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Renzo-Tognella

DecisionsSearch

by Renzo-Tognella
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Python
Hybrid

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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

    B3/5.0

    Scored across 47 tools

    Disambiguation4/5

    Tools are grouped by prefix (memory, graph, errors, system) with detailed descriptions including 'Do NOT use for' clauses, which greatly aids disambiguation. However, the sheer number of tools (47) and some overlapping concepts (e.g., multiple ways to create memories) mean careful reading is still required, so a perfect score is not warranted.

    Naming Consistency5/5

    All tools follow a consistent hierarchical dot notation (prefix.group.action) with imperative verbs and snake_case naming. There is no mixing of conventions, and the pattern is predictable across all 47 tools.

    Tool Count3/5

    47 tools is on the high side for a single server, potentially overwhelming for an agent. While the domain is complex and each tool appears justified, the count exceeds the typical sweet spot of 3-15 tools. The server would benefit from consolidation or better organization to reduce cognitive load.

    Completeness4/5

    The tool set covers a wide range of operations: CRUD for memories, graph catalog management, error handling, system jobs, and PR integration. Notable gaps include missing delete operations for projects and categories (only update exists), but the overall surface is comprehensive and supports the stated purpose.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

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