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: Instagram-Hashtag-Scraper
Author: youmeat6678 · Source status: Clear source
A Python project for scraping Instagram posts based on specific hashtags.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
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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
BotD
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：broad permissions, shell without guardrails, network without allowlist
agent-browser
Execution risk：High
Threat tags：data exfiltration, human approval gap
Control gaps：missing license, broad permissions, network without allowlist
Playwright (Automation + MCP + Scraper)
Execution risk：High
Threat tags：unexpected code execution, identity privilege abuse, data exfiltration
Control gaps：missing repo, missing license, broad permissions
| Dimension | BotD | agent-browser | Playwright (Automation + MCP + Scraper) |
|---|---|---|---|
| Pre-install decision | |||
Pre-install score | 82 · Manual review | 79 · Manual review | 80 · Evidence missing |
Score basis | Clear source, High execution risk, Universal | Clear source, High execution risk, Claude | Source needs review, High execution risk, Claude |
Execution risk | High | High | High |
Threat tags | unexpected code execution, data exfiltration, human approval gap | data exfiltration, human approval gap | unexpected code execution, identity privilege abuse, data exfiltration |
Control gaps | broad permissions, shell without guardrails, network without allowlist | missing license, broad permissions, network without allowlist | missing repo, missing license, broad permissions |
Permission summary | Permission review, Network, Command | Network, Command | Permission review, Network, Secrets, Command |
Evidence completeness | 67% | 64% | 69% |
| Source & provenance | |||
Provenance | fingerprintjs/BotD | vercel-labs/agent-browser/tree/main/skills/agent-browser | Source needs review |
Category | Web & Automation | Web & Automation | Web & Automation |
Freshness | |||
| Risk & permission signals | |||
Audit signals | No explicit signals | No explicit signals | needs credentials, network access, runs shell, writes files |
Permission hints | repository clone, local runtime dependencies | registry access, remote metadata pull, runtime dependencies may be required | review skill metadata before install, check required credentials in skill docs, requires local binaries: node, npx |
| Install & compatibility | |||
Supported tools | Universal | Claude, Codex, Cursor, Universal | Codex, OpenClaw, Claude, Cursor, Universal |
Install method | script-backed | registry-install | instruction-only |
Install friction | |||
| Community | |||
Stars | 1.4K | 13.4K | 80 |
Repository: mcp-perf-suite
Author: canyonlabz · Source status: Clear source
A modular MCP server suite for performance‑testing workflows: generate JMeter scripts from browser automation, manage and run load tests, ingest and correlate metrics from APM tools using temporal correlation analysis, a
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
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: udemy-courses
Author: orassayag · Source status: Clear source
A Node.js and Puppeteer.js automation tool that discovers and enrolls in free Udemy courses using coupon codes from coupon sites.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
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%
2026-03-29 |
2026-02-04 |
2026-03-12 |
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