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ViralScout MCP

ViralScout MCP

by TYKAIRO-AI
OverviewSchemaSourceRelated ServersDiscussionsAdmin
TypeScript
Remote

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    TDQS

    B3.1/5.0

    Scored across 8 tools

    Disambiguation3/5

    Individual analyze and generate tools target fairly distinct tasks, but create_creator_pack bundles hook analysis, retention, remix ideas, and script generation, overlapping directly with analyze_hook, analyze_retention, generate_remix_ideas, and generate_short_script. The descriptions clarify that one is a complete pack versus standalone components, but an agent may still hesitate between calling the bundled tool or its components.

    Naming Consistency5/5

    All tool names use consistent snake_case with a clear verb_noun pattern: analyze_video, normalize_transcript, analyze_hook, analyze_retention, generate_remix_ideas, generate_short_script, generate_content_gaps, create_creator_pack. There are no mixed conventions or vague verb styles.

    Tool Count5/5

    With 8 tools, the set is well-scoped for short-form video analysis and content generation. Each tool earns its place by covering either normalization, analysis, ideation, or bundled creation, and the count avoids both thinness and bloat.

    Completeness4/5

    The tools cover a full transcript-based workflow: normalization, video analysis, hook and retention breakdowns, remix/script/content-gap generation, and an all-in-one creator pack. Minor gaps exist for standalone keyword, caption, or CTA generation, but these are bundled inside create_creator_pack, so agents can still complete the workflow.

    Maintenance

    ActivitySlowing
    ResponsivenessNo recent community issues

    Resources