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 lj22503/awesome-finai-tools-zn --skill awesome-finai-tools-zngit clone --depth 1 https://github.com/lj22503/awesome-finai-tools-znWrote 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/lj22503/awesome-finai-tools-zn/awesome-finai-tools-zn)<a href="https://agentmods.dev/skills/lj22503/awesome-finai-tools-zn/awesome-finai-tools-zn"><img src="https://agentmods.dev/badge/skills/lj22503/awesome-finai-tools-zn/awesome-finai-tools-zn/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/lj22503/awesome-finai-tools-zn/awesome-finai-tools-zn"><img src="https://agentmods.dev/badge/skills/lj22503/awesome-finai-tools-zn/awesome-finai-tools-zn.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 | $0.00063 | $0.04014 |
| Opus 5 | $0.00032 | $0.02007 |
| Sonnet 5 | $0.00013 | $0.00803 |
| Haiku 4.5 | $0.00006 | $0.00401 |
Grade A, and why
finai-tools-hub scanned grade A with 0 findings 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 402 lines — stays where its author put it; the contents beside it link to each section on GitHub.
命名说明：本仓库 GitHub 名
awesome-finai-tools-zn，Anthropic Skill 内部标识名为finai-tools-hub（SKILL.md frontmattername）。两者不同是按 Anthropic Skills 规范的有意设计——仓库名是 GitHub 标识，Skill 内部名是 agent 加载时的 unique identifier。
FinAI Tools Hub — Agent Skill
使用方法
- 用户提出金融需求 → 2. 从下方分类找到对应工具 → 3. 按安装命令安装 → 4. 按输入/输出格式调用
工具分类索引
用户需求 → 工具推荐映射
| 用户需求 | 推荐工具 | 理由 |
|---|---|---|
| 查A股实时行情（零配置） | opencli-eastmoney-quote |
秒出结果，无需任何安装确认 |
| 看今日主力资金流向 | opencli-eastmoney-money-flow |
今日/5日/10日排行 |
| 查板块涨跌/资金 | opencli-eastmoney-sectors |
行业/概念/地域 |
| 看北向资金 | opencli-eastmoney-northbound |
逐分钟数据 |
| 查龙虎榜 | opencli-eastmoney-longhu |
营业部/机构席位 |
| 看散户关注度 | opencli-eastmoney-hot-rank |
人气排行 |
| 搜股票代码/名称 | opencli-xueqiu-search |
中文/代码均可 |
| 看社区舆情/热帖 | opencli-xueqiu-hot |
雪球热门帖子 |
| 获取多维度A股数据 | ashare-mcp 或 stock-data-mcp |
30~43个tool，MCP协议 |
| 免费历史K线 | baostock |
1990年至今，零配置 |
| 多数据源聚合行情 | akshare |
东方财富/新浪/腾讯 |
| 高质量财务数据 | tushare |
需注册（免费有积分） |
| Alpha因子计算 | finance-mcp-alpha |
WorldQuant 101因子 |
| 量化策略回测 | qtrade 或 qlib |
15种策略/微软框架 |
| 多Agent投研分析 | tradingagents |
基本面+舆情+技术面团队 |
| 强化学习量化 | finrl |
DDPG/PPO/SAC |
| 机构级最全数据 | wind |
昂贵但最全 |
| 实时A股（最完整MCP） | ashare-mcp |
30 tool，生产级 |
工具详情
opencli-eastmoney-quote
类型：CLI
分类：market_data
用途：实时行情查询（A股/港股/美股）
输入：stock_codes — 股票代码，多个逗号分隔
opencli eastmoney quote 600519
opencli eastmoney quote sh600000,sz000858,hk00700
输出：JSON，含 price/changePercent/open/high/low/volume/turnoverRate/peDynamic/marketCap
安装：npm install -g @jackwener/opencli
依赖：无（零配置）
费用：免费
输出示例：{"code":"600519","name":"贵州茅台","price":1212.72,"changePercent":0.42}
opencli-eastmoney-money-flow
类型：CLI
分类：market_data
用途：主力资金净流入排行
输入：range（today/5d/10d），limit（数量），order（desc/asc）
opencli eastmoney money-flow --range 5d --limit 20
输出：JSON，含 rank/code/name/mainNet/mainNetRatio/superNet/bigNet/mediumNet/smallNet
安装：npm install -g @jackwener/opencli
费用：免费
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 · 402 lines · 63 tokens per session scan A c1e84895071f
finai-tools-hub is a skill published in the GitHub repository lj22503/awesome-finai-tools-zn (18 stars, last pushed 1mo ago), licensed MIT. It adds 63 tokens to every session and 4,014 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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A routing and quality-check process for obtaining Chinese stock-market and company-financial data from sources such as Tushare Pro and AKShare.