Skill comparison
Compare agent skills before installing.
Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.
Comparing 1 skill
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
MemGraphRAG is the strongest overall pick here because it has a 76/100 readiness score and fits RAG and knowledge.
Strongest overall
MemGraphRAG
Shortlist this skill and compare it with close alternatives before production adoption.
Fastest prototype
MemGraphRAG
Best first install candidate based on install readiness and adoption.
Freshest repo
MemGraphRAG
Most recent maintenance signal among this shortlist.
| Signal | MemGraphRAG [KDD 2026] MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation |
|---|---|
| Quality | 77/100 Strong |
| Decision verdict | 76/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. |
| Adoption | 102 stars 0 installs |
| Freshness | Jun 20, 2026 |
| Use-case fit | |
| Stack fit | |
| Platform hints | Python, RAG, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for | RAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add XMUDeepLIT/MemGraphRAG |