MCP 服务器

Presso MCP Server

Connects e-commerce and marketing data sources like Shopify, GA4, Google Ads, and Meta Ads to AI assistants, enabling natural language queries about store performance, ad campaigns, and customer behavior.

README

Presso

<p align="center"> <a href="https://presso.now">Website</a> · <a href="https://app.presso.now/signup">Get Started</a> · <a href="https://presso.now/docs">Docs</a> </p>

Overview

Presso is an MCP server that connects your e-commerce and marketing data sources — Shopify, Google Analytics 4, Google Ads, Meta Ads, and more — directly to AI assistants like Claude. Instead of switching between dashboards, ask questions in natural language and get instant answers about your store's performance, ad campaigns, and customer behavior.

The MCP endpoint is a remote HTTP server. Most AI clients (Claude Code, Claude Desktop, Cursor, VS Code) can connect directly. For clients that only support stdio, a lightweight npm proxy (presso-mcp) is also available.

Features

11 data source integrations — Shopify, GA4, Google Ads, Meta Ads, Search Console, Google Merchant Center, Amazon Ads, GTM, Klaviyo, ShipStation, Judge.me
100+ tools — Products, orders, customers, analytics reports, ad campaigns, keyword analysis, shipping, reviews, and more
Cross-platform analysis — Correlate data across Shopify + GA4 + ad platforms in a single conversation
Natural language queries — No SQL or API knowledge required. Ask like you would ask an analyst
Real-time data — Fetches live data from source APIs on every request
Read-only access — Presso never modifies your store data, ad campaigns, or settings
OAuth authentication — Secure token-based access. Presso never stores your passwords
Encrypted at rest and in transit — AES-256 encryption for tokens, TLS 1.2+ for all traffic
No permanent raw data storage — Query results are streamed to the AI client and not retained

Supported Data Sources

Data Source	Description	Tools
Shopify	Products, orders, customers, inventory, payments, analytics	25+
Google Analytics 4	Reports, dimensions, metrics, real-time data, funnels	5
Google Ads	Campaigns, ad groups, keywords, quality scores, ROAS	7
Meta Ads	Campaigns, ad sets, creatives, audience insights	9
Google Search Console	Search queries, rankings, CTR, sitemaps	3
Google Merchant Center	Product feeds, status, diagnostics, price competitiveness	7
Amazon Ads	Sponsored products/brands/display, search terms, ACoS	7
Google Tag Manager	Containers, tags, triggers, variables, versions	12
Klaviyo	Campaigns, flows, profiles, segments, predictive analytics	18
ShipStation	Shipments, labels, carriers, rates, inventory, warehouses	29
Judge.me	Reviews, ratings, reviewer profiles, shop statistics	10

Quick Start

1. Create your Presso account

Go to app.presso.now/signup and create an account. No credit card required — every account starts with a 14-day free trial.

2. Connect your data sources

From the Presso dashboard, click Add Connection, select a data source (e.g., Shopify, GA4), and authorize via OAuth. Repeat for each data source you want to query.

3. Add Presso to your MCP client

See the configuration section below for your specific client.

MCP Client Configuration

Claude Code

Open your terminal and run:

claude mcp add --transport http presso https://mcp.presso.now/mcp

Then start a new Claude Code session:

claude

Claude Code will automatically detect Presso's tools. Try asking: "Show me my top-selling products from last week."

Claude Desktop

Open Claude Desktop → Settings → Developer → Edit Config.
Add Presso to the mcpServers section:

{
  "mcpServers": {
    "presso": {
      "type": "http",
      "url": "https://mcp.presso.now/mcp"
    }
  }
}

Save and restart Claude Desktop.

Cursor

Add to your Cursor MCP settings (.cursor/mcp.json):

{
  "mcpServers": {
    "presso": {
      "url": "https://mcp.presso.now/mcp"
    }
  }
}

VS Code (Copilot)

Add to your VS Code settings (settings.json):

{
  "mcp": {
    "servers": {
      "presso": {
        "type": "http",
        "url": "https://mcp.presso.now/mcp"
      }
    }
  }
}

stdio via npx

For MCP clients that only support stdio transport, use the presso-mcp proxy:

npx -y presso-mcp

Or configure it in your MCP client's JSON:

{
  "mcpServers": {
    "presso": {
      "command": "npx",
      "args": ["-y", "presso-mcp"],
      "env": {
        "PRESSO_API_KEY": "your-api-key"
      }
    }
  }
}

Run npx presso-mcp setup to authenticate via OAuth, or set the PRESSO_API_KEY environment variable.

Available Tools

Shopify

shopify_list_products · shopify_get_product · shopify_list_orders · shopify_get_order · shopify_list_customers · shopify_get_customer · shopify_list_collections · shopify_list_inventory_items · shopify_list_discounts · shopify_list_fulfillment_orders · shopify_list_abandoned_checkouts · shopify_list_draft_orders · shopify_list_markets · shopify_list_returns · shopify_get_refund · shopify_list_order_risks · shopify_get_payments_account · shopify_list_balance_transactions · shopify_list_tender_transactions · shopify_list_segments · shopify_list_marketing_activities · shopify_get_shop_info · shopify_get_shop_alerts · shopify_get_custom_report

Google Analytics 4

ga4_run_report · ga4_run_realtime_report · ga4_get_metadata · ga4_run_funnel_report · ga4_list_properties

Google Ads

google_ads_run_report · google_ads_list_campaigns · google_ads_get_campaign · google_ads_list_ad_groups · google_ads_list_keywords · google_ads_list_ads · google_ads_list_accounts

Meta Ads

meta_ads_run_report · meta_ads_list_campaigns · meta_ads_get_campaign · meta_ads_list_ad_sets · meta_ads_get_ad_set · meta_ads_list_ads · meta_ads_get_ad · meta_ads_list_accounts · meta_ads_get_ad_creatives

Google Search Console

search_console_query · search_console_list_sites · search_console_get_sitemaps

Google Merchant Center

gmc_list_products · gmc_get_product · gmc_get_product_status · gmc_list_product_statuses · gmc_get_account_status · gmc_list_account_issues · gmc_get_price_competitiveness

Amazon Ads

amazon_ads_list_campaigns · amazon_ads_get_campaign · amazon_ads_list_ad_groups · amazon_ads_get_campaign_report · amazon_ads_get_keyword_report · amazon_ads_get_search_term_report · amazon_ads_get_product_ads_report

Google Tag Manager

gtm_list_accounts · gtm_list_containers · gtm_get_container · gtm_list_tags · gtm_get_tag · gtm_list_triggers · gtm_get_trigger · gtm_list_variables · gtm_get_variable · gtm_list_workspaces · gtm_list_versions · gtm_get_version

Klaviyo

klaviyo_list_campaigns · klaviyo_get_campaign · klaviyo_query_campaign_report · klaviyo_list_flows · klaviyo_get_flow · klaviyo_query_flow_report · klaviyo_list_profiles · klaviyo_get_profile · klaviyo_list_segments · klaviyo_get_segment · klaviyo_get_segment_profiles · klaviyo_list_lists · klaviyo_get_list · klaviyo_list_metrics · klaviyo_query_metric_aggregates · klaviyo_list_events · klaviyo_list_catalog_items · klaviyo_list_templates

ShipStation

shipstation_get_shipments · shipstation_get_shipment_by_id · shipstation_get_shipment_rates · shipstation_get_labels · shipstation_get_label_by_id · shipstation_get_label_tracking · shipstation_track_package · shipstation_calculate_rates · shipstation_estimate_rates · shipstation_get_carriers · shipstation_get_carrier_by_id · shipstation_get_carrier_services · shipstation_get_carrier_package_types · shipstation_get_carrier_options · shipstation_get_inventory · shipstation_get_warehouses · shipstation_get_warehouse_by_id · shipstation_get_batches · shipstation_get_batch_by_id · shipstation_get_batch_errors · shipstation_get_manifests · shipstation_get_manifest_by_id · shipstation_get_tags · shipstation_get_packages · shipstation_get_package_by_id · shipstation_get_pickups · shipstation_get_pickup_by_id · shipstation_get_rate_by_id · shipstation_get_shipment_tags

Judge.me

judgeme_list_reviews · judgeme_get_review · judgeme_get_review_count · judgeme_get_reviewer · judgeme_get_shop_info · judgeme_get_settings · judgeme_get_all_reviews_count · judgeme_get_all_reviews_rating · judgeme_get_shop_reviews_count · judgeme_get_shop_reviews_rating

Example Queries

Show me my top 10 best-selling products from the last 30 days.

Compare Google Ads and Meta Ads ROAS for this month — which platform is performing better?

Which products are running low on stock but had high sales last week?

Show me daily sessions and conversion rate from GA4 for the past 14 days.

Create a weekly performance report: revenue, orders, AOV, top products, and ad spend breakdown.

How It Works

┌──────────────┐     ┌──────────────┐     ┌──────────────┐
│  AI Client   │────>│   Presso     │────>│ Data Sources │
│  (Claude,    │<────│  MCP Server  │<────│ (Shopify,    │
│   Cursor,    │     │              │     │  GA4, Ads,   │
│   VS Code)   │     │              │     │  etc.)       │
└──────────────┘     └──────────────┘     └──────────────┘
   Natural           HTTP or stdio         OAuth tokens
   language          MCP protocol          per provider

You ask a question in your AI client.
The AI client calls Presso's MCP tools based on your request.
Presso authenticates with the relevant data source using your stored OAuth tokens.
Data is fetched in real time and returned to the AI client.
The AI client presents the results with analysis and recommendations.

Pricing

Plan	Price	Connections	Best for
Free	$0/mo	1 connection	Trying out Presso
Standard	$49/mo	3 connections	Small stores
Pro	$99/mo	10 connections	Growing businesses
Max	$199/mo	Unlimited	Agencies & enterprise

Every new account starts with a 14-day free trial with full access. See presso.now/pricing for details.

Security & Privacy

Read-only access — Presso never modifies your store data, ad campaigns, or settings
OAuth 2.0 — Secure token-based authentication. Presso never sees or stores your passwords
AES-256 encryption — All OAuth tokens encrypted at rest
TLS 1.2+ — All data encrypted in transit
No permanent raw data storage — Data is fetched in real time and streamed to the AI client
Scoped permissions — Minimum necessary permissions requested for each data source
Credential isolation — Tokens stored separately per user, never shared between accounts