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CMSCardOS

CardOS MCP Server

Official
by CMSCardOS

get_spending_analytics

Retrieve a breakdown of spending by category for a user. Analyze spending patterns over a specified number of days using merchant category codes.

Instructions

Spending breakdown by category (from MCC) for an end user.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
daysNo
external_user_refYesYour reference for the end user (e.g. a Telegram id). CardOS never requires PII.
Behavior2/5

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

No annotations provided. Description lacks details on side effects, idempotency, data freshness, or rate limits. For a read-like analytics tool, minimal disclosure.

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

Conciseness3/5

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

Single short sentence is concise but under-specific. Could include key constraints without becoming verbose.

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

Completeness2/5

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

Lacks description of return structure, category types, data range implications, or any limitations. Incomplete for an agent to infer correct usage.

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

Parameters2/5

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

Schema coverage is 50% (only external_user_ref described). The description adds no information about the 'days' parameter (meaning or default) or the nature of the breakdown. Fails to compensate for schema gaps.

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

Purpose4/5

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

Clearly states 'spending breakdown by category' using MCC, which is a specific verb+resource. Differentiates from sibling tools like get_balance or get_statement by focusing on aggregated categories.

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

Usage Guidelines2/5

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

No guidance on when to use this tool vs alternatives like get_statement or list_card_transactions. Does not specify prerequisites or context.

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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