exfiltration.
Capability Assessment
Purpose & Capability
Name/description (Scrapling MCP guidance) align with the provided files and instructions: SKILL.md, reference docs, and helper scripts all focus on scraping, MCP setup, fetcher selection, spiders, proxies and anti-bot handling. No unrelated env vars, binaries, or platform access are requested.
Instruction Scope
Runtime instructions and examples legitimately show installing scrapling/playwright, configuring an MCP server, calling mcporter, and using fetcher/stealthy/dynamic modes. The instructions include explicit guidance and examples for proxy rotation and 'solve_cloudflare' / stealthy fetchers; those are coherent for advanced scraping but can enable bypassing anti-bot measures if used without authorization — the docs repeatedly note 'use only when authorized', which mitigates but does not remove misuse risk.
Install Mechanism
No install specification is included in the registry (instruction-only). The SKILL.md instructs pip installs from known packages (scrapling, playwright) and to run playwright install; helper scripts are shipped with the skill but there is no downloader or remote install URL that would write arbitrary code at runtime.
Credentials
The skill declares no required environment variables, no primary credential, and no config-path requirements. Example snippets show proxy URLs (including username:password examples) and an example API Authorization header in a recipe — these are examples only and not requested by the skill; exercise caution when inserting real credentials into proxy strings or requests.
Persistence & Privilege
The skill is not marked always:true and does not request persistent or cross-skill configuration changes. It does not attempt to modify other skills or system-wide settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install scrapling-mcp - After installation, invoke the skill by name or use
/scrapling-mcp - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.2
Docs: add source repo link
v0.1.1
Docs: position as canonical Scrapling MCP skill (no fork wording)
v0.1.0
Fork + rename: publish as scrapling-mcp
Metadata
Frequently Asked Questions
What is Scrapling MCP?
Advanced web scraping with Scrapling — MCP-native guidance for extraction, crawling, and anti-bot handling. Use via mcporter (MCP) to call the `scrapling` MC... It is an AI Agent Skill for Claude Code / OpenClaw, with 405 downloads so far.
How do I install Scrapling MCP?
Run "/install scrapling-mcp" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Scrapling MCP free?
Yes, Scrapling MCP is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Scrapling MCP support?
Scrapling MCP is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Scrapling MCP?
It is built and maintained by Burak (@devbd1); the current version is v0.1.2.
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