Market Insights Server

Name: Market Insights Server
Author: jashchawla8

@jashchawla8

代码仓库

关于 Market Insights Server

暂无概览

基本信息

分类

金融与商务

运行时

html

传输方式

stdio

发布者

jashchawla8

配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "mcp-server-jashchawla8": {
      "command": "python",
      "args": [
        "spark_market_insights_server.py",
        "--commodity",
        "nickel"
      ]
    }
  }
}

工具

未检测到工具

工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。

概览

What is Market Insights Server?

Market Insights Server is a real-time commodity tracking system that uses Apache Spark, OpenAI GPT, and the MCP protocol to collect, process, and generate actionable market insights from Reddit, News APIs, and Yahoo Finance.

How to use Market Insights Server?

Install dependencies with pip install -r requirements.txt, then run python spark_market_insights_server.py --commodity "nickel" (or any other commodity). The server outputs cleaned text data, TF-IDF features, a GPT-4‑powered insight report, and a JSON export of insights.

Key features of Market Insights Server

Real‑time data collection from Reddit, News APIs, and Yahoo Finance
Scalable processing using Apache Spark (PySpark 3.5.0)
Natural language insights powered by GPT‑4
Configurable for any commodity market: energy, metals, agriculture, and more
Built‑in dynamic configuration generation and subreddit discovery
Ready for deployment with error handling, retries, and async collection

Use cases of Market Insights Server

Generate daily market sentiment reports for a specific commodity
Monitor supply‑chain disruptions (e.g., export bans) through Reddit and news sentiment
Combine price feeds with narrative analysis to anticipate price trends
Support trading or investment decisions with AI‑summarized insights