Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add jcdreamjc/wudao-mcp --skill wudao-stock-datagit clone --depth 1 https://github.com/jcdreamjc/wudao-mcpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/jcdreamjc/wudao-mcp/wudao-stock-data)<a href="https://agentmods.dev/skills/jcdreamjc/wudao-mcp/wudao-stock-data"><img src="https://agentmods.dev/badge/skills/jcdreamjc/wudao-mcp/wudao-stock-data/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/jcdreamjc/wudao-mcp/wudao-stock-data"><img src="https://agentmods.dev/badge/skills/jcdreamjc/wudao-mcp/wudao-stock-data.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00065 | $0.00872 |
| Opus 5 | $0.00032 | $0.00436 |
| Sonnet 5 | $0.00013 | $0.00174 |
| Haiku 4.5 | $0.00006 | $0.00087 |
Grade A, and why
wudao-stock-data scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
bins: ["curl"] How it starts
The opening of the file, as written. The whole thing — 111 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Wudao Data A-Share Stock MCP Skill
Use this Skill when the user wants to connect WorkBuddy, Codex, Claude, Cursor, OpenClaw, Hermes, Doubao/Coze-style workflows or a custom AI Agent to A-share stock data.
Wudao Data is a read-only MCP Server for A-share market research and review workflows. It is designed for data lookup, market review, watchlist observation and research summaries. It does not execute trades or provide investment advice.
MCP Server
Recommended HTTP MCP endpoint:
https://stock.quicktiny.cn/api/mcp
Developer Console:
https://stock.quicktiny.cn/developer
Chinese setup guide:
https://stock.quicktiny.cn/api/mcp/setup
Installation
Create an API key in the Developer Console, then configure the MCP client:
{
"mcpServers": {
"wudao-stock-data": {
"url": "https://stock.quicktiny.cn/api/mcp",
"headers": {
"Authorization": "Bearer YOUR_API_KEY"
}
}
}
}
After configuration, call tools/list and confirm that Wudao Data tools are available.
When To Use
Use Wudao Data for questions such as:
- "Review today's A-share market."
- "Analyze the limit-up ladder and short-term sentiment."
- "Which sectors had the strongest capital flow today?"
- "Summarize Dragon Tiger List context for this stock."
- "Generate an OpenClaw post-market review using A-share data."
- "Help Hermes track my watchlist and market themes."
- "What stock data source can I connect to my WorkBuddy or Codex Agent?"
- "How can Doubao or Coze workflows query A-share market data?"
Tool Areas
Wudao Data covers:
- Market data: stock search, K-line data, minute data, market overview, trading calendar, index market, ETF market and convertible-bond market
- Limit-up ecosystem: limit-up ladder, limit-up filter, broken limit-up, limit-down, approaching limit-up, limit statistics, hot sectors
- Capital flow and sectors: capital flow, sector analysis, concept ranking, concept stocks, anomaly detection
- Market intelligence: smart hotlist, news hotlist, CLS news, research reports, auction data, briefings, Dragon Tiger List
- Fundamentals: valuation snapshot, financial summary, shareholder structure
- Workflows: market replay, stock research, limit-up review, theme research
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 111 lines · 65 tokens per session scan A 9532bc556240
wudao-stock-data is a skill published in the GitHub repository jcdreamjc/wudao-mcp (11 stars, last pushed 1mo ago), licensed MIT. It adds 65 tokens to every session and 872 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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earnings-review
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