shelbymcp vs Ambix

Side by side on the facts. GitHub figures come straight from each repository; ratings come from signed-in reviewers here.

MetricshelbymcpMCP Server AmbixMCP Server

Type: shelbymcpMCP Server; AmbixMCP Server
Category: shelbymcpMemory; AmbixMemory
GitHub stars: shelbymcp0; Ambix0
Trust scoreⓘAuditability and maintenance signals — not a security audit.: shelbymcpNot yet assessed; AmbixNot yet assessed
Community rating: shelbymcpNo reviews yet; AmbixNo reviews yet
Last commit: shelbymcpUnknown; AmbixUnknown
Licence: shelbymcpNone declared; AmbixNone declared
Official: shelbymcpNo; AmbixNo
Source: shelbymcp Repository; Ambix Repository

Highlighted cells win that row on an objective measure. Rows without a clear winner — category, licence, source — are left unmarked. A higher trust score means better auditability and maintenance, not safer code.