github Python analyzed e6a60e7

RoyAzran/mcp-ads

github

The open-source marketing MCP server -- Google Ads, Meta Ads, GA4, Search Console, Tag Manager, WordPress and more from any MCP client.

maintainer
RoyAzran
licence
MIT
first seen
2026-08-24
last seen
2026-09-07
releases · 30d
1
short id

RoyAzran/mcp-ads is an MCP server distributed on github, maintained by RoyAzran, tracked here since August 2026. It has shipped 1 release and exposes 500 tools. Tools include agency_account_health_audit, agency_budget_pacing_all_channels, agency_cross_platform_overview, agency_list_platform_accounts, agency_wasted_spend_report, agency_weekly_report, and 494 more. Its composite risk grade is C — an inferred review prompt computed from observed signals, not a verdict.

what we found

Reading the source raised 3 review prompts — dangerous code, exfiltration combo and toxic flow (lethal trifecta) — each a pattern worth a human look rather than a finding of fault.

Its 500 tools appear to reach filesystem, network and secrets, inferred from tool names, descriptions and input schemas rather than from observed behaviour.

full security breakdown →
tools 20 of 500
  • agency_account_health_audit
  • agency_budget_pacing_all_channels
  • agency_cross_platform_overview
  • agency_list_platform_accounts
  • agency_wasted_spend_report
  • agency_weekly_report
  • competitor_ads_gallery
  • creative_check_image_generation_status
  • creative_generate_ad_images
  • creative_generate_image
  • creative_get_image_generation_result
  • creative_show_images
  • creative_start_image_generation
  • ga4_acquisition_channels
  • ga4_attribution_paths
  • ga4_audiences
  • ga4_audit_property_settings
  • ga4_available_metrics
  • ga4_bulk_create_key_events
  • ga4_channel_performance
All 500 tools →
release cadence · 90d 1 releases
06-18 00:00 08-01 00:00 now
recent releases last 1
version date src
v1.0.0 2026-09-07 github

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