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Ogarni.AI MCP Server

by IsidoreSoftware
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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

    A3.7/5.0

    Scored across 20 tools

    Disambiguation3/5

    Most tools are clearly distinct collection-vs-single pairs, but there is meaningful overlap among the summary tools (get_weekly_summary, get_current_period, get_summary_by_period) and between get_document_duplicates and list_dedup_suggestions. Descriptions clarify the differences, but an agent could still select the wrong one without close reading.

    Naming Consistency5/5

    All tools follow a consistent ogarniai_<verb>_<noun> pattern, with list_ for collections and get_ for single items or derived values. There is no mixing of naming styles or unpredictable verb choices.

    Tool Count4/5

    20 tools is on the higher side but appropriate for the server's broad scope: documents, summaries, notifications, groups, mailboxes, duplicates, categories, tags, loyalty, and bank support. Each tool addresses a distinct area, though the summary-related tools could be consolidated.

    Completeness3/5

    The server provides strong read-only coverage of the financial document domain, including documents, summaries, duplicates, and notifications. However, there are no mutation tools at all, and obvious workflow steps are missing—such as marking notifications read, resolving duplicate suggestions, or creating/managing groups—which limits completeness for an assistive agent.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources