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kevynf

AKBridge MCP Server

by kevynf

get_qhkc_index

Read-onlyIdempotent

Retrieve historical price, volume, margin, profit, and long-short ratio data for a selected Qihuo Kecha index by name or URL.

Instructions

奇货可查-指数-指数详情 获得奇货可查的指数数据:'奇货黑链', '奇货商品', '奇货谷物', '奇货贵金属', '奇货饲料', '奇货软商品', '奇货化工', '奇货有色', '奇货股指', '奇货铁合金', '奇货油脂' :param url: 网址 :type url: str :param name: 中文名称 :type name: str :return: 指数详情 :rtype: pandas.DataFrame date price volume ... margin profit long_short_ratio 2013-01-04 1000 260820 ... 1130485758 1816940 52.78 2013-01-07 998.244 245112 ... 1132228518 2514410 52.15 2013-01-08 1000.8 318866 ... 1160374489 2981010 51.99 2013-01-09 998.661 247352 ... 1166611242 3904220 52.44 2013-01-10 999.802 161292 ... 1153164771 1448190 52.81 ... ... ... ... ... ... ... 2019-09-24 845.391 881138 ... 1895149977 128379050 48.5 2019-09-25 845.674 715180 ... 1797235248 128788230 48.29 2019-09-26 840.154 1347570 ... 1730488227 137104890 48.44 2019-09-27 834.831 920160 ... 1605342767 143128540 48.77 2019-09-30 831.959 1031558 ... 1521875378 147810580 48.82

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlNohttps://www.qhkch.com/ajax/index_show.php
nameNo奇货商品

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.2

TDQS

A3.6/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, and openWorldHint, so the safety profile is covered. Against that lower bar the description adds real behavioral context: since there is no output schema, the sample DataFrame (date, price, volume, margin, profit, long_short_ratio) discloses the return shape, which an agent could not otherwise infer.

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?

Purpose and the valid-name list are front-loaded before the longer sample block, and the sample data earns its place given there is no output schema. Minor redundancy in the Sphinx :type/:rtype directives, but no sentence is truly wasted.

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 2-parameter, optional-input read tool with annotations and no output schema, the description supplies the valid name domain and the return structure. It omits any indication of history span or result size (the sample spans years), which is the one remaining gap.

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?

Schema description coverage is 0%, so the description must carry the load, and it does: it documents both params (:param url: 网址, :param name: 中文名称, :type str) and enumerates the valid semantic values for 'name'. The only weakness is the thin treatment of 'url' (just 'website'), which is why this is not a 5.

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 states a specific verb and resource ('获得奇货可查的指数数据' - obtain qhkc index data) and enumerates the exact index names it can return ('奇货黑链', '奇货商品', etc.), which is concrete and useful. It does not explicitly distinguish itself from close siblings like get_qhkc_index_trend or get_qhkc_index_profit_loss, so it stops short of a 5.

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 never says when to use this tool versus the many sibling index/futures tools, nor does it name any alternative or exclusion. The list of valid index names implies the query scope but provides no selection guidance.

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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