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OpenAI Ads MCP

io.github.trakkr-aisearch/openai-ads-mcp·v0.1.6·AI & LLMs

OpenAI and ChatGPT Ads tools for campaigns, creatives, audiences, and insights.

Trust verdict · v1 advisory · method
NOT YET SCREENEDno verdict on file

Verdict not yet evaluated for this tool. The semantic screen takes adversarial cases first; coverage rolls out as the corpus expands (15/150 labels to graduation). The deterministic conformance probe is built but has not yet run on the public corpus, so a recorded verdict here is REVIEW or UNVERIFIED, never a clearing ALLOW. Until a verdict is recorded, an agent should treat this tool as not-yet-cleared and fall back to its own checks. Method: the eval, four-state verdict, honest limits.

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Environment variables
OPENAI_ADS_API_KEY
requiredsecret

OpenAI Ads API key from Ads Manager. Scoped to one ad account.

OPENAI_ADS_MCP_READONLY

Set to 1 for first connection so write tools are hidden.

OPENAI_ADS_BUDGET_CEILING_USD

Optional budget guard for spend-changing tools. Defaults to 100.

OPENAI_ADS_API_KEY
requiredsecret

OpenAI Ads API key from Ads Manager. Scoped to one ad account.

OPENAI_ADS_MCP_READONLY

Set to 1 for first connection so write tools are hidden.

OPENAI_ADS_BUDGET_CEILING_USD

Optional budget guard for spend-changing tools. Defaults to 100.

MCP quality score · maturity, not trust · methodology
freshness
25
completeness
20
installability
25
documentation
15
stability
5
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