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Startup Helper MCP

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      TDQS

      B3.4/5.0

      Scored across 5 tools

      Disambiguation5/5

      Each tool has a clearly distinct purpose with no overlap: analyze_commercial_area focuses on location-based market analysis, find_competitors on competitor identification, get_business_trends on industry trends, get_startup_checklist on procedural steps, and recommend_policy_funds on financial support. An agent can easily distinguish between them based on their specific domains.

      Naming Consistency4/5

      The tool names follow a consistent verb_noun pattern (e.g., analyze_commercial_area, find_competitors), with all using snake_case. However, get_business_trends and get_startup_checklist use 'get_' while others use different verbs like 'analyze_' and 'find_', which is a minor deviation from a strict verb consistency.

      Tool Count5/5

      With 5 tools, the count is well-scoped for a startup helper server, covering key areas such as market analysis, competition, trends, checklists, and funding. Each tool earns its place without being too sparse or overwhelming, fitting typical server sizes of 3-15 tools.

      Completeness4/5

      The tool set provides comprehensive coverage for startup planning, including analysis, competitor research, trends, procedural guidance, and financial support. A minor gap exists in tools for ongoing operations or exit strategies, but agents can work around this for core startup needs.