yfinance-mcp

★ 205

scholar-search-mcp

★ 249

yfinance-mcp vs scholar-search-mcp

Q: Which is better, yfinance-mcp or scholar-search-mcp?

By GitHub stars, scholar-search-mcp has more community adoption, but the best choice depends on your specific use case.

yfinance-mcp: yfinance-mcp is a Model Context Protocol server that wraps Yahoo Finance data via the yfinance library. It offers tools to retrieve ticker info, news, search, top entities, and price history with optional chart generation. Designed for easy integration with MCP clients like Claude.; scholar-search-mcp: This MCP server integrates Semantic Scholar and arXiv APIs to provide academic paper search and metadata retrieval for AI assistants. It supports features like keyword search with parallel merging, paper details, citations, references, author info, batch lookup, recommendations, and arXiv LaTeX source download. The tool can be configured for different AI assistants like Claude and Cursor.

TL;DR

yfinance-mcpDev Tooling · ★ 205

Integrate real-time stock data and news into chatbots

Read yfinance-mcp full review →

scholar-search-mcpDev Tooling · ★ 249

AI assistants can search for academic papers to answer research questions

Read scholar-search-mcp full review →

Side-by-Side Comparison

Field

yfinance-mcp

scholar-search-mcp

Features

yfinance-mcp

01Retrieve comprehensive stock data including company info, financials, and governance

02Fetch recent news articles for a stock symbol

03Search Yahoo Finance for quotes and news

04Get top entities (ETFs, funds, companies) by sector

05Fetch historical price data with optional candlestick/VWAP/volume profile charts

scholar-search-mcp

01Search papers with keyword search and parallel merge from Semantic Scholar and arXiv with optional filters

02Get full paper details including title, authors, abstract, citations

03Retrieve citations and references for a given paper

04Fetch author profiles and paper lists

05Batch lookup up to 500 papers in one call

Use Cases

yfinance-mcp

↳Integrate real-time stock data and news into chatbots

↳Build financial analysis tools with historical price charts

↳Search and screen stocks by sector and performance

scholar-search-mcp

↳AI assistants can search for academic papers to answer research questions

↳Researchers can quickly fetch paper details, citations, and references for literature review

↳Users can batch retrieve metadata for multiple papers efficiently

FAQ

What is the difference between yfinance-mcp and scholar-search-mcp?

Both yfinance-mcp and scholar-search-mcp are in the Dev Tooling category. yfinance-mcp has 205 stars, while scholar-search-mcp has 249 stars.

Which is better, yfinance-mcp or scholar-search-mcp?

The best choice depends on your use case. Choose yfinance-mcp if Integrate real-time stock data and news into chatbots, and scholar-search-mcp if AI assistants can search for academic papers to answer research questions.

Is yfinance-mcp free or open source?

Yes, yfinance-mcp is open source on GitHub (MIT).

Is scholar-search-mcp free or open source?

Yes, scholar-search-mcp is open source on GitHub (MIT).

Cloud Infrastructure

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Alternatives to yfinance-mcp →Alternatives to scholar-search-mcp →yfinance-mcp details →scholar-search-mcp details →

TL;DR

Side-by-Side Comparison

Features

Use Cases

FAQ

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