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mcp-ethostron-live

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    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

    B3.2/5.0

    Scored across 3 tools

    Disambiguation4/5

    Each tool maps to a distinct stage: technical GEO audit (quickscan), sample content synthesis (preview_ethostron_fix), and live citation tracking (check_llm_citations). The two diagnostic tools (quickscan vs. citation check) could be momentarily confused since both assess AI visibility, but the descriptions clearly separate on-site technical readiness from off-site citation presence.

    Naming Consistency3/5

    All names share the aiethos_ prefix and snake_case, which is good, but the verb conventions are mixed: check_llm_citations is verb-first while geo_quickscan and preview_ethostron_fix are noun/adjective-first. Readable, but not a predictable pattern an agent can generalize from.

    Tool Count3/5

    Three tools is thin for a GEO platform surface; the set reads as a minimal entry tier. Each tool does earn its place, but the server feels borderline under-scoped rather than well-rounded.

    Completeness3/5

    The lifecycle stops at diagnosis and a sample: quickscan audits, preview_ethostron_fix only produces a 'taste test' block, and nothing generates the full fix, applies schema markup, exports reports, or tracks changes over time. Agents hitting the preview tool have no path to the actual remediation output, a notable dead end.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

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