Schema | Subscription Sniper — AI Agent for Recurring Spend Audits

Subscription Sniper — AI Agent for Recurring Spend Audits

Describes the environment variables required to run the server.

Name	Required	Description	Default
No arguments

Features and capabilities supported by this server

Capability	Details
`tasks`	{ "list": {}, "cancel": {}, "requests": { "tools": { "call": {} } } }
`tools`	{ "listChanged": true }
`prompts`	{ "listChanged": true }
`resources`	{ "subscribe": true, "listChanged": true }

Functions exposed to the LLM to take actions

Name	Description
fetch_subscription_emails	Fetch real subscription and billing email bodies from the Gmail account connected by GMAIL_REFRESH_TOKEN. Pass account_email to verify the token belongs to that Gmail account. Gmail errors are logged and return mock subscription emails as fallback.
check_gmail_connection	Temporary diagnostic tool: check whether Gmail OAuth is configured, connected, and which error message is returned if connection fails.
extract_subscription_metadata	Parse raw subscription email text into a structured subscription record and store it in memory.
check_engagement_signalsB	Search recent non-billing mock emails from a sender to classify a subscription as HIGH_ENGAGEMENT or NO_ENGAGEMENT.
calculate_financial_metricsA	Calculate total monthly and annual spend, potential savings from no-engagement subscriptions, and detected price increases.
generate_cancellation_playbookA	Generate a markdown guide for cancelling autopay on PhonePe, GPay, or Paytm for a specific subscription service.

Interactive templates invoked by user choice

Name	Description
`audit_strategist`	Frame the agent as a financial advisor reviewing tracked subscriptions for waste and avoidable recurring spend.
`proactive_notifier`	Format subscription renewal alerts. Use a friendly reminder for high engagement and include a cancellation playbook for low engagement.

Contextual data attached and managed by the client

Name	Description
`Tracked Subscriptions`	All subscriptions extracted and stored during this server session.
`Imminent No-Engagement Renewal Alerts`	Subscriptions renewing within 48 hours that are also flagged NO_ENGAGEMENT.
`Health Checks`	Current health status of all registered health checks
`Widget Examples`	Provides metadata and examples for all registered UI widgets

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