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Scored across 9 tools
Each of the nine tools owns a distinct slice of the trace-analysis workflow: run listing, run summary, call-tree navigation, frame detail, event search, exception classification, value/object provenance, predicate evaluation, and run comparison. Even close neighbors like tree/frame and grep/exceptions are cleanly separated by granularity and purpose. An agent should rarely misselect.
All tool names are concise lowercase single-word commands, so the naming style is predictable and visually consistent. The only minor deviation is a mix of nouns/verb forms like info, tree, frame vs. grep, watch, diff, but there is no mixed casing or chaotic variation. This is a small style inconsistency rather than a real usability problem.
Nine tools is an ideal scope for a specialized trace-analysis server: broad enough to cover the main investigative workflows, yet small enough that every command has a clear role. It is comfortably within the well-scoped range and does not feel over- or under-built.
The tool surface covers the full analytical lifecycle: discovering runs, reading summaries, exploring call trees and frames, searching events, classifying exceptions, tracing value/object provenance, evaluating predicates, and diffing two runs. The tools explicitly reference each other's outputs such as frame ids and event ids, enabling iterative investigation without dead ends. A raw event timeline is absent, but grep, tree, and exceptions cover that need effectively.