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Karakoram

Karakoram

by KarakoramDev
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    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    C2.2/5.0

    Scored across 93 tools

    Disambiguation3/5

    Many get/list pairs are resource-specific and descriptions are detailed, but several tools overlap: cluster_get vs cluster_status_get vs cluster_diagnose, account_get vs current_user_get/system_users_list, operations_list vs cluster_operations_list, and permissions_get vs permission_check/rbac_policy_get. These boundaries will cause some misselection.

    Naming Consistency5/5

    Nearly all names use snake_case noun_verb patterns such as resource_get, resources_list, permission_check, and engine-prefixed variants. Singular get vs plural list is applied consistently, and the few outliers like wait remain readable within the same convention.

    Tool Count1/5

    93 tools is far beyond the well-scoped 3-15 range and exceeds the 50+ threshold for extreme count mismatch. The surface is fragmented into many per-resource get/list pairs across multiple engines, making the server unwieldy.

    Completeness2/5

    The surface is overwhelmingly read-only: it exposes list/get for clusters, backups, restores, users, roles, tokens, policies, and settings but lacks create/update/delete/start/cancel/revoke operations. For an infrastructure control plane, these are significant lifecycle gaps that will block many agent workflows.

    Maintenance

    ActivityMaintained
    ResponsivenessNo recent community issues

    Resources