A
licenseNot graded
qualityD
maintenanceConnects LLM agents to live and simulated satellite telemetry, NOAA space weather data, and space debris orbital conjunction analysis.
MIT
Yamcs MCP Server
by PaulMRamirez
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TDQS
B3.2/5.0
Scored across 34 tools
Disambiguation5/5
Each tool has a clearly distinct purpose, grouped by resource type (alarms, commands, instances, etc.) with specific actions (list, describe, run, etc.). No overlapping functionality.
Naming Consistency4/5
Tool names consistently use snake_case and a prefix_group_verb_noun pattern, though the 'mdb' group mixes noun-only names (mdb_commands, mdb_parameters) with verb-noun names (mdb_get_command), creating minor inconsistency.
Tool Count2/5
With 34 tools, the count exceeds the recommended range for coherence. While the server covers a broad domain, the large number may confuse agents and dilute focus.
Completeness4/5
The tool set covers major operations for alarms, commands, instances, links, MDB, processors, and storage. Missing creation tools for links and processors are notable but likely intentional given the domain.
Maintenance
ActivityInactive
ResponsivenessNo issues