Meta Ads MCP is the AI connector layer; Meta Ads CLI is the terminal/developer layer.
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The installed Meta Ads CLI package requires Python 3.12+.
Meta Ads CLI reads `ACCESS_TOKEN`, `AD_ACCOUNT_ID`, and optional `BUSINESS_ID`.
The safest first use is read-only account, campaign, and insights checks.
ChatGPT, Claude, and Codex need different connector patterns.
Raw ads-tool output can contain sensitive account data and should not be pasted into public chats.
The advanced setup is a client-scoped vault plus approval-gated execution.
Meta Ads CLI Claude, Meta Ads CLI Codex, and Meta Ads CLI ChatGPT are three different setup patterns.
Meta announced Meta ads AI connectors in open beta in late April 2026.
Meta says the connectors are powered by its ads MCP server.
Meta introduced an ads CLI for developers and AI agents working with the Marketing API.
Digiday reported that ChatGPT and Claude are among MCP-compatible assistants supported at launch.
Advertiser ban stories exist, but no official causal link has been confirmed.
The advanced use case is a memory layer, not raw read/write access.