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chaandannn

nable (finops-mcp)

explain_cost_change

Analyzes recent cost changes across providers, compares to prior period, and links to business metrics to determine if spend increases are growth-driven or pure cost inflation.

Instructions

Explain what recent cost changes actually mean for the business.

Compares this period to the previous period across all providers, then connects the change to your business metrics to answer: is this spend increase growth-driven and healthy, or is it pure cost inflation?

Requires business metrics set with set_business_metrics().

Args: compare_days: Length of each comparison window in days (default 30). Uses this period vs the same-length period immediately before.

Examples: - "Explain our cost changes this month" - "Is our infrastructure spend healthy given our growth?" - "Why did our bill go up and does it matter?" - "What do the cost changes mean for our gross margin?" - "Are we scaling efficiently?"

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
compare_daysNo
Behavior3/5

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

No annotations are provided, so the description carries the full burden. It describes the tool's behavior (compares periods, requires business metrics) but does not explicitly state that it is read-only or any other behavioral traits. Adequate but not thorough.

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

Conciseness4/5

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

The description is well-structured, starting with the purpose, then details, then examples. It is concise but could be slightly trimmed without losing clarity.

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 the tool's complexity, the description provides sufficient context: purpose, prerequisite, parameter explanation, and examples. No output schema is present, but the tool's output is likely natural language, so this is acceptable.

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

Parameters5/5

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

The input schema has no parameter descriptions (0% coverage), but the tool description's 'Args' section explains the 'compare_days' parameter in detail, adding meaning beyond the schema.

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?

The description clearly states the tool's purpose: explaining what recent cost changes mean for the business by comparing periods and connecting to business metrics. It differentiates from siblings by focusing on business impact, not just cost drivers.

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

Usage Guidelines4/5

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

The description specifies a prerequisite (set_business_metrics must be called first), which guides when to use the tool. However, it does not explicitly compare to alternatives or state when not to use it.

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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