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IBM Cloud MCP Server

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    Deploy Server
    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

    C2.8/5.0

    Scored across 183 tools

    Disambiguation5/5

    Tools are clearly organized by service prefixes (e.g., vpc_, iam_, ks_) and each operation targets a distinct resource and action. There is no overlap or ambiguity between tools across different services or within the same service.

    Naming Consistency5/5

    All tools follow a consistent prefix_service_action pattern with snake_case (e.g., ce_create_app, vpc_delete_instance). The naming is uniform and predictable, making it easy for an agent to infer function from the name.

    Tool Count1/5

    With 183 tools, the count is extremely high. Although it covers many IBM Cloud services, this volume is far beyond the typical 3-15 tool range and risks overwhelming agents. The rubric explicitly marks 50+ tools as an extreme mismatch.

    Completeness4/5

    Most services have full CRUD and lifecycle coverage (e.g., VPC, IAM, Kubernetes, Secrets Manager). Minor gaps exist, such as missing delete for Cloud Foundry apps and limited Activity Tracker tools, but these do not critically hinder core workflows.

    Maintenance

    ActivityInactive
    ResponsivenessSyncing

    Resources