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: coolify-mcp
Author: StuMason · Source status: Clear source
MCP server for Coolify — 38 optimized tools for managing self-hosted PaaS through AI assistants Topics: ai, claude, coolify, deployment, devops, infrastructure, mcp, model-context-protocol, paas, self-hosted, typescript.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
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
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
certctl
Execution risk：High
Threat tags：unexpected code execution, identity privilege abuse, data exfiltration
Control gaps：missing license, broad permissions, shell without guardrails
git-commit
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
ansible
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
| Dimension | certctl | git-commit | ansible |
|---|---|---|---|
| Pre-install decision | |||
Pre-install score | 79 · Manual review | 79 · Manual review | 92 · Manual review |
Score basis | Clear source, High execution risk, Universal | Clear source, High execution risk, Claude | Clear source, High execution risk, Universal |
Execution risk | High | High | High |
Threat tags | unexpected code execution, identity privilege abuse, data exfiltration | unexpected code execution, data exfiltration, human approval gap | unexpected code execution, data exfiltration, human approval gap |
Control gaps | missing license, broad permissions, shell without guardrails | missing license, broad permissions, shell without guardrails | missing license, broad permissions, shell without guardrails |
Permission summary | Permission review, Network, Secrets, Command | Permission review, Network, Command | Permission review, Network, Command |
Evidence completeness | 67% | 65% | 65% |
| Source & provenance | |||
Provenance | shankar0123/certctl | github/awesome-copilot/tree/main/skills/git-commit | ansible/ansible |
Category | Operations & Infra | Operations & Infra | Agent & Tools |
Freshness | |||
| Risk & permission signals | |||
Audit signals | network access | runs shell, writes files | metadata-only |
Permission hints | repository clone, local runtime dependencies | registry access, remote metadata pull, runtime dependencies may be required | repository clone |
| Install & compatibility | |||
Supported tools | Universal | Claude, Codex, Cursor, Universal | Universal |
Install method | script-backed | registry-install | script-backed |
Install friction | |||
| Community | |||
Stars | 286 | 20.6K | 68.4K |
Repository: build-tools-for-vmware-aria
Author: vmware · Source status: Clear source
Build Tools for VMware Aria provides development and release management tools for implementing automation solutions based on the VMware Aria Suite and VMware Cloud Director.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 65%
Repository: kubeshark
Author: kubeshark · Source status: Clear source
eBPF-powered network observability for Kubernetes.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
Repository: Reach
Author: alexandrosnt · Source status: Clear source
A modern, cross-platform SSH client and remote server management tool.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
Repository: mcpcan
Author: Kymo-MCP · Source status: Clear source
MCPCAN is a centralized management platform for MCP services.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
2026-04-08 |
2026-02-04 |
2026-04-14 |
40 |
60 |
75 |
