A
licenseNot graded
qualityD
maintenanceA sophisticated server that enables AI assistants to automatically analyze codebases and generate comprehensive, professional documentation.
2
MIT
Opentrons MCP Server
by yerbymatey
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TDQS
B3.2/5.0
Scored across 14 tools
Disambiguation3/5
Most tools have distinct purposes, but there is some overlap between get_endpoint_details, list_by_category, and search_endpoints, which all relate to API endpoint discovery and could cause confusion. Additionally, poll_error_endpoint_and_fix combines error fetching and fixing in one tool, which might overlap with general run control functions.
Naming Consistency4/5
The naming follows a consistent verb_noun pattern (e.g., control_lights, create_run, get_protocols) with only minor deviations like poll_error_endpoint_and_fix being more descriptive and robot_health as a noun phrase. Overall, it's readable and mostly predictable.
Tool Count5/5
With 14 tools, this is well-scoped for managing an Opentrons robot, covering protocol handling, run control, robot operations, and API exploration. Each tool appears to serve a specific function without being excessive.
Completeness4/5
The tool set covers core robot operations (lights, homing, health), protocol lifecycle (upload, list, create runs), and run management (control, status). A minor gap is the lack of a tool for deleting or modifying protocols, but agents can likely work around this.
Maintenance
ActivityInactive
ResponsivenessNo issues