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Speak AI MCP Server

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by speakai

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    TDQS

    A3.7/5.0

    Scored across 107 tools

    Disambiguation4/5

    Most tools have distinct purposes with detailed descriptions, but the sheer number (107) creates some ambiguity among closely related operations like upload_media, upload_local_file, and upload_and_analyze, or multiple transcript retrieval tools. An agent can distinguish them with careful reading but may struggle with so many similar verbs.

    Naming Consistency5/5

    Every tool follows the verb_noun snake_case pattern consistently. Verbs like create, get, list, update, delete, bulk_*, toggle_*, etc., are used uniformly. The naming is predictable and well-structured, helping agents infer purpose from name alone.

    Tool Count1/5

    107 tools is far beyond the expected range for a single server. While each tool serves a specific purpose, many could be combined (e.g., multiple list_* variants, distinct upload methods). This extreme count likely overwhelms agents and increases selection difficulty.

    Completeness5/5

    The tool set covers full CRUD for every entity (media, folders, dashboards, automations, recorders, webhooks, user groups, fields, clips, embeddings) plus search, export, batch operations, live meeting transcripts, analytics, and feedback. No obvious gaps exist for the stated purpose of a media analysis platform.

    Maintenance

    ActivityActive
    ResponsivenessNo issues