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AkTools MCP Server

by aahl

查找股票代码

search

Enter a company name or stock keyword to retrieve the corresponding stock code for A-shares, Hong Kong, or US markets. Avoids crypto and is best used when the stock code is unknown.

Instructions

根据股票名称、公司名称等关键词查找股票代码, 不支持加密货币。该工具比较耗时,当你知道股票代码或用户已指定股票代码时,建议直接通过股票代码使用其他工具

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
keywordYes搜索关键词,公司名称、股票名称、股票代码、证券简称
marketNo股票市场,仅支持: sh(上证), sz(深证), hk(港股), us(美股), 不支持加密货币sh

Implementation Reference

  • The @mcp.tool decorated function 'search' that handles the 'search' tool logic. It accepts a keyword and market, calls ak_search() helper, and returns the result as a formatted string.
    @mcp.tool(
        title="查找股票代码",
        description="根据股票名称、公司名称等关键词查找股票代码, 不支持加密货币。"
                    "该工具比较耗时,当你知道股票代码或用户已指定股票代码时,建议直接通过股票代码使用其他工具",
    )
    def search(
        keyword: str = Field(description="搜索关键词,公司名称、股票名称、股票代码、证券简称"),
        market: str = field_market,
    ):
        info = ak_search(None, keyword, market)
        if info is not None:
            suffix = f"交易市场: {market}"
            return "\n".join([info.to_string(), suffix])
        return f"Not Found for {keyword}"
  • Input schema for the search tool: keyword (str) and market (str with default 'sh'). Uses pydantic Field for descriptions.
    def search(
        keyword: str = Field(description="搜索关键词,公司名称、股票名称、股票代码、证券简称"),
        market: str = field_market,
    ):
  • The @mcp.tool decorator registers the 'search' function as an MCP tool with FastMCP.
    @mcp.tool(
        title="查找股票代码",
        description="根据股票名称、公司名称等关键词查找股票代码, 不支持加密货币。"
                    "该工具比较耗时,当你知道股票代码或用户已指定股票代码时,建议直接通过股票代码使用其他工具",
    )
  • The ak_search() helper function that performs the actual search logic by iterating over multiple akshare data sources (A-shares, HK, US stocks, ETFs) to find matching symbol or keyword.
    def ak_search(symbol=None, keyword=None, market=None):
        markets = [
            ["sh", ak.stock_info_a_code_name, "code", "name"],
            ["sh", ak.stock_info_sh_name_code, "证券代码", "证券简称"],
            ["sz", ak.stock_info_sz_name_code, "A股代码", "A股简称"],
            ["hk", ak.stock_hk_spot, "代码", "中文名称"],
            ["hk", ak.stock_hk_spot_em, "代码", "名称"],
            ["us", ak.get_us_stock_name, "symbol", "cname"],
            ["us", ak.get_us_stock_name, "symbol", "name"],
            ["sh", ak.fund_etf_spot_ths, "基金代码", "基金名称"],
            ["sz", ak.fund_etf_spot_ths, "基金代码", "基金名称"],
            ["sh", ak.fund_info_index_em, "基金代码", "基金名称"],
            ["sz", ak.fund_info_index_em, "基金代码", "基金名称"],
            ["sh", ak.fund_etf_spot_em, "代码", "名称"],
            ["sz", ak.fund_etf_spot_em, "代码", "名称"],
        ]
        for m in markets:
            if market and market != m[0]:
                continue
            all = ak_cache(m[1], ttl=86400, ttl2=86400*7)
            if all is None or all.empty:
                continue
            for _, v in all.iterrows():
                code, name = str(v[m[2]]).upper(), str(v[m[3]]).upper()
                if symbol and symbol.upper() == code:
                    return v
                if keyword and keyword.upper() in [code, name]:
                    return v
            for _, v in all.iterrows() if keyword else []:
                name = str(v[m[3]])
                if len(keyword) >= 4 and keyword in name:
                    return v
                if name.startswith(keyword):
                    return v
        return None
Behavior3/5

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

No annotations provided; description only mentions slowness but lacks details on auth, rate limits, or return format. Adequate but not comprehensive.

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?

Two short sentences, front-loaded with purpose and usage guidance. No superfluous text.

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 simple search tool, description covers purpose, when to use, and market limitations. Lacks output format but acceptable given simplicity.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema already covers parameters fully (100% coverage). Description adds no extra semantic meaning beyond what schema provides.

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?

Clearly states the tool searches for stock codes using keywords, explicitly excludes cryptocurrency, and distinguishes from siblings like stock_info or stock_prices.

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

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly advises when to avoid using this tool (if code is known) and recommends using other tools directly, citing time consumption.

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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