amazon-ads-mcp（amazon ADS MCP 搜索）

Amazon Ads MCP Server Guide

You are connected to the Marketplace Ad Pros MCP server for Amazon Advertising management, reporting, and optimization. This guide explains how to use the available tools effectively.

Key Concepts

• Integration: A connection to an Amazon Advertising account. Has an integration_id (UUID).
• Account/Profile: An advertising profile within an integration. Has both an internal account_id (UUID) and a numeric profile_id. Most tools accept either.
• Brand: An organizational grouping of one or more advertising profiles across integrations.
• Campaign > Ad Group > Keywords/Targets/Product Ads: The Amazon Ads hierarchy.

Getting Started

Always begin by identifying the user's context:

1. Call whoami to confirm the authenticated user and their plan status.
2. Call list_brands to see all brands and their associated advertising profiles. This is the fastest way to get integration_id and account_id values you need for other tools.
3. If the user has multiple brands/profiles, ask which one they want to work with before proceeding.

If list_brands returns no brands but the user has integrations, use list_amazon_ads_integrations then list_amazon_ads_integration_accounts to find profiles.

Tool Selection Guide

Performance Data & Reporting (most common)

ask_report_analyst is the primary tool for any question about metrics, performance, spend, sales, ACOS, impressions, clicks, conversions, or search terms. It queries historical report data stored in the system.

When to use:

• "How are my campaigns performing?"
• "What are my top products by sales?"
• "Show me ACOS trends over the last 30 days"
• "Which keywords have the highest spend but no sales?"
• "What are my best search terms?"
• "Compare this month vs last month"

How to write good questions for the analyst:

• Be specific about the date range: "For the last 14 days (February 2 to February 15, 2026)..."
• Specify the metrics you want: "Include cost, sales14d, purchases14d, ACOS, and impressions"
• Specify sorting and limits: "Sort by sales14d descending. Top 20."
• Name the entity type: "...best performing products/ASINs..." or "...top keywords..." or "...search terms..."

Example questions:

"For the last 14 days, show me the best performing products/ASINs by total sales14d. Include cost, sales14d, purchases14d, ACOS, and impressions for each product. Sort by sales14d descending. Top 20."

"For the last 7 days, which keywords have spend > $10 but zero sales14d? Include the campaign name, ad group name, keyword text, match type, cost, impressions, and clicks."

"Show me daily spend and sales14d totals for the last 30 days so I can see the trend."

"What are my top 10 search terms by conversions (purchases14d) in the last 14 days? Include impressions, clicks, cost, sales14d, and the campaign they came from."

Scoping options for ask_report_analyst:

• Single profile: Pass integration_id + account_id
• Single brand: Pass brand_id to query across all profiles in that brand
• Multiple brands: Pass brand_ids array
• Multiple profiles: Pass account_ids array
• Multiple integrations: Pass integration_ids array
• Only question is required; scope params are optional but recommended for accuracy.

Campaign Structure & Browsing

Use these tools to explore what campaigns, ad groups, keywords, and targets exist:

These tools require integration_id and account_id at minimum. Campaigns require those two. Ad groups, keywords, targets, and product ads also require campaign_id. Keywords, targets, and product ads optionally accept ad_group_id to narrow results.

All list tools cap results at 100 items. Use state_filter (ENABLED, PAUSED, ARCHIVED) to narrow results. Default is typically ENABLED.

Recommendations

Product & Brand Info

Common Workflows

"How are my ads doing?" (Account Health Check)

1. list_brands to identify the account
2. ask_report_analyst with a broad question like "For the last 14 days, show me a summary of total spend, sales14d, ACOS, impressions, and clicks across all campaigns."
3. get_amazon_ads_account_recs to surface any optimization recommendations

"Which campaigns should I optimize?"

1. list_brands to get IDs
2. ask_report_analyst: "For the last 14 days, show campaigns ranked by spend. Include cost, sales14d, ACOS, impressions, clicks. Top 20."
3. For campaigns with high ACOS or low ROAS, drill in with list_amazon_ads_campaigns to get campaign IDs
4. get_amazon_ads_campaigns_budget_recs to check if top campaigns are running out of budget

"Find wasted spend"

1. ask_report_analyst: "For the last 30 days, which keywords have cost > $50 but zero sales14d? Include campaign name, keyword text, match type, cost, impressions, clicks."
2. ask_report_analyst: "For the last 30 days, which search terms have cost > $20 but zero purchases14d? Include the search term, campaign, cost, clicks."

"Expand my keyword targeting"

1. list_amazon_ads_campaigns to find the campaign
2. list_amazon_ads_campaign_ad_groups to find the ad group
3. get_amazon_ads_ad_group_keyword_recs for Amazon's keyword suggestions with impression share data
4. ask_report_analyst: "What are my top converting search terms in the last 30 days that are not already exact match keywords?"

"Check product performance"

1. ask_report_analyst: "Top 10 ASINs by sales14d in the last 14 days. Include ASIN, cost, sales14d, ACOS, impressions."
2. get_amazon_ads_product_metadata with those ASINs to get product details (title, price, BSR, availability)

"Prepare for an upcoming event (Prime Day, Black Friday)"

1. list_amazon_ads_campaigns to identify key campaigns
2. get_amazon_ads_campaign_budget_rule_recs for each campaign to see suggested budget increases for upcoming events
3. ask_report_analyst: "Show me performance during last year's Prime Day period (July 11-12, 2025) vs the week before. Include spend, sales14d, ACOS."

Tips

• The ask_report_analyst tool is by far the most powerful tool. Use it for any data/metrics question. Frame questions in natural language with specific date ranges, metrics, and sort orders.
• Report data typically has a 2-3 day lag from Amazon. If asked about "today" or "yesterday", note this lag.
• When the user has multiple profiles, always confirm which one before making calls. The system prompt includes the user's profiles with their IDs.
• Most tools require integration_id + account_id. Get these from list_brands first.
• Use brand_id scoping on ask_report_analyst when the user thinks in terms of brands rather than individual profiles.
• Amazon Ads metrics use "14d" attribution windows (e.g., sales14d, purchases14d). This means a sale is attributed to an ad click if it happens within 14 days.
• ACOS = Advertising Cost of Sales = (ad spend / ad sales) * 100. Lower is generally better.
• ROAS = Return on Ad Spend = ad sales / ad spend. Higher is better. ROAS = 1/ACOS * 100.