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MCE — MCP Code Execution

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    TDQS

    A3.9/5.0

    Scored across 11 tools

    Disambiguation5/5

    Each tool targets a distinct operation: search/get/list for discovery, execute/submit/cached for running code, and dedicated tools for run management and artifact access. Even execute_code and submit_code are clearly differentiated by synchronous execution vs. persistent receipt submission.

    Naming Consistency5/5

    All 11 tool names follow the snake_case verb_noun pattern, such as search_functions, cancel_run, and transform_artifact. The pattern is consistent across discovery, execution, and artifact operations, with no mixing of conventions.

    Tool Count5/5

    With 11 tools, the server is well-scoped for its purpose: it covers function discovery, code execution variants, run lifecycle, and artifact handling without excess. The count is within the ideal range and each tool serves a clear role.

    Completeness4/5

    The surface covers the main workflow well: discovering functions, executing code, managing runs, and reading/transforming artifacts. A minor gap is the lack of a list_runs tool to enumerate persistent runs; callers must know a receipt ID upfront, which is a small workaround.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues