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
<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 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
mcpServerssection:
{
"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
Links
- Website: presso.now
- App / Dashboard: app.presso.now
- Documentation: presso.now/docs
- Terms of Service: presso.now/terms
- Privacy Policy: presso.now/privacy
- Support: contact@stellagent.ai
License
MIT — Copyright (c) 2026 Stellagent Inc.
常见问题
Presso 是什么?
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。
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