Scored across 45 tools
Several tool clusters overlap: five report-retrieval tools (get_report_detail, get_report_evidence, get_fix_context, suggest_fix, triage_issue) and four graph tools (get_knowledge_graph, get_graph_neighborhood, get_graph_node, get_blast_radius) have subtle distinctions. Descriptions cross-reference each other and provide guidance, but the set still requires careful reading to avoid misselection.
Nearly all tools follow a consistent snake_case verb_noun pattern (e.g., get_report_detail, dispatch_fix, list_lessons). One outlier, activation_status, uses a noun phrase without a verb, but the overall naming is predictable and readable.
With 45 tools, the server is well over the 25-tool threshold for 'too many', even for a broad platform like Mushi. The large surface likely burdens agents with selection overhead and context consumption, despite many tools being individually justified.
The tool surface covers the bug lifecycle comprehensively—ingestion, triage, fix dispatch, verification, reporter communication, learning, and configuration. Minor gaps exist (e.g., no explicit manual report creation or deletion), but core workflows are well supported.