Skip to main content
Glama
kevynf

AKBridge MCP Server

by kevynf

stock_esg_hz_sina

Read-onlyIdempotent

Retrieve ESG ratings for HuaZheng index from Sina Finance's ESG rating center. Returns a structured pandas DataFrame for analysis.

Instructions

新浪财经-ESG评级中心-ESG评级-华证指数 https://finance.sina.com.cn/esg/grade.shtml :return: 华证指数 :rtype: pandas.DataFrame

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is covered. The description adds minimal insight: the source URL and that the return is a pandas DataFrame. It does not disclose data scope, columns, pagination, or any other behavioral traits. The added value beyond annotations is very low.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is extremely short, which is concise, but it is under-specified and lacks a clear sentence structure. It reads like a docstring with a URL and return annotation, not a purpose-built tool description. It could be improved with a clear verb and a brief explanation of the data content.

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

Completeness2/5

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

Given the simplicity (zero params, no output schema), the description is still incomplete. It does not tell the agent what the DataFrame contains (e.g., columns, rating levels, time range), nor does it describe any filtering or limits. The annotations cover safety, but the description does not provide enough context for confident invocation.

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 schema to explain. The baseline of 4 applies because no parameter documentation is needed. The description's mention of the return type is redundant with the rtype line but does not detract.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description is a noun phrase '新浪财经-ESG评级中心-ESG评级-华证指数' with a URL and return type, which implies it fetches ESG rating data from Sina Finance for the Huazheng index. It does not use an explicit verb like 'get' or 'fetch', and it does not differentiate itself from sibling ESG tools (e.g., stock_esg_msci_sina) beyond the source name in the title. The purpose is inferable but not clearly stated.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines1/5

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. No context about use cases, prerequisites, or distinctions from other ESG rating tools is provided. The description only supplies the source URL and return type, which does not help an agent decide when to select this tool.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/kevynf/akbridge'

If you have feedback or need assistance with the MCP directory API, please join our Discord server