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

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Features and capabilities supported by this server

Protocol revision2025-11-25

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

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/anmka-j/subscription-sniper'

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