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Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
PORTNoHTTP port when using --port or HTTP mode.3333
PARTNERLENS_API_KEYYesYour PartnerLens API key, required in stdio mode. Get one free at partnerlens.app.
PARTNERLENS_API_URLNoOverride API base URL.https://www.partnerlens.app/api/v1

Capabilities

Features and capabilities supported by this server

CapabilityDetails
tools
{
  "listChanged": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
search_appsA

Search the Shopify App Store dataset (17k+ apps) by app name, developer name, or slug. Returns matching apps with rating, review count, and categories. Use this first to resolve an app name to its slug.

get_appA

Get full details for one Shopify app by slug: description, developer, rating, review count, categories, Built-for-Shopify status, launch date, and its latest rank in its primary category.

get_app_reviewsA

Read individual reviews for a Shopify app, newest first. Optionally filter by star rating (e.g. rating=1 surfaces complaints and churn reasons; rating=5 surfaces what users love). Paged.

get_review_summaryA

Aggregate review intelligence for a Shopify app: rating distribution, sentiment breakdown (positive/negative/neutral), review velocity per month for the last 12 months, and the top AI-extracted pain points. Much cheaper than reading raw reviews — start here for app health.

compare_appsA

Compare 2-5 Shopify apps side by side: metadata plus each app’s aggregate review summary. Ideal for competitor analysis.

list_categoriesA

List all Shopify App Store categories with app counts, largest first. Use the returned slugs with get_top_apps.

get_my_appsA

List YOUR OWN apps synced from your Shopify Partner organization (name, handle, partner app id). Requires a PartnerLens Unlimited plan and the Shopify Partner integration connected in Settings → Integrations. Returns an empty list until the integration has synced. Use the returned id with get_my_metrics.

get_my_metricsA

YOUR OWN private daily Partner Dashboard metrics: installs, uninstalls, active shops, gross/net revenue, MRR with movement breakdown (new/expansion/contraction/churned), and churn rate. Defaults to the last 30 days (max 366). Requires a PartnerLens Unlimited plan with the Shopify Partner integration connected. Combine with public tools to compare your performance against competitors.

get_top_appsA

Current top-ranked apps in a Shopify App Store category, from the latest scrape. Returns position, app metadata, rating, and review count.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

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