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MARCCHERGGI

indie-metrics-mcp

by MARCCHERGGI

Subscription Health

get_subscription_health

Analyze subscription health with key metrics: active subscriptions, churn rate, MRR, ARPU, and plan breakdowns. Get essential SaaS analytics to monitor business performance.

Instructions

Full subscription analytics: active subscriptions, churn rate, MRR, ARPU, new vs canceled subscriptions, and breakdown by plan. Essential for SaaS metrics.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations provided. Description lists output metrics but does not disclose behavioral traits like read-only nature, authentication requirements, or side effects. Burden falls on description, which is insufficient.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, front-loaded with key action and content. Every sentence adds value; no wasted words.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given no output schema and no parameters, description adequately explains what the tool returns. Missing details like time period or snapshot type, but reasonably complete for a simple analytics tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

No parameters in schema, so baseline 4 applies. Description adds value by explaining what the output contains, compensating for the lack of parameter details.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description clearly states it provides 'full subscription analytics' with a specific list of metrics (active subscriptions, churn rate, MRR, etc.), distinguishing it from sibling tools like get_customer_metrics.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Description implies usage for SaaS metrics but does not explicitly state when to use this tool versus alternatives or provide exclusions. Context from sibling names helps but not explicit.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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