Instagram Hashtag Scraper
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 risk signals · Universal
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.
SAS-v2.1 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 risk signals · Universal
Search to add skills, or paste 2–4 comma-separated slugs.
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
Audit score, evidence confidence, trust score, 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
AI Product Comparison Skill
Execution risk:High
Threat tags:unexpected code execution, identity privilege abuse, data exfiltration
Control gaps:missing license, broad permissions, shell without guardrails
scraper-mcp
Execution risk:High
Threat tags:unexpected code execution, identity privilege abuse, data exfiltration
Control gaps:missing license, broad permissions, shell without guardrails
| Dimension | BotD | AI Product Comparison Skill | scraper-mcp |
|---|---|---|---|
| SAS-v2.1 pre-install audit | |||
Audit grade | C · Review first | C · Review first | D · Limited evidence |
Execution risk | High | High | High |
Threat tags | unexpected code execution, data exfiltration, human approval gap | unexpected code execution, identity privilege abuse, data exfiltration | unexpected code execution, identity privilege abuse, data exfiltration |
Control gaps | broad permissions, shell without guardrails, network without allowlist | missing license, broad permissions, shell without guardrails | missing license, broad permissions, shell without guardrails |
Permission summary | Permission review, Network, Command | Permission review, Network, Secrets, Command | Permission review, Network, Secrets, Command |
Evidence confidence | 67% | 67% | 69% |
| Source & provenance | |||
Provenance | fingerprintjs/BotD | openclaw/skills | jessaminesimple608/scraper-mcp |
Category | Web & Automation | Web & Automation | Web & Automation |
Freshness | |||
| Risk & trust | |||
Trust score | 82 | 85 | 82 |
Audit signals | No explicit signals | needs credentials, network access, runs shell, writes files | needs credentials, network access |
| Install & compatibility | |||
Supported tools | Universal | Universal | Universal |
Install method | script-backed | script-backed | script-backed |
Install friction | |||
| Community | |||
Stars | 1.4K | 0 | 3 |
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 · Low risk signals · Universal
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 risk signals · Universal
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 risk signals · Universal
2026-03-29 |
2026-04-02 |
2026-04-07 |
Permission hints |
|---|
repository clone, local runtime dependencies |
verify source provenance before install |
repository clone, local runtime dependencies |
40 |
65 |
55 |