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Scored across 16 tools
Most tools are clearly separated by domain (sql, lint, build, browser, quantum, data), but 'verify' and 'test' both run code in clean sandboxes and could cause misselection. 'build' vs 'compile' and 'data' vs 'media' also share enough conceptual overlap that an agent might need to rely on descriptions.
Tool names mostly follow a consistent, simple lowercase command style with clear domain nouns. The only real inconsistency is 'quantum_simulate' using an underscore-and-verb structure while nearly every other tool is a single word, but the overall pattern remains predictable.
At 16 tools, the server sits just above the ideal 3-15 range, but each tool addresses a distinct sandboxed domain. The count is slightly heavy rather than bloated, and the individual tools each appear to earn their place.
The tool surface comprehensively covers execution, validation, build, compile, lint, test, browser, and specialized sandbox domains. Minor gaps exist: 'deps' is explicitly non-functional on the public service, and there is no generic job-status or artifact-cleanup tool, but agents can still complete most intended workflows.