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YC GraphQL MCP

YC GraphQL MCP

by arthurcolle
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    TDQS

    A3.6/5.0

    Scored across 22 tools

    Disambiguation4/5

    Most tools occupy clearly distinct slots: read (yc_get_application), export, schema introspection, local operation registry, and a preview/commit/verify/receipt mutation pipeline. A few boundaries are soft — yc_status vs yc_connection both describe transport/auth state, and yc_query vs yc_run_operation both execute queries (inline vs registered), while the application-specific prepare/commit pair duplicates the generic yc_prepare_mutation/yc_commit_mutation. The descriptions do enough to resolve these, so misselection is possible but unlikely.

    Naming Consistency4/5

    Strong, predictable convention: a uniform yc_ prefix with snake_case verb_noun names (yc_get_application, yc_prepare_mutation, yc_list_operations, yc_remove_operation). Minor deviations are noun-only names such as yc_status, yc_connection, and yc_mutation_receipts, which break the verb pattern but remain readable and unambiguous.

    Tool Count3/5

    At 22 tools this sits at the heavy end of the reasonable band. The safety model (preview, commit, verify, receipts) plus schema introspection and an operation registry explains most of the surface, but the set could be trimmed — e.g. collapsing describe_schema/introspect_schema or the two prepare/commit pairs — without losing capability.

    Completeness4/5

    Coverage of the stated domain is unusually thorough: discovery (status, connection), schema introspection, arbitrary query execution, a local operation registry with lifecycle (register/list/remove/run), and a guarded mutation lifecycle with readback and durable receipts. Gaps are modest — no subscription support, no application deletion/withdrawal path, and financial fields are read-only by default, all of which appear intentional rather than dead ends.

    Maintenance

    ActivityMaintained
    ResponsivenessNo recent community issues

    Resources