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Research Insights MCP Server

by ecidk
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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

    C2.3/5.0

    Scored across 52 tools

    Disambiguation3/5

    Many tools share similar verbs like 'search', 'detect', and 'analyze', making it difficult for an agent to distinguish between them without careful reading of descriptions. For instance, there are five search-related tools and three detect tools, creating potential confusion.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern using underscores, e.g., 'add_research_note', 'analyze_feature_requests', 'generate_trend_analysis'. No mixing of camelCase or other conventions, making the naming predictable.

    Tool Count2/5

    With 52 tools, the server is significantly over-scoped for a typical MCP server. The number feels excessive for coherent use, and many tools could be split into smaller, more focused servers.

    Completeness3/5

    The tool surface covers a wide range of research insight operations, but lacks basic CRUD functionality for notes and tags (e.g., no delete or update for notes, no remove tags). Additionally, there is no tool for importing new recordings, which is a notable gap.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources