A
licenseNot graded
qualityD
maintenanceModel Context Protocol server that standardizes tool discovery, execution, and context management for AI applications.
MIT
Marvin MCP
by InnerOpen
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TDQS
A3.9/5.0
Scored across 1 tool
Disambiguation5/5
With only one tool, there is no possibility of confusion between tools. The single tool has a clear, distinct purpose.
Naming Consistency5/5
The sole tool name 'marvin_describe_capabilities' follows a clear verb_noun pattern in snake_case, so there is no inconsistency.
Tool Count3/5
The server has only one tool, which is borderline for typical MCP servers. It could be acceptable if the server's sole purpose is introspection, but it feels thin for a general-purpose server.
Completeness1/5
The server only provides a single tool that describes capabilities, with no tools to actually perform any actions. This is severely incomplete for a functional MCP server.
Maintenance
ActivitySlowing
ResponsivenessNo issues