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kevynf

AKBridge MCP Server

by kevynf

spot_mixed_feed_soozhu

Read-onlyIdempotent

Get national semi-monthly trend data for fattening pig mixed feed (including self-mixed) from Soozhu's pig big data. Returns a pandas DataFrame.

Instructions

搜猪-生猪大数据-全国育肥猪合料(含自配料)半月走势 https://www.soozhu.com/price/data/center/ :return: 全国育肥猪合料(含自配料)半月走势 :rtype: pandas.DataFrame

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

Annotations already provide readOnlyHint=true, destructiveHint=false, and idempotentHint=true, so the safety profile is covered. The description adds the return type (pandas.DataFrame) and the data source URL, which is useful context. However, it does not disclose other behavioral traits such as update frequency, data volume, or access constraints, which would be valuable for a no-parameter data tool.

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 compact, consisting of a title, a source URL, and a return type. It is not bloated, but the URL may be of limited value to an AI agent, and the content is somewhat repetitive (title repeated in the return line). Overall, it is efficient and front-loaded.

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?

The tool is simple (no parameters, no output schema), and the description states the data metric and return type. However, it does not explain columns, update periodicity, or the exact meaning of 'half-month trend', leaving some ambiguity about the resulting DataFrame structure. Adequate but with gaps for a data retrieval tool.

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?

There are zero parameters, so schema description coverage is trivially 100%. The description does not need to explain parameters. The baseline for no-parameter tools is 4, and the description appropriately focuses on the return value rather than parameter details.

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 clearly identifies the resource: '全国育肥猪合料(含自配料)半月走势' (national fattening pig mixed feed including self-mixed, half-month trend). It is distinct from sibling soozhu tools by the specific commodity (feed vs. hogs, corn, etc.), though it does not explicitly contrast with them. The verb is implied via the return annotation, making the purpose understandable.

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 is given on when to use this tool versus other soozhu-related tools, nor any exclusions or prerequisites. The description only states what it returns, leaving the agent to infer usage context from the name and siblings.

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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