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akshare-one-mcp

akshare-one-mcp

AKShare One MCP Server

PyPI version PyPI downloads Python versions License: MIT

Overview

An MCP server based on akshare-one, providing comprehensive interfaces for China stock market data. It offers a set of powerful tools for retrieving financial information including historical stock data, real-time data, news data, and financial statements.

Related MCP server: A股实时行情MCP服务器

Available Tools

Automatic source fallback

Except for get_inner_trade_data, whose upstream exposes a single source, every data tool takes a source parameter for the preferred data source and a fallback parameter (on by default) that decides whether the other sources of the same domain are tried when that source raises or returns an empty frame:

Domain

Order tried

Historical

eastmoney → eastmoney_direct → sina → ths

Real-time

eastmoney_direct → eastmoney → xueqiu → ths (the last two are skipped when no symbol is given)

News

eastmoney → ths

Financial statements

sina ⇄ eastmoney_direct

The requested source is always tried first; the order only governs the fallback. Because akshare-one projects every source onto its domain's declared columns, falling back cannot change the field names or their order. When every source fails, the error lists each one and why it failed; when every source succeeds but has no data, an empty result is returned. Set fallback to false to pin a single source — a failure then surfaces directly, which is useful when you need to know exactly where the numbers came from.

The source that actually served a call is logged under the akshare_one_mcp.providers logger.

Market Data Tools

get_hist_data

Get historical stock market data with support for multiple time periods and adjustment methods.

  • symbol (string, required): Stock code (e.g. '000001')

  • interval (string, optional): Time interval ('minute','hour','day','week','month','year') (default: 'day')

  • interval_multiplier (number, optional): Interval multiplier (default: 1)

  • start_date (string, optional): Start date in YYYY-MM-DD format (default: '1970-01-01')

  • end_date (string, optional): End date in YYYY-MM-DD format (default: '2030-12-31')

  • adjust (string, optional): Adjustment type ('none', 'qfq', 'hfq') (default: 'none')

  • source (string, optional): Data source ('eastmoney', 'eastmoney_direct', 'sina', 'ths') (default: 'eastmoney')

  • fallback (boolean, optional): Try 'eastmoney', 'eastmoney_direct', 'sina' and 'ths' in order when the chosen source fails or has no data (default: true)

  • indicators_list (list, optional): Technical indicators to add

  • recent_n (number, optional): Number of most recent records to return (default: 100)

get_realtime_data

Get real-time stock market data.

  • symbol (string, optional): Stock code

  • source (string, optional): Data source ('eastmoney_direct', 'eastmoney', 'xueqiu', 'ths') (default: 'eastmoney_direct')

  • fallback (boolean, optional): Try 'eastmoney_direct', 'eastmoney', 'xueqiu' and 'ths' in order when the chosen source fails or has no data (default: true; 'xueqiu' and 'ths' are skipped when no symbol is given, as they quote one symbol at a time)

News & Information Tools

get_news_data

Get stock-related news data.

  • symbol (string, required): Stock code

  • source (string, optional): Data source ('eastmoney', 'ths') (default: 'eastmoney')

  • fallback (boolean, optional): Try 'eastmoney' and 'ths' in order when the chosen source fails or has no data (default: true)

  • recent_n (number, optional): Number of most recent records to return, newest first (default: 10)

Financial Statement Tools

get_balance_sheet

Get company balance sheet data.

  • symbol (string, required): Stock code

  • source (string, optional): Data source ('sina', 'eastmoney_direct') (default: 'sina')

  • fallback (boolean, optional): Try the other source when the chosen one fails or has no data (default: true)

  • recent_n (number, optional): Number of most recent records to return (default: 10)

get_income_statement

Get company income statement data.

  • symbol (string, required): Stock code

  • source (string, optional): Data source ('sina', 'eastmoney_direct') (default: 'sina')

  • fallback (boolean, optional): Try the other source when the chosen one fails or has no data (default: true)

  • recent_n (number, optional): Number of most recent records to return (default: 10)

get_cash_flow

Get company cash flow statement data.

  • symbol (string, required): Stock code

  • source (string, optional): Data source ('sina', 'eastmoney_direct') (default: 'sina')

  • fallback (boolean, optional): Try the other source when the chosen one fails or has no data (default: true)

  • recent_n (number, optional): Number of most recent records to return (default: 10)

Analysis & Metrics Tools

get_inner_trade_data

Get company insider trading data.

  • symbol (string, required): Stock code

get_financial_metrics

Get key financial metrics from the three major financial statements.

  • symbol (string, required): Stock code

  • source (string, optional): Data source ('sina', 'eastmoney_direct') (default: 'eastmoney_direct')

  • fallback (boolean, optional): Try the other source when the chosen one fails or has no data (default: true)

  • recent_n (number, optional): Number of most recent records to return (default: 10)

get_time_info

Get current time with ISO format, timestamp, and the last trading day.

Installation & Setup

Running Modes

The server supports two modes: stdio and streamable-http

Command Line Arguments:

  • --streamable-http: Enable HTTP mode (default: stdio mode)

  • --host: Host to bind to in HTTP mode (default: 0.0.0.0)

  • --port: Port to listen on in HTTP mode (default: 8081)

Note: When using streamable-http mode, the MCP server will be available at http://{host}:{port}/mcp. For the default configuration, this would be http://0.0.0.0:8081/mcp.

Installation Options

Option 1: Via Smithery

To install akshare-one-mcp for Claude Desktop automatically via Smithery:

npx -y @smithery/cli install @zwldarren/akshare-one-mcp --client claude

Option 2: Via uv

Install uv if you haven't already.

uvx installs the package from PyPI and runs it on Python 3.12 or newer.

Add the following configuration to your MCP Client settings:

{
  "mcpServers": {
    "akshare-one-mcp": {
      "command": "uvx",
      "args": ["akshare-one-mcp"]
    }
  }
}

Option 3: Local Development Setup

  1. Clone this repository:

    git clone https://github.com/zwldarren/akshare-one-mcp.git
    cd akshare-one-mcp
  2. Install dependencies:

    uv sync
  3. Add the following configuration to your MCP Client settings:

    {
      "mcpServers": {
        "akshare-one-mcp": {
          "command": "uv",
          "args": [
            "--directory",
            "/path/to/akshare-one-mcp",
            "run",
            "akshare-one-mcp"
          ]
        }
      }
    }

Technical Indicators Reference

The get_hist_data tool supports the following technical indicators:

Trend Indicators

  • Moving Averages: SMA (Simple Moving Average), EMA (Exponential Moving Average)

  • Trend Tracking: MACD (Moving Average Convergence Divergence), APO (Absolute Price Oscillator), PPO (Percentage Price Oscillator)

  • Rate of Change: ROC (Rate of Change), ROCP (Rate of Change Percentage), ROCR (Rate of Change Ratio), ROCR100

  • Other: TRIX (Triple Exponential Moving Average), ULTOSC (Ultimate Oscillator)

Momentum Indicators

  • Relative Strength: RSI (Relative Strength Index), CCI (Commodity Channel Index)

  • Trend Strength: ADX (Average Directional Index), DX (Directional Index)

  • Money Flow: MFI (Money Flow Index), MOM (Momentum), CMO (Chande Momentum Oscillator), WILLR (Williams %R)

Volatility Indicators

  • Bollinger Bands: BOLL (Bollinger Bands)

  • Average True Range: ATR (Average True Range)

  • Parabolic SAR: SAR (Parabolic Stop and Reverse)

Volume Indicators

  • Volume: OBV (On-Balance Volume), AD (Accumulation/Distribution Line), ADOSC (Accumulation/Distribution Oscillator)

Other Indicators

  • Stochastic: STOCH (Stochastic Oscillator)

  • Aroon: AROON (Aroon Indicator), AROONOSC (Aroon Oscillator)

  • Balance of Power: BOP (Balance of Power)

  • Directional Indicators: MINUS_DI, MINUS_DM, PLUS_DI, PLUS_DM

  • Time Series Forecast: TSF (Time Series Forecast)

Available Tools

9 tools
get_balance_sheetGet Balance SheetAInspect

Get company balance sheet data.

With fallback on, the sources are tried as 'sina' and 'eastmoney_direct', starting with the requested one.

Inputs: symbol (required), source, fallback, recent_n. Returns: result

get_cash_flowGet Cash FlowAInspect

Get company cash flow statement data.

With fallback on, the sources are tried as 'sina' and 'eastmoney_direct', starting with the requested one.

Inputs: symbol (required), source, fallback, recent_n. Returns: result

get_financial_metricsGet Financial MetricsAInspect

Get key financial metrics from the three major financial statements.

With fallback on, the sources are tried as 'sina' and 'eastmoney_direct', starting with the requested one.

Inputs: symbol (required), source, fallback, recent_n. Returns: result

get_hist_dataGet Hist DataAInspect

Get historical stock market data. 'eastmoney_direct' support all A,B,H shares

With fallback on, the sources are tried as 'eastmoney', 'eastmoney_direct', 'sina' and 'ths', starting with the requested one.

Inputs: symbol (required), adjust, source, end_date, +6 more. Returns: result

get_income_statementGet Income StatementAInspect

Get company income statement data.

With fallback on, the sources are tried as 'sina' and 'eastmoney_direct', starting with the requested one.

Inputs: symbol (required), source, fallback, recent_n. Returns: result

get_inner_trade_dataGet Inner Trade DataBInspect

Get company insider trading data.

Inputs: symbol (required). Returns: result

get_news_dataGet News DataAInspect

Get stock-related news data.

With fallback on, the sources are tried as 'eastmoney' and 'ths', starting with the requested one.

Inputs: symbol (required), source, fallback, recent_n. Returns: result

get_realtime_dataGet Realtime DataAInspect

Get real-time stock market data. 'eastmoney_direct' support all A,B,H shares

With fallback on, the sources are tried as 'eastmoney_direct', 'eastmoney', 'xueqiu' and 'ths', starting with the requested one.

Inputs: source, symbol, fallback. Returns: result

get_time_infoGet Time InfoBInspect

Get current time with ISO format, timestamp, and the last trading day.

Inputs: no named parameters. Returns: object

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    A3.7/5.0

    Scored across 9 tools

    Disambiguation5/5

    Each tool retrieves a distinct data category: news, balance sheet, cash flow, financial metrics, income statement, time, insider trades, historical prices, and realtime prices. The four financial-statement tools are related but clearly separated by resource, and get_financial_metrics is explicitly described as derived metrics rather than raw statement data.

    Naming Consistency5/5

    All nine tools follow a consistent snake_case get_<resource> pattern. The resource names are readable and predictable, with no mixed conventions.

    Tool Count5/5

    Nine tools is well within the appropriate range for a focused stock-data server. Each tool covers a separate data category, so none feels redundant or unnecessary.

    Completeness3/5

    The surface covers core price data, news, insider trades, and the three financial statements plus derived metrics. However, it lacks stock search/ticker lookup or basic company profile tools, which are notable gaps for an agent that needs to discover or identify securities.

    Maintenance

    ActivityMaintained
    ResponsivenessLimited data

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