Subscription Sniper — AI Agent for Recurring Spend Audits
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Instructions
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.
Capabilities
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
} |
Tools
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. |
Prompts
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. |
Resources
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 |
TDQS
Scored across 3 tools
Each tool addresses a distinct aspect of subscription auditing: engagement detection, financial analysis, and cancellation guidance. No overlap in purpose.
All tool names follow a consistent verb_noun pattern (check_, calculate_, generate_), making them predictable and easy to understand.
Three tools is slightly lean for a comprehensive audit agent, but they cover the core workflow (detect, analyze, act) without unnecessary redundancy.
Missing a tool to discover or list subscriptions from data sources (e.g., email or accounts). The current set requires the agent to already know the subscription, limiting automated audit.