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OpenAI Ads & Conversion Intelligence MCP Server

by raihan675
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TypeScript
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    Deploy Server
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    TDQS

    B3.4/5.0

    Scored across 43 tools

    Disambiguation4/5

    Most tools are clearly separated by resource and action, but there is meaningful overlap among the analytics/insight tools (get_delivery_insights, get_conversion_insights, analyze_campaign_performance, detect_spend_anomalies) and between update_campaign and set_campaign_state, both of which can modify campaign status.

    Naming Consistency5/5

    All tools consistently follow a snake_case verb_noun pattern, with clear conventions for CRUD (get/list/create/update) and state changes (set_*_state). No mixed casing or arbitrary verb styles are present.

    Tool Count2/5

    43 tools is a heavy surface for an MCP server, well above the 25-tool threshold. While the breadth reflects the ads domain, several analytics, audit, and insight tools could be consolidated without losing capability.

    Completeness3/5

    The server covers campaign, ad group, ad, audience, conversion tracking, and bulk operations well. However, there are notable lifecycle gaps: no update_ad, no update/delete for conversion event settings or web pixels, and limited management of conversion sources beyond creation.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources