Prompts Overview

MCP Prompts are templates the client can offer to users as one-click slash-commands. Each prompt embeds a multi-step instruction the agent follows, calling the right tools in the right order.

Available prompts

Name	Description	Arguments
`analyze_performance`	Analyze ad performance for a date range across one or more sources, focused on a goal.	`date_range` (required), `sources`, `goal`
`compare_attribution_models`	Show the same KPIs across multiple attribution models.	`date_range` (required), `metrics` (required)
`weekly_review`	One-shot dashboard-style summary for the most recent complete week vs the prior week.	None
`find_underperformers`	Surface ads / adsets / campaigns above a CPA threshold or below a ROAS threshold.	`date_range` (required), `cpa_threshold`, `roas_threshold`

How they work

Each prompt expands into a structured instruction that drives the agent through a series of tool calls. For example, weekly_review resolves to:

Generate a weekly performance review.

Steps:
1. Call resolve_date_range with `preset: last_week`.
2. Call query_ad_metrics_compare with `compare_to: previous_period`.
3. Call query_metric_breakdown grouped by source.
4. Write a Key Metrics + Insights + Recommendations summary suitable for a Monday-morning Slack post.

The agent then executes those steps and writes the final summary.

Invoking a prompt

Via MCP prompts/get:

{
  "method": "prompts/get",
  "params": {
    "name": "analyze_performance",
    "arguments": {
      "date_range": "last 30 days",
      "sources":    "facebook_ads,google_ads",
      "goal":       "decrease CPA"
    }
  }
}

The returned messages array is the multi-turn template the agent receives.

Cost

Prompts themselves are free — they’re text templates. The tool calls the agent runs as a result of the prompt are subject to the usual rate limits and (for analyze_report) AI credit deduction.

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Prompts

Available prompts

How they work

Invoking a prompt

Cost

​Available prompts

​How they work

​Invoking a prompt

​Cost

Available prompts

How they work

Invoking a prompt

Cost