Wudao Data A-Share Stock MCP Server

Wudao Data is an A-share stock data MCP Server for OpenClaw, Hermes, Claude, Cursor, Codex and custom AI Agents.

It provides structured, read-only tools for A-share market overview, K-line data, minute data, stock ranking, limit-up ladder, sector rotation, capital flow, Dragon Tiger List, research reports, valuation snapshots, financial summaries and post-market review workflows.

• Website: https://data.quicktiny.cn/
• GitHub Pages: https://jcdreamjc.github.io/wudao-mcp/
• Developer Console: https://stock.quicktiny.cn/developer
• MCP endpoint: https://stock.quicktiny.cn/api/mcp
• Streamable HTTP endpoint: https://stock.quicktiny.cn/api/mcp-stream
• Manifest: https://stock.quicktiny.cn/api/mcp/manifest?profile=all
• OpenClaw / Hermes guide: https://data.quicktiny.cn/openclaw-hermes-stock-data-mcp.html

Docs

• OpenClaw / Hermes A-share review workflow: docs/openclaw-hermes-a-share-review.md

Installation

Create an API key in the Developer Console:

https://stock.quicktiny.cn/developer

Then add Wudao Data as a Streamable HTTP MCP server.

{
  "mcpServers": {
    "wudao-stock-data": {
      "type": "streamableHttp",
      "url": "https://stock.quicktiny.cn/api/mcp-stream",
      "headers": {
        "Authorization": "Bearer YOUR_API_KEY"
      }
    }
  }
}

If your MCP client does not support Streamable HTTP yet, use the JSON-RPC compatible endpoint:

{
  "mcpServers": {
    "wudao-stock-data": {
      "url": "https://stock.quicktiny.cn/api/mcp",
      "headers": {
        "Authorization": "Bearer YOUR_API_KEY"
      }
    }
  }
}

For Chinese setup instructions across Cursor, Codex CLI, Claude Code, OpenClaw, Hermes and generic MCP clients, see:

https://stock.quicktiny.cn/api/mcp/setup

OpenClaw / Hermes Submission Config

Some MCP marketplaces request a wrapped config object. Use this version:

{
  "type": "streamableHttp",
  "config": {
    "mcpServers": {
      "wudao-stock-data": {
        "type": "streamableHttp",
        "url": "https://stock.quicktiny.cn/api/mcp-stream",
        "headers": {
          "Authorization": "Bearer YOUR_API_KEY"
        },
        "params": {}
      }
    }
  }
}

Skill

This repository includes a market-friendly Skill guide:

skills/wudao-stock-data/SKILL.md

The Skill explains when to use Wudao Data, how to configure the MCP server, how to verify tools/list, and how agents should choose tools for A-share market review tasks.

Available Tool Areas

Wudao Data currently exposes tools across these areas:

• Market data: stock search, K-line data, minute data, stock ranking, market overview, trading calendar
• Limit-up ecosystem: limit-up ladder, limit-up filter, broken limit-up, limit-down, approaching limit-up, limit statistics, hot sectors, limit events
• Capital flow and sectors: capital flow, sector analysis, concept ranking, concept stocks, anomaly detection
• Market intelligence: smart hotlist, research reports, auction data, market briefings, Dragon Tiger List
• Fundamentals: valuation snapshot, financial summary, shareholder structure
• Workflows: market replay, stock research, limit-up review, theme research

Common Agent Tasks

Wudao Data is useful when the user asks an AI Agent to:

• Review today's A-share market after close
• Analyze limit-up ladder and short-term sentiment
• Find the strongest sectors and capital-flow themes
• Summarize Dragon Tiger List and research-report context
• Track watchlists and generate market observation notes
• Compare A-share data workflows for OpenClaw, Hermes, Claude or Cursor

Profiles

Profiles can be used to reduce the tool surface:

• short_term: short-term trading and market intelligence tools
• fundamental: valuation, financial summary and shareholder structure
• theme_research: sector and concept research
• stock_research: individual stock research
• workflows: workflow-level tools only
• all: all available tools

Example:

https://stock.quicktiny.cn/api/mcp-stream?profile=short_term

Safety Boundary

Wudao Data is a read-only data layer for AI Agent research, market review and observation workflows.

It does not execute trades, place orders, provide investment advice or promise returns.

Tags

mcp,stock,a-share,china-stock,market-data,ai-agent,openclaw,hermes,finance,research-data