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anmolratna

FinOps AI Copilot MCP Server

by anmolratna

topVendor

Retrieves the vendor with the highest transaction success rate, enabling quick assessment of processing performance.

Instructions

Retrieve the top processing vendor (the vendor with the highest transaction success rate).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Install Server

TDQS

A3.8/5.0
Behavior3/5

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

With no annotations, the description carries the full burden of behavioral disclosure. It communicates the selection rule (highest transaction success rate), which is useful, but it does not disclose output shape, tie-breaking, time scope, or whether the result is aggregated across all data. It remains a read-only retrieval, but additional behavioral detail would improve transparency.

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?

The description is one concise sentence with no filler. It front-loads the action and resource, then clarifies the ranking criterion in a parenthetical.

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?

For a zero-parameter, read-only retrieval tool, the description is largely complete. It lacks only minor context like return format and tie-breaking behavior, but nothing critical is missing for an agent to invoke it.

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?

The tool has zero parameters, so there is no parameter meaning for the description to add. Schema coverage is effectively complete, and the 0-parameter baseline of 4 is appropriate since the description correctly implies no input is needed.

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 states a specific verb ('Retrieve') and a precise resource ('top processing vendor'), and defines the criterion explicitly as 'highest transaction success rate.' This clearly differentiates it from sibling tools like worstVendor and vendorComparison.

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?

The description does not provide any guidance on when to choose this tool over alternatives such as vendorPerformance, vendorComparison, or worstVendor. There are no exclusions, prerequisites, or use-case context beyond the basic retrieval purpose.

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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