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CrawlBit MCP

by amati032-dev
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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

    A4.5/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool targets a distinct aspect of AI visibility: off-page mentions, product schema for shopping agents, crawler access, and entity recognition. There is no overlap, so an agent can unambiguously select the right tool for a given diagnostic need.

    Naming Consistency5/5

    All tools share the 'crawlbit_' prefix followed by a descriptive snake_case suffix (offpage_gaps, shopping, crawler_watch, entity_check). The naming convention is consistent and readable, with only a minor variation in compound-word structure that does not cause confusion.

    Tool Count5/5

    Four tools is an ideal size for a focused diagnostic server. Each tool addresses a separate facet of AI visibility, keeping the scope tight without unnecessary bloat or overwhelming the agent.

    Completeness5/5

    The tool set covers the major pillars of AI visibility: being crawlable (crawler_watch), being recognizable (entity_check), having external validation (offpage_gaps), and being suitable for AI shopping (shopping). This is a complete diagnostic suite for the domain, with no obvious missing operations.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources