About Market News MCP
Market News MCP is an MCP server published by Melody-ZZZ in the Other category.
The repository has 1 stars and 0 forks, with the last commit 4 months ago. Recent commit activity is the strongest signal that reported issues will get attention.
Install
git clone https://github.com/Melody-ZZZ/Market_News_MCPThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
Tools (7)
aggregate_sentiment_scoreComputes daily average sentiment per ticker from stored news
Parameters not published.
analyze_stock_performanceCalculates abnormal return vs SPY and combines it with sentiment trends
Parameters not published.
fetch_market_newsFetches news for a list of tickers over a date range via the [MarketAux API](https://www.marketaux.com/) and stores results in SQLite
Parameters not published.
fetch_market_pricesRetrieves OHLCV price data via yfinance and stores it in SQLite
Parameters not published.
predict_stock_returnRuns inference with the trained model to predict next-day return and price
Parameters not published.
search_market_newsPerforms semantic search over stored news using Qdrant vector similarity
Parameters not published.
train_prediction_modelTrains a Random Forest regressor + classifier on sentiment/price features to predict next-day returns
Parameters not published.
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