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xiaozhozho

akshare-mcp

by xiaozhozho
OverviewSchemaRelated ServersScoreDiscussions
Python
Remote

akshare_stock_margin_other

Fetch margin trading data, block trades, suspension/resumption, technical indicators, and market statistics for Chinese stocks.

Instructions

Margin trading (融资融券) data including daily balances, short selling, and margin ratio changes. Also covers block trades (大宗交易), suspension/resumption (停复牌), chip distribution (筹码分布), technical indicators (技术指标), stock account statistics, market activity, secondary offerings (新股/次新股), stock news and sentiment, and other miscellaneous stock data.

Available Methods

  • stock_a_congestion_lg() 乐咕乐股-大盘拥挤度

  • stock_account_statistics_em() 东方财富网-数据中心-特色数据-股票账户统计

  • stock_info_a_code_name() 沪深京 A 股列表

  • stock_info_bj_name_code() 北京证券交易所-股票列表

  • stock_info_change_name(symbol='000503') 新浪财经-股票曾用名

  • stock_info_cjzc_em() 东方财富-财经早餐

  • stock_info_global_cls(symbol='全部') 财联社-电报

  • stock_info_global_em() 东方财富-全球财经快讯

  • stock_info_global_futu() 富途牛牛-快讯

  • stock_info_global_sina() 新浪财经-全球财经快讯

  • stock_info_global_ths() 同花顺财经-全球财经直播

  • stock_info_sh_delist(symbol='全部') 上海证券交易所-终止上市公司

  • stock_info_sh_name_code(symbol='主板A股') 上海证券交易所-股票列表

  • stock_info_sz_change_name(symbol='全称变更') 深证证券交易所-市场数据-股票数据-名称变更

  • stock_info_sz_delist(symbol='终止上市公司') 深证证券交易所-暂停上市公司-终止上市公司

  • stock_info_sz_name_code(symbol='A股列表') 深圳证券交易所-股票列表

  • stock_margin_account_info() 东方财富网-数据中心-融资融券-融资融券账户统计-两融账户信息

  • stock_margin_detail_sse(date='20230922') 上海证券交易所-融资融券数据-融资融券明细

  • stock_margin_detail_szse(date='20230925') 深证证券交易所-融资融券数据-融资融券交易明细

  • stock_margin_ratio_pa(symbol='深市', date='20260113') 融资融券-标的证券名单及保证金比例查询

  • stock_margin_sse(start_date='20010106', end_date='20230922') 上海证券交易所-融资融券数据-融资融券汇总

  • stock_margin_szse(date='20240411') 深圳证券交易所-融资融券数据-融资融券汇总

  • stock_margin_underlying_info_szse(date='20221129') 深圳证券交易所-融资融券数据-标的证券信息

  • stock_market_activity_legu() 乐咕乐股网-赚钱效应分析

  • stock_market_fund_flow() 东方财富网-数据中心-资金流向-大盘

  • stock_market_pb_lg(symbol='上证') 乐咕乐股-主板市净率

  • stock_market_pe_lg(symbol='深证') 乐咕乐股-主板市盈率

  • stock_new_a_spot_em() 东方财富网-新股-实时行情

  • stock_new_gh_cninfo() 巨潮资讯-数据中心-新股数据-新股过会

  • stock_new_ipo_cninfo() 巨潮资讯-数据中心-新股数据-新股发行

  • stock_szse_area_summary(date='202203') 深证证券交易所-总貌-地区交易排序

  • stock_szse_sector_summary(symbol='当月', date='202501') 深圳证券交易所-统计资料-股票行业成交数据

  • stock_szse_summary(date='20240830') 深证证券交易所-总貌-证券类别统计

  • stock_zh_a_gdhs_detail_em(symbol='000001') 东方财富网-数据中心-特色数据-股东户数详情

  • stock_zh_a_new_em() 东方财富网-行情中心-沪深个股-新股

  • stock_zh_a_stop_em() 东方财富网-行情中心-沪深个股-两网及退市

  • stock_zh_b_daily(symbol='sh900901', start_date='19900101', end_date='21000118', adjust='') 新浪财经-B 股-个股的历史行情数据, 大量抓取容易封 IP

  • stock_zh_b_minute(symbol='sh900901', period='1', adjust='') 股票及股票指数历史行情数据-分钟数据

  • stock_zh_b_spot() 新浪财经-所有 B 股的实时行情数据; 重复运行本函数会被新浪暂时封 IP

  • stock_zh_b_spot_em() 东方财富网- B 股-实时行情

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
dateNo
adjustNo
methodYes
periodNo
symbolNo
end_dateNo
start_dateNo
params_jsonNo{}

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Tool Definition Quality

D1.6/5.0
Behavior2/5

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

Some methods include notes about IP blocking (e.g., '大量抓取容易封 IP'), but overall behavioral traits such as mutation, rate limits, or idempotency are not disclosed. No annotations provided to compensate.

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

Conciseness1/5

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

The description is extremely long and poorly structured, listing dozens of methods with minimal formatting. It lacks front-loading of essential information and is not concise.

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 tool's complexity (many methods, 8 parameters, no annotations), the description is incomplete. It does not explain how to use parameters, what the output schema contains, or how to choose between methods.

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

Parameters1/5

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

Schema coverage is 0%; the description does not explain any parameters. While the required 'method' parameter is implied by the list of methods, its format and constraints are not described. The 'params_json' parameter with default '{}' adds confusion without explanation.

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

Purpose2/5

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

The description starts with margin trading but then lists many unrelated functions (e.g., stock news, B-shares, account statistics), making the tool's purpose ambiguous. It does not differentiate from sibling tools like akshare_stock_a or akshare_fund.

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?

No guidance on when to use this tool vs alternatives. The description is a list of methods without any context about use cases or prerequisites.

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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