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Yogeshwara7

Loan MCP Server

by Yogeshwara7

Get Loan Analytics

GetLoanAnalytics

Retrieve portfolio-level analytics for loan applications, including totals by status and average, highest, and lowest loan amounts.

Instructions

Return portfolio-level analytics across all loan applications: totals by status and average/highest/lowest loan amounts.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

No annotations are provided, so the description carries the burden. It discloses that it returns aggregates (totals, averages, min/max), implying read-only behavior. However, it does not mention edge cases (e.g., no loans) or performance aspects.

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?

One clear sentence that front-loads the purpose. No unnecessary words; every part contributes to understanding.

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 parameters or output schema, the description covers the tool's purpose well. It specifies the outputs (totals by status, averages, min/max) but could mention return format or potential constraints (e.g., no filtering).

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?

With zero parameters, the baseline is 4. The description adds value beyond the empty schema by explaining what the tool computes, 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?

The description clearly states it returns portfolio-level analytics across all loan applications, including totals by status and average/highest/lowest loan amounts. The verb 'Return' and specific resources distinguish it from sibling tools like GetLoanSummary or SearchLoansByStatus.

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?

The description implies usage for aggregate data (portfolio-level across all loans) but does not explicitly state when not to use it or provide alternatives. While the sibling list suggests differentiation, no direct guidance is given.

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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