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Lokeshwar2005

GrowthMCP

by Lokeshwar2005
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Hybrid

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      Business Source 1.1
    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

    C2.9/5.0

    Scored across 47 tools

    Disambiguation3/5

    The Meta Ads CRUD tools are mostly distinct by resource and action, but the analytics/investigation cluster (calculate_growth_metrics, compare_campaign_metrics, analyze_growth_query, investigate_campaign, investigate_growth_issue, build_evidence_packet) has overlapping purposes that an agent could easily confuse. Some boundaries are clarified by descriptions, but misselection risk remains.

    Naming Consistency5/5

    Tool names consistently use snake_case verb_noun patterns such as get_campaigns, create_adset, update_ad, search_interests, and analyze_creatives. Minor outliers like get_login_link still fit the verb_noun convention, and there is no chaotic mixing of camelCase or vague verb styles.

    Tool Count2/5

    At 47 tools, the server is well above the typical 3-15 well-scoped range and exceeds the 25+ threshold for 'too many' in this rubric. While Meta Ads is a complex domain, many analytics helpers could likely be consolidated without losing coverage.

    Completeness3/5

    The surface covers core create/read/update operations for campaigns, ad sets, ads, and creatives, plus insights and targeting research. However, delete/archive lifecycle operations are missing for major resources, and budget schedules only support creation, leaving notable gaps for full lifecycle management.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources