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thevibepreneur

Gapbase MCP

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    Related Servers

    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables agents to discover and validate SaaS opportunities mined from real user complaints across eight public sources, scoring ideas for commercial intent. Also allows fetching detailed dossiers on specific gaps with source complaints, MVP scope, pricing, competitors, and risks.
      MIT
    • A
      license
      A
      quality
      F
      maintenance
      Ask Claude what SaaS ideas are worth building. Aggregates revenue data, growth signals and pain points from AppSumo, TrustMRR, Product Hunt, Indie Hackers, Reddit and more.
      2
      259 npm
      1
      MIT

    TDQS

    A4.3/5.0

    Scored across 5 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: search_gaps for general queries, get_gap for details, list_industries for overview, get_stats for statistics, and get_viral_social_gaps for specific viral trends. Descriptions explicitly warn against misuse, removing ambiguity.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern (get_, list_, search_). No mixing of styles or vague names. The pattern is predictable and readable.

    Tool Count5/5

    With 5 tools, the server is well-scoped for its purpose of discovering and retrieving startup ideas. Each tool fills a necessary role without redundancy or omission, appropriate for a focused database API.

    Completeness5/5

    The tool surface covers the full user workflow: browse industries (list_industries), search (search_gaps), get details (get_gap), view stats (get_stats), and access specialized trending gaps (get_viral_social_gaps). No obvious gaps for read-only access to validated gaps.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues