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: Create-MCP
Author: AnnieBabs · Source status: Clear source
🚀 Generate and extend production-ready Model Context Protocol (MCP) servers with a modern CLI tool that showcases all MCP features in one cohesive example.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
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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
precision-medicine-mcp
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
Icebreaker Openers. 破冰。Rompehielos.
Execution risk：High
Threat tags：prompt injection, tool poisoning, unexpected code execution
Control gaps：missing license, broad permissions, shell without guardrails
Redox
Execution risk：High
Threat tags：unexpected code execution, identity privilege abuse, data exfiltration
Control gaps：missing license, broad permissions, shell without guardrails
| Dimension | precision-medicine-mcp | Icebreaker Openers. 破冰。Rompehielos. | Redox |
|---|---|---|---|
| Pre-install decision | |||
Pre-install score | 82 · Manual review | 85 · Evidence missing | 85 · Manual review |
Score basis | Clear source, High execution risk, Universal | Clear source, High execution risk, Claude | Clear source, High execution risk, Universal |
Threat tags | unexpected code execution, data exfiltration, human approval gap | prompt injection, tool poisoning, unexpected code execution | unexpected code execution, identity privilege abuse, data exfiltration |
Permission summary | Permission review, Network, Command | Permission review, Network, Secrets, Command | Permission review, Network, Secrets, Command |
Evidence completeness | 65% | 69% | 67% |
| Source & provenance | |||
Provenance | lynnlangit/precision-medicine-mcp | openclaw/skills | openclaw/skills |
Category | Integrations & Connectors | Integrations & Connectors | Productivity & Docs |
Freshness | |||
| Risk & permission signals | |||
Audit signals | No explicit signals | needs credentials, network access, runs shell, writes files | needs credentials, network access, runs shell, writes files |
Permission hints | repository clone, local runtime dependencies | verify source provenance before install | verify source provenance before install |
| Install & compatibility | |||
Supported tools | Universal | Claude, OpenClaw | Universal |
Install friction | 40 | 65 | 65 |
| Community | |||
Stars | 12 | 0 | 0 |
Repository: mcp-sequentialthinking-tools
Author: spences10 · Source status: Clear source
🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
Repository: indonesia-gov-apis
Author: suryast · Source status: Clear source
🇮🇩 50+ Indonesian Government APIs & Data Sources — BPS, OJK, BPJPH, BPOM, Bank Indonesia, IDX, BMKG + MCP servers.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 65%
Repository: openclaw-telemetry
Author: knostic · Source status: Clear source
Telemetry for OpenClaw - Captures tool calls, LLM usage, agent lifecycle, and message events.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
Repository: awesome-copilot
Author: github · Source status: Clear source
Generate complete Power Platform custom connector with MCP integration for Copilot Studio - includes schema generation, troubleshooting, and validation
Score basis：Clear source · High execution risk · Claude · Evidence completeness 65%
Repository: UnrealGenAISupport
Author: prajwalshettydev · Source status: Clear source
Unreal Engine plugin for LLM/GenAI models & MCP UE5 server.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 65%
2026-04-08 |
2026-04-01 |
2026-04-03 |
