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kevynf

AKBridge MCP Server

by kevynf

macro_usa_house_starts

Read-onlyIdempotent

Retrieve US new house starts annualized data from 1970 to present. Returns a pandas DataFrame for economic analysis.

Instructions

美国新屋开工总数年化报告,数据区间从 19700101-至今 https://datacenter.jin10.com/reportType/dc_usa_house_starts :return: 美国新屋开工总数年化报告 :rtype: pandas.DataFrame

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.2

TDQS

B3.3/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false, and openWorldHint, so the safety profile is covered. The description adds the data coverage window (19700101 to present) and return type, but does not disclose update frequency, source latency, or data columns.

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 short and front-loaded with the report name and data range. The repeated :return: line and :rtype: add minor redundancy but little bloat.

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

Completeness3/5

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

With no output schema, the description carries the burden of explaining the returned data. It states the return type as pandas.DataFrame and the data range, but omits frequency, units, and column structure that an agent would need to interpret the report correctly.

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 takes zero parameters, so there is no parameter syntax to document. This meets the baseline of 4 for a parameterless tool.

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?

The description names a specific macroeconomic indicator (US new housing starts annualized) and gives the data range, so the resource is clear. It does not explicitly distinguish itself from sibling US housing indicators such as building permits, new home sales, or house price index.

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?

There is no guidance on when to use this tool versus alternatives, nor any exclusions or prerequisites. The description only states what the report is.

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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