AdsMCP
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Markifact MCP Serverofficial
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TDQS
Scored across 143 tools
The set contains many near-overlapping tools, especially across Telegram Ads report/sync/API variants, Telegram action queues, public reply/post research, and multiple local catalog tools. Descriptions add context, but an agent can easily confuse names like ads_telegram_ads_report vs ads_telegram_ads_api_report or ads_telegram_ai_post_list vs ads_interest_research_post_list.
All tools use an ads_ prefix and snake_case, giving a mostly predictable namespace. However, action ordering is uneven across compound names, there is a visible typo in ads_dashbord_start/stop, and similar concepts use inconsistent labels such as cards_get vs card_get and dstore vs tg_resource.
143 tools is far too many for a coherent MCP surface. Even for a broad advertising automation server, the set spans many domains, providers, local catalogs, research workflows, networking, and messaging channels, making discovery and correct selection very difficult.
The surface is broad and covers many advertising, reporting, sync, outreach, and local analytics workflows, but lifecycle coverage is uneven. Some entities lack delete operations, several ad platforms are mostly read/sync-only, and write coverage is concentrated in specific providers such as Telegram, Yandex Direct, and Mastodon.