Build Financial Analysis into Your Hermes AI Agent with the FMP Skill

通过 FMP 技能为您的 Hermes AI 智能体构建财务分析能力

The Problem: Building AI agents that can answer real-time financial questions is tough. You need reliable data sources, API integrations, and the right abstractions to make it seamless. That’s why the Hermes community just shipped something powerful: the Financial Modeling Prep (FMP) skill. Whether you’re building a financial chatbot, an investment research assistant, or an autonomous trading dashboard, you now have a plug-and-play skill that gives your Hermes AI agent instant access to professional-grade financial data.

问题所在：构建能够回答实时财务问题的 AI 智能体非常困难。你需要可靠的数据源、API 集成以及合适的抽象层来实现无缝对接。正因如此，Hermes 社区刚刚发布了一项强大的功能：Financial Modeling Prep (FMP) 技能。无论你是在构建财务聊天机器人、投资研究助手，还是自动交易仪表盘，现在都有了一个即插即用的技能，让你的 Hermes AI 智能体能够即时获取专业级的财务数据。

What Can You Do? The FMP skill connects Hermes to real-time market data across multiple asset classes:

Stock quotes & fundamentals — real-time prices, company profiles, income statements
Financial ratios — P/E ratios, dividend yields, debt-to-equity metrics
Stock screeners — filter stocks by market cap, PE ratio, or custom criteria
Crypto & forex prices — Bitcoin, Ethereum, EUR/USD, and more
Market indices — CAC40, S&P 500, Nasdaq snapshots
News & movers — trending stocks and market sentiment

你能做什么？FMP 技能将 Hermes 连接到跨多种资产类别的实时市场数据：

股票报价与基本面 — 实时价格、公司概况、损益表
财务比率 — 市盈率 (P/E)、股息收益率、债务权益比等指标
股票筛选器 — 按市值、市盈率或自定义标准筛选股票
加密货币与外汇价格 — 比特币、以太坊、欧元/美元等
市场指数 — CAC40、标普 500、纳斯达克快照
新闻与行情 — 热门股票与市场情绪

How It Works: The skill is built on a clean abstraction over Financial Modeling Prep’s stable API (v2025+):

def fmp(path, **params):
    params["apikey"] = os.environ["FMP_API_KEY"]
    qs = "&".join(f"{k}={v}" for k, v in params.items())
    url = f"https://financialmodelingprep.com/stable/{path}?{qs}"
    return json.loads(urllib.request.urlopen(url).read())

With this helper, querying data is one line:

# Get Apple's current stock price
price = fmp("quote", symbol="AAPL")
print(f"AAPL: ${price[0]['price']} ({price[0]['changesPercentage']:+.2f}%)")

工作原理：该技能基于 Financial Modeling Prep 的稳定 API (v2025+) 构建了一个简洁的抽象层：（代码见上文）有了这个辅助函数，查询数据只需一行代码：（代码见上文）

Using It with Hermes: Setup is straightforward:

Get an API key from financialmodelingprep.com
Add it to your Hermes config (~/.hermes/.env): FMP_API_KEY=your_key_here
Ask your agent — now you can ask natural questions like:
- “What’s the current price of Tesla?”
- “Show me the PE ratio for Microsoft”
- “Find stocks with market cap > $100B and PE < 15”
- “What’s Bitcoin trading at right now?” Hermes will automatically route these queries to the FMP skill and deliver formatted, contextual answers.

在 Hermes 中使用：设置非常简单：

从 financialmodelingprep.com 获取 API 密钥
将其添加到你的 Hermes 配置文件 (~/.hermes/.env) 中：FMP_API_KEY=your_key_here
询问你的智能体——现在你可以提出自然语言问题，例如：
- “特斯拉目前的股价是多少？”
- “显示微软的市盈率”
- “查找市值大于 1000 亿美元且市盈率小于 15 的股票”
- “比特币现在交易价格是多少？” Hermes 会自动将这些查询路由到 FMP 技能，并提供格式化、上下文相关的答案。

Why This Matters: Financial data is increasingly important for AI agents. This skill removes the friction of integrating FMP—you get:

✅ Standardized endpoints — no guessing which API version to use
✅ Error handling baked in — reliable queries that don’t break
✅ Community-maintained — open-source means transparency and improvements
✅ Production-ready — using stable API endpoints

为什么这很重要：财务数据对 AI 智能体而言日益重要。该技能消除了集成 FMP 的阻碍，你将获得：

✅ 标准化端点 — 无需猜测使用哪个 API 版本
✅ 内置错误处理 — 可靠的查询，不会轻易中断
✅ 社区维护 — 开源意味着透明度和持续改进
✅ 生产就绪 — 使用稳定的 API 端点

Get Started: The FMP skill is live in the hermes-skills repository. If you’re building financial AI agents, check it out and give the repo a ⭐ to support the project. Have ideas for other financial endpoints? PRs welcome—let’s build the financial data layer for AI agents together.

开始使用：FMP 技能现已在 hermes-skills 仓库中上线。如果你正在构建财务 AI 智能体，请查看该项目并给仓库点个 ⭐ 以示支持。对其他财务端点有想法吗？欢迎提交 PR——让我们一起为 AI 智能体构建财务数据层。