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.
mcp-context-forge
IBM/mcp-context-forge · Score 79
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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
coolify-mcp
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
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
mcp-context-forge
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, broad permissions, shell without guardrails
| Dimension | mcp-for-argocd | coolify-mcp | mcp-integration | mcp-context-forge |
|---|---|---|---|---|
| SAS-v2.1 pre-install audit | ||||
Threat tags | unexpected code execution, data exfiltration, memory context poisoning | unexpected code execution, data exfiltration, memory context poisoning | data exfiltration, memory context poisoning, human approval gap | 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, network without allowlist | missing license, broad permissions, shell without guardrails |
Evidence confidence | 67% | 67% | 65% | 67% |
| Source & provenance | ||||
Provenance | argoproj-labs/mcp-for-argocd | StuMason/coolify-mcp | anthropics/claude-code/tree/main/plugins/plugin-dev/skills/mcp-integration | IBM/mcp-context-forge |
Freshness | 2026-03-26 | 2026-04-08 | 2026-02-04 | 2026-04-08 |
| Risk & trust | ||||
Audit signals | No explicit signals | No explicit signals | network access | No explicit signals |
Permission hints | repository clone, local runtime dependencies | repository clone, local runtime dependencies | registry access, remote metadata pull, runtime dependencies may be required | repository clone, local runtime dependencies |
| Install & compatibility | ||||
Supported tools | Universal | Universal | Claude, Codex, Cursor, Universal | Universal |
Install method | script-backed | script-backed | registry-install | script-backed |
Install friction | ||||
| Community | ||||
Stars | 392 | 297 | 65.5K | 3.5K |
40 |
40 |
50 |
40 |
