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Webhound MCP

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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

    B3.4/5.0

    Scored across 30 tools

    Disambiguation5/5

    Each tool targets a distinct function: budget management, session lifecycle, report/dataset operations, evidence gathering, note management, communication, and utilities. Despite 30 tools, there is clear separation of concerns with no overlapping purposes.

    Naming Consistency4/5

    All tools share the 'webhound_' prefix and mostly follow a verb_noun pattern (e.g., webhound_add_budget, webhound_start_report). However, a few tools are named with nouns only (webhound_health, webhound_onboarding, webhound_help, webhound_account), which is a minor inconsistency.

    Tool Count2/5

    With 30 tools, the surface is large. While each tool serves a specific need in a complex research assistant, the count exceeds the typical well-scoped range (3-15) and falls into the 'too many' category, potentially overwhelming for agents.

    Completeness4/5

    The tool set covers the full research lifecycle: create, monitor, pause, resume, stop, budget, output, export, evidence, claims, sources, notes, search, and file upload. Minor gaps exist (no delete session, no edit report), but core workflows are well-supported.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources