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: 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 · Low risk signals · Universal
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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
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
mcp-for-argocd
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, broad permissions, shell without guardrails
kubeshark
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, broad permissions, shell without guardrails
devopness
Execution risk：High
Threat tags：prompt injection, tool poisoning, unexpected code execution
Control gaps：missing license, broad permissions, shell without guardrails
| Dimension | mcp-for-argocd | kubeshark | devopness |
|---|---|---|---|
| SAS-v2.1 pre-install audit | |||
Threat tags | unexpected code execution, data exfiltration, memory context poisoning | unexpected code execution, data exfiltration, memory context poisoning | prompt injection, tool poisoning, unexpected code execution |
| Source & provenance | |||
Provenance | argoproj-labs/mcp-for-argocd | kubeshark/kubeshark | devopness/devopness |
Freshness | 2026-03-26 | 2026-04-07 | 2026-04-08 |
| Risk & trust | |||
Audit signals | No explicit signals | network access | No explicit signals |
| Community | |||
Stars | 392 | 11.9K | 367 |
Repository: claude-code
Author: anthropics · Source status: Clear source
This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context Protocol", "connect external service", mentions "${CLAUDE_PLUGIN_ROOT}
Score basis：Clear source · High risk signals · Claude
Repository: devspace
Author: devspace-sh · Source status: Clear source
DevSpace - The Fastest Developer Tool for Kubernetes ⚡ Automate your deployment workflow with DevSpace and develop software directly inside Kubernetes.
Score basis：Clear source · Low risk signals · Universal
Repository: mcp-context-forge
Author: IBM · Source status: Clear source
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management.
Score basis：Clear source · Low risk signals · Universal
