Kubeshark
Repository: kubeshark
Author: kubeshark · Source status: Clear source
eBPF-powered network observability for Kubernetes.
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
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
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
skillhub
Execution risk:High
Threat tags:unexpected code execution, data exfiltration, human approval gap
Control gaps:missing license, broad permissions, shell without guardrails
mcp-integration
Execution risk:High
Threat tags:data exfiltration, memory context poisoning, human approval gap
Control gaps:missing license, broad permissions, network without allowlist
| Dimension | mcp-for-argocd | skillhub | mcp-integration |
|---|---|---|---|
| SAS-v2.1 pre-install audit | |||
Threat tags | unexpected code execution, data exfiltration, memory context poisoning | unexpected code execution, data exfiltration, human approval gap | data exfiltration, memory context poisoning, human approval gap |
Control gaps | missing license, broad permissions, shell without guardrails | missing license, broad permissions, shell without guardrails | missing license, broad permissions, network without allowlist |
Evidence confidence | 67% | 67% | 65% |
| Source & provenance | |||
Provenance | argoproj-labs/mcp-for-argocd | iflytek/skillhub | anthropics/claude-code/tree/main/plugins/plugin-dev/skills/mcp-integration |
Freshness | 2026-03-26 | 2026-04-10 | 2026-02-04 |
| Risk & trust | |||
Audit signals | No explicit signals | No explicit signals | network access |
Permission hints | repository clone, local runtime dependencies | repository clone, local runtime dependencies | registry access, remote metadata pull, runtime dependencies may be required |
| Install & compatibility | |||
Supported tools | Universal | Universal | Claude, Codex, Cursor, Universal |
Install method | script-backed | script-backed | registry-install |
Install friction | |||
| Community | |||
Stars | 392 | 2.4K | 65.5K |
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
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
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50 |