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dhawalshah

meta-ads-mcp

by dhawalshah
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Python
Hybrid

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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

    A3.5/5.0

    Scored across 41 tools

    Disambiguation4/5

    Most tools target a distinct resource and action level (account, campaign, ad set, ad, creative, audience, page), and the detailed descriptions make selection feasible. A few pairs could still be confused, such as get_ad_creative_by_id vs. get_ad_creatives_by_ad_id and get_reach_estimate vs. get_delivery_estimate, but overall the boundaries are mostly clear.

    Naming Consistency3/5

    The dominant pattern is get_<resource>_by_<selector> or get_<resource>_insights, which is readable. However, naming is inconsistent: list_pages and list_ad_accounts break the get_ convention, and 'adaccount' appears without an underscore in some tools (get_adaccount_insights, get_ads_by_adaccount) while 'ad_account' appears in others (get_details_of_ad_account, list_ad_accounts).

    Tool Count2/5

    41 tools is excessive for a tool surface and makes selection harder. Many tools are near-duplicate per-parent retrieval variants, such as get_ads_by_adaccount, get_ads_by_campaign, and get_ads_by_adset, as well as four separate insights tools that could arguably be consolidated.

    Completeness2/5

    The server is entirely read-only: there are no create, update, delete, or status-change tools for campaigns, ad sets, ads, audiences, or creatives. It also lacks some obvious read endpoints such as listing all creatives for an account or fetching a single audience by ID. This is a significant gap for a server named meta-ads-mcp if any management workflow is expected.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources