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: 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%
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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
LibreChat
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
1Panel
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, human approval gap
Control gaps：missing license, broad permissions, shell without guardrails
pathway
Execution risk：High
Threat tags：unexpected code execution, data exfiltration, memory context poisoning
Control gaps：missing license, broad permissions, shell without guardrails
| Dimension | LibreChat | 1Panel | pathway |
|---|---|---|---|
| Pre-install decision | |||
Pre-install score | 67 · Manual review | 67 · Manual review | 65 · Manual review |
Score basis | Clear source, High execution risk, Universal | Clear source, High execution risk, Universal | Clear source, High execution risk, Universal |
Execution risk | High | High | High |
Threat tags | unexpected code execution, data exfiltration, human approval gap | unexpected code execution, data exfiltration, 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, shell without guardrails |
Permission summary | Permission review, Network, Command | Permission review, Network, Command | Permission review, Network, Command |
Evidence completeness | 65% | 65% | 67% |
| Source & provenance | |||
Provenance | danny-avila/LibreChat | 1Panel-dev/1Panel | pathwaycom/pathway |
Category | Integrations & Connectors | Agent & Tools | Automation & Workflows |
Freshness | |||
| Risk & permission signals | |||
Audit signals | No explicit signals | metadata-only | metadata-only |
Permission hints | repository clone, local runtime dependencies | repository clone | repository clone |
| Install & compatibility | |||
Supported tools | Universal | Universal | Universal |
Install method | script-backed | script-backed | script-backed |
Install friction | |||
| Community | |||
Stars | 35.4K | 35K | 63.5K |
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%
Repository: rag_api
Author: danny-avila · Source status: Clear source
ID-based RAG FastAPI: Integration with Langchain and PostgreSQL/pgvector
Score basis：Clear source · High execution risk · Universal · Evidence completeness 67%
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: free-crypto-news
Author: nirholas · Source status: Clear source
Free crypto news API - real-time aggregator for Bitcoin, Ethereum, DeFi, Solana & altcoins.
Score basis：Clear source · High execution risk · Universal · Evidence completeness 69%
2026-04-08 |
2026-04-14 |
2026-04-14 |
40 |
75 |
75 |
