Compare skills
Pick 2–4 skills and compare what really matters: fit, risk, install effort, and community signal.
Comparison matrix
Highlights show current best; tooltip explains diff/best rules.
Score-basis diff rules / risk tag notes
Start with the matrix. Open this section when you need to understand audit grades, top threats, control gaps, and best-value highlights.
Suggested baseline
Repository: scraper-mcp
Author: jessaminesimple608 · Source status: Clear source
🌐 Streamline web scraping with Scraper MCP, a server that optimizes content for AI by filtering data and reducing token usage for LLMs.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 69%
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How differences are detected
A row is marked different when selected skills have distinct values. Only-differences mode hides rows that are identical.
How best values are highlighted
Pre-install score, evidence completeness, and community signal prefer higher values; execution risk and install friction prefer lower values.
How to read risk tags
Risk tags come from SAS-v2.1 public-evidence signals and point to command, network, secret, context, or supply-chain items to review before install.
Selected audit signals
crw
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
YouTube Watcher
Execution risk：High
Threat tags：unexpected code execution, identity privilege abuse, data exfiltration
Control gaps：missing repo, missing license, broad permissions
Ai-Resume-Analyzer
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
| Dimension | crw | YouTube Watcher | Ai-Resume-Analyzer |
|---|---|---|---|
| Pre-install decision | |||
Pre-install score | 81 · Manual review | 79 · Evidence missing | 82 · Manual review |
Score basis | Clear source, High execution risk, Universal | Source needs review, High execution risk, Claude | Clear source, High execution risk, Universal |
Threat tags | unexpected code execution, data exfiltration, human approval gap | unexpected code execution, identity privilege abuse, data exfiltration | unexpected code execution, data exfiltration, human approval gap |
Control gaps | missing license, broad permissions, shell without guardrails | missing repo, missing license, broad permissions | missing license, broad permissions, shell without guardrails |
Permission summary | Permission review, Network, Command | Permission review, Network, Secrets, Command | Permission review, Network, Command |
Evidence completeness | 67% | 67% | 65% |
| Source & provenance | |||
Provenance | us/crw | Source needs review | SagarBiswas-MultiHAT/Ai-Resume-Analyzer |
Freshness | 2026-04-08 | 2026-01-25 | 2026-02-25 |
| Risk & permission signals | |||
Audit signals | network access | needs credentials, network access, runs shell, writes files | network access, writes files |
Permission hints | repository clone, local runtime dependencies | review skill metadata before install, check required credentials in skill docs, requires local binaries: yt-dlp | repository clone, local runtime dependencies |
| Install & compatibility | |||
Supported tools | Universal | Codex, OpenClaw, Claude, Cursor, Universal | Universal |
Install friction | 40 | 65 | 40 |
| Community | |||
Stars | 38 | 252 | 13 |
Repository: awesome-copilot
Author: github · Source status: Clear source
Comprehensive guide for creating professional UI/UX designs in Penpot using MCP tools.
Score basis：Clear source · High execution risk · Claude · Evidence completeness 65%
Repository: crawlee
Author: apify · Source status: Clear source
Crawlee—A web scraping and browser automation library for Node.js to build reliable crawlers.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 68%
Repository: chatgpt-scraper
Author: daily-coding-problem · Source status: Clear source
A Selenium-based ChatGPT interaction automation tool.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
Repository: plaidify
Author: meetpandya27 · Source status: Clear source
Open-source API for authenticated web data extraction.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
