Connect Claude, Manus, and any MCP-compatible assistant to your live Meta Ads, Shopify, and Klaviyo data — the same numbers you see in your dashboard, answerable in plain English. Read-only by design.
The Ecombini AI MCP connector lets Claude, Manus, and other MCP-compatible AI clients answer questions directly from your live Meta Ads, Shopify, and Klaviyo data — the same data you already see in your Ecombini dashboard, scoped to your own account. Instead of exporting spreadsheets or switching between five tabs, you just ask: “Which campaigns are leaking budget?”, “What’s about to sell out?”, “Where are my sales coming from?”
Every tool is read-only — the connector reads and analyzes, it never changes your campaigns, budgets, or customers. The one exception is a propose-only action: when the assistant recommends a change, it files a proposal for a human to review and approve in your dashboard. Nothing runs on your account automatically. And it’s protected end to end — encrypted in transit, isolated to your account, and never used to train any model.
Five prompts you can paste into any connected client. It’s your store — just ask. The connector already knows whose data it’s talking to.
https://mcp.ecombini.ai/mcp and a personal access token from your Ecombini account (Account → Settings → MCP Access → Generate token). The token authenticates you and scopes every request to your own store — the same data you see in your dashboard.
https://mcp.ecombini.ai/mcphttps://mcp.ecombini.ai/mcphttps://mcp.ecombini.ai/mcpAuthorization: Bearer <token>Any other MCP client: point it at https://mcp.ecombini.ai/mcp with an Authorization: Bearer <token> header. The connector speaks standard remote MCP.
Grouped by category. Tool names match the MCP registry exactly. Every tool is read-only except propose-agent-decision, which only records a proposal for human review.
| Tool | What it does | Example prompt |
|---|---|---|
| list-accounts | Confirms which store your token is connected to — display name and alternate store/business names — so every analysis starts from the right place. Agency operators with access to several stores see each one listed. | Which store am I connected to? |
| list-connected-accounts | Shows what your store has connected — Meta business account, Shopify store, and Klaviyo account — with status and last-sync info. | What’s my store connected to, and is Klaviyo still syncing? |
| Tool | What it does | Example prompt |
|---|---|---|
| get-campaign-performance | Ranks your Meta campaigns by spend and returns impressions, clicks, purchases, and ROAS inputs for any date range. | Show me my top performing campaigns last month. |
| get-campaign-performance-summary | Rolls all campaigns into one daily trend line — Meta spend, Shopify revenue + MER, Meta-attributed revenue + ROAS, CTR, CPC per day — for clean week-over-week views. | Show me my daily ROAS over the last 30 days. |
| get-campaign-ads | Lists the individual ads inside a campaign or ad set — creatives, ad copy, status, and launch dates. | List all the active ads in my Black Friday campaign. |
| get-meta-comments | Returns recent customer comments on your ads and posts with sentiment pre-classified as positive, negative, or neutral. | Show me the most recent negative comments on my ads. |
| get-budget-schedule | Shows upcoming scheduled budget changes — temporary boosts or reductions planned on campaigns and ad sets. | What budget changes are scheduled for next week? |
| get-budget-history | A historical audit trail of every Meta budget change — who changed what, when, and by how much. | Who raised the budget on my top campaign last week? |
| Tool | What it does | Example prompt |
|---|---|---|
| get-shopify-sales | High-level store summary for a date range — orders, revenue, unique customers, AOV, new-vs-returning split, and a daily breakdown. | How is my store performing this month? |
| get-shopify-orders-timeseries | A clean daily series of revenue, orders, unique customers, and AOV — the simplest “is the store growing” view. | Show me my daily revenue over the last 30 days. |
| get-shopify-conversion-metrics | Headline storefront KPIs in one call — sessions, conversion rate, AOV, orders, revenue — matched to Shopify’s own Analytics. | What is my conversion rate this month vs last month? |
| get-product-sales | Per-product revenue, units, and order counts over any date range — best-sellers and where revenue is concentrated. | What were my top selling products last month? |
| get-product-inventory | Per-variant stock levels next to sales velocity across multiple windows — spot stockout risk and dead inventory. | Which of my variants are about to run out? |
| get-product-affinity | Shows which products are bought together, which bring customers back, and which win new customers. | Which of my products sell most often together? |
| get-customer-attribution | Breaks down where orders come from — UTM source, medium, campaign, landing page, and sales channel — ranked by revenue. | Where are my sales coming from in the last 30 days? |
| get-customer-cohort-analysis | Groups customers by first-purchase month and shows when their first repeat purchase landed — a time-to-repeat view. | Show me my customer cohort retention. |
| get-customer-acquisition-journey-report | One consolidated report: overview KPIs, new-vs-returning trends, cohort retention, value tiers, attribution, and affinity. | Give me my full customer acquisition journey. |
| get-return-customers-report | Segments customers by first-purchase category and explains who returns, what for, and how long it takes. | Which of my categories has the stickiest repeat buyers? |
| get-mvc-analysis-report | Identifies your most valuable customers (top 20% by lifetime revenue) and the products that drive their value. | Run an MVC analysis on my store. |
| Tool | What it does | Example prompt |
|---|---|---|
| get-category-revenue-correlation | Measures how tightly per-category Meta ad spend tracks per-category Shopify revenue (Pearson correlation) — which categories actually respond to spend. | Which of my categories have the strongest spend-vs-revenue correlation? |
| Tool | What it does | Example prompt |
|---|---|---|
| get-klaviyo-email-performance | Klaviyo email and SMS performance — which campaigns and flows drive revenue, with open, click, and conversion rates. | Show me my top email campaigns by revenue. |
| Tool | What it does | Example prompt |
|---|---|---|
| propose-agent-decisionPropose-only | The only non-read-only tool. Records a recommended action (pause a campaign, adjust a budget, exclude a customer) as a pending proposal for a human to review and approve. Nothing executes automatically. | Audit my campaigns and propose pausing any below 1.0x ROAS for me to review. |
propose-agent-decision, records a proposal for human review; it never changes live campaigns, budgets, or customers.The Ecombini MCP connector accesses only the data you already see in your dashboard, scoped to your own tenant — your connected Meta Ads, Shopify, and Klaviyo accounts. It collects no additional data, and does not use your data to train any model. Tokens are stored encrypted and revocable anytime. Every tool is read-only except propose-agent-decision, which only records a proposal for a human to approve. Read the full privacy policy →
propose-agent-decision, does not execute anything — it files a proposal for a human to review and approve.propose-agent-decision actually do? +PENDING proposal capturing what it saw, why, and the exact change it suggests. A human reviews it in your dashboard and decides whether to apply it. No live campaign, budget, or customer is changed by the tool itself.