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: mcp-ssh-manager
Author: bvisible · Source status: Clear source
MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoring Topics: anthropic, automation, backup, claude-code, database, deploymen
Score basis：Clear source · High execution risk · Universal · Evidence completeness 65%
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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
Reach
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
skill-seekers
Execution risk：High
Threat tags：unexpected code execution, identity privilege abuse, data exfiltration
Control gaps：missing license, broad permissions, shell without guardrails
AGiXT
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, broad permissions, shell without guardrails
| Dimension | Reach | skill-seekers | AGiXT |
|---|---|---|---|
| Pre-install decision | |||
Pre-install score | 81 · Manual review | 88 · Evidence missing | 79 · 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, data exfiltration, human approval gap | unexpected code execution, identity privilege abuse, data exfiltration | unexpected code execution, data exfiltration, memory context poisoning |
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, Command | Permission review, Network, Secrets, Command | Permission review, Network, Command |
Evidence completeness | 67% | 71% | 67% |
| Source & provenance | |||
Provenance | alexandrosnt/Reach | openclaw/skills | Josh-XT/AGiXT |
Category | Operations & Infra | Dev & Engineering | Operations & Infra |
Freshness | |||
| Risk & permission signals | |||
Audit signals | writes files | needs credentials, network access, runs shell, writes files | runs shell |
Permission hints | repository clone, local runtime dependencies | verify source provenance before install | repository clone, local runtime dependencies |
| Install & compatibility | |||
Supported tools | Universal | Claude, Cursor, Windsurf | Universal |
Install method | script-backed | script-backed | script-backed |
Install friction | |||
| Community | |||
Stars | 7 | 0 | 3.2K |
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%
Repository: docker-selenium
Author: SeleniumHQ · Source status: Clear source
Provides a simple way to run Selenium Grid with Chrome, Firefox, and Edge using Container Platform, making it easier to perform browser automation at scale Topics: containerization, devops, distributed-systems, docker, d
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
Repository: certctl
Author: shankar0123 · Source status: Clear source
Self-hosted certificate lifecycle automation platform.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
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%
2026-04-03 |
2026-04-04 |
2026-04-03 |
40 |
65 |
50 |
