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MCP Agent Toolkit

by shubham0086
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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

    A3.6/5.0

    Scored across 7 tools

    Disambiguation5/5

    Each tool has a distinct purpose within clear subsystems (blackboard, cache, scar). There is no overlap between the three groups, and within each group, operations are differentiated by action (list/read/write, get/set, lookup/record).

    Naming Consistency5/5

    All tool names follow a consistent pattern: a lowercase prefix (blackboard_, cache_, scar_) followed by a verb in snake_case. This makes it easy to infer the domain and action for each tool.

    Tool Count5/5

    With 7 tools, the set is well-scoped for an agent coordination toolkit. Each tool serves a distinct, necessary function, and the count is neither too sparse nor overwhelming.

    Completeness4/5

    The toolkit covers the core operations for each subsystem: read/write/list for blackboard, get/set for cache, lookup/record for scar. Minor gaps exist, such as missing delete operations, but the essential lifecycle for agent coordination is present.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources