Presso

平台与服务

by stellagent

通过 MCP 将电商与营销数据连接到 AI assistants,方便统一访问、分析与自动化使用。

什么是 Presso

通过 MCP 将电商与营销数据连接到 AI assistants,方便统一访问、分析与自动化使用。

README

Presso

MCP Compatible npm version License: MIT

<p align="center"> <img src="assets/logo-400x400.png" alt="Presso Logo" width="200" /> </p> <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 SourceDescriptionTools
ShopifyProducts, orders, customers, inventory, payments, analytics25+
Google Analytics 4Reports, dimensions, metrics, real-time data, funnels5
Google AdsCampaigns, ad groups, keywords, quality scores, ROAS7
Meta AdsCampaigns, ad sets, creatives, audience insights9
Google Search ConsoleSearch queries, rankings, CTR, sitemaps3
Google Merchant CenterProduct feeds, status, diagnostics, price competitiveness7
Amazon AdsSponsored products/brands/display, search terms, ACoS7
Google Tag ManagerContainers, tags, triggers, variables, versions12
KlaviyoCampaigns, flows, profiles, segments, predictive analytics18
ShipStationShipments, labels, carriers, rates, inventory, warehouses29
Judge.meReviews, ratings, reviewer profiles, shop statistics10

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:

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

Then start a new Claude Code session:

bash
claude

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

Claude Desktop

  1. Open Claude Desktop → SettingsDeveloperEdit Config.
  2. Add Presso to the mcpServers section:
json
{
  "mcpServers": {
    "presso": {
      "type": "http",
      "url": "https://mcp.presso.now/mcp"
    }
  }
}
  1. Save and restart Claude Desktop.

Cursor

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

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

VS Code (Copilot)

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

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:

bash
npx -y presso-mcp

Or configure it in your MCP client's JSON:

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

code
Show me my top 10 best-selling products from the last 30 days.
code
Compare Google Ads and Meta Ads ROAS for this month — which platform is performing better?
code
Which products are running low on stock but had high sales last week?
code
Show me daily sessions and conversion rate from GA4 for the past 14 days.
code
Create a weekly performance report: revenue, orders, AOV, top products, and ad spend breakdown.

How It Works

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

Pricing

PlanPriceConnectionsBest for
Free$0/mo1 connectionTrying out Presso
Standard$49/mo3 connectionsSmall stores
Pro$99/mo10 connectionsGrowing businesses
Max$199/moUnlimitedAgencies & 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

Links

License

MIT — Copyright (c) 2026 Stellagent Inc.

常见问题

Presso 是什么?

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