yfinance-mcp
★ 147
vs
fastmcp
★ 25.4k
yfinance-mcp vs fastmcp
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.; fastmcp: FastMCP is a standard framework for building Model Context Protocol (MCP) applications, which connect LLMs to tools and data. It simplifies the process by automatically generating schemas, validation, and documentation for tools, and managing transport negotiation and authentication for server connections. FastMCP offers a comprehensive solution for developing, deploying, and scaling MCP-powered systems.
01
TL;DR
Choose yfinance-mcp if…Integrate real-time stock data and news into chatbots
Choose fastmcp if…Building LLM applications that interact with custom tools and data sources
02
Side-by-Side Comparison
03
Features
yfinance-mcp01Retrieve 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
fastmcp01Automatic schema, validation, and documentation generation for tools
02Managed transport negotiation, authentication, and protocol lifecycle for server connections
03Wraps Python functions into MCP-compliant tools, resources, and prompts (Servers)
04Connects to any MCP server with full protocol support (Clients)
05Provides interactive UIs for tools rendered directly in conversations (Apps)
04
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
fastmcp↳Building LLM applications that interact with custom tools and data sources
↳Creating interactive conversational UIs for backend functionalities
↳Developing and deploying scalable MCP servers and clients
05
Best For
yfinance-mcpTrendingDev Tooling
fastmcpMost PopularDev ToolingLLM Infra
FAQ
FAQ
What is the difference between yfinance-mcp and fastmcp?
Both yfinance-mcp and fastmcp are in the Dev Tooling category. yfinance-mcp has 147 stars, while fastmcp has 25.4k stars.
Which is better, yfinance-mcp or fastmcp?
The best choice depends on your use case. Choose yfinance-mcp if Integrate real-time stock data and news into chatbots, and fastmcp if Building LLM applications that interact with custom tools and data sources.
Is yfinance-mcp free or open source?
Yes, yfinance-mcp is open source on GitHub (MIT).
Is fastmcp free or open source?
Yes, fastmcp is open source on GitHub (Apache-2.0).
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