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Find out whether AI search recommends your brand, which buying questions competitors win instead, and what is stopping engines reading your site.

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Status
Unhealthy
Uptime
0.0% over the last 24 hours
OAuth
Works in Glama
Last Tested
Transport
Streamable HTTP
URL
ChatGPT
–
Claude
–

TDQS

A3.6/5.0

Scored across 31 tools

Disambiguation4/5

The tools mostly target distinct resources and questions, and descriptions explicitly route common confusions such as gsc_query versus my_search_console and my_answers versus my_question_history. There is still some conceptual overlap among my_visibility, my_landscape, my_proof, and my_weekly_report, and between audit_site and geo_audit, but the descriptions generally make the boundaries clear.

Naming Consistency3/5

Mutation tools follow a readable verb_noun pattern such as add_competitor, track_question, and approve_article, while the large group of read tools uses a my_* noun-phrase convention. The set is understandable but mixes conventions, and the bare name generate is noticeably vaguer than the rest.

Tool Count2/5

At 31 tools, the surface is heavy relative to the usual well-scoped 3–15 range. The product area is broad, but many my_* reporting tools could likely be consolidated or made more selectively available.

Completeness4/5

Coverage is strong across auditing, AI visibility tracking, Search Console data, content generation, competitor management, and action workflows. There are minor gaps around article drafting/review beyond approve_article and around retrieving or updating saved context, but the core lifecycle is largely present.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 3 tool updates
    • Addedmy_question_google_page
    • Addedmy_question_google_results
    • Addedmy_suggested_questions
  2. 4 tool updates
    • Addedgsc_inspect_url
    • Addedgsc_properties
    • Addedgsc_query
    • Addedgsc_sitemaps
  3. 7 tool updates
    • Addedmy_answers
    • Addedmy_cited_sources
    • Addedmy_landscape
    • Addedmy_links
    • Addedmy_proof
    • Addedmy_traffic
    • Addedmy_weekly_report
  4. 8 tool updates
    • Addedadd_competitor
    • Addedapprove_article
    • Addedmark_action_done
    • Addedremove_competitor
    • Addedsave_context
    • Addedskip_action
    • Addedtrack_question
    • Addeduntrack_question
  5. 9 tool updates
    • First observedaudit_site
    • First observedgenerate
    • First observedgeo_audit
    • First observedmy_actions
    • First observedmy_brand
    • First observedmy_question_history
    • First observedmy_questions
    • First observedmy_search_console
    • First observedmy_visibility

Publisher details

Operator
Not applicable
Vendor relationship
Not applicable
Trust center
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Restrictions
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