Skill audit report

Memgraph Audit report.

High-performance open-source in-memory graph database for GraphRAG, AI memory, agentic AI, and real-time graph analytics. Cypher-compatible, built in C++.

REVIEWEDREVIEWSafe to tryGenerated Aug 22, 2026Heuristic metadata audit
89
Audit
85
Trust
97
Quality
81
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

85
Strong shortlist

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

PASS

86

4.3K GitHub stars

Stars/forks activity

INFO

77

4.3K stars, 248 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

1mo since push

License clarity

WARN

42

Unknown

README/SKILL.md completeness

PASS

90

Metadata includes enough usage and workflow context

Dependency/runtime risk

PASS

82

database surface

Install availability

PASS

92

npx skills add memgraph/memgraph

Install command safety

PASS

92

standard package or runtime install path

Permission surface

PASS

88

database access

Repository evidence

PASS

86

https://github.com/memgraph/memgraph

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

9 Passed4 Needs review

Install path

92

PASS

npx skills add memgraph/memgraph

Repository

88

PASS

https://github.com/memgraph/memgraph

License

45

CHECK

Unknown

Maintenance

88

PASS

1mo since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

90

PASS

Usable description available

Dependency risk

82

PASS

database surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

88

PASS

database access

Stars/forks activity

77

CHECK

4.3K stars, 248 forks; issue activity unavailable in current metadata

Adoption

88

PASS

4.3K GitHub stars

Warnings

  • License is unclear
  • License clarity: Unknown

Method

This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.

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