mcp-yfinance-server
★ 55
vs
semble
★ 4.5k
mcp-yfinance-server vs semble
mcp-yfinance-server: This project sets up a stock price server using Yahoo Finance API and MCP protocol. It provides real-time stock data, technical indicators, watchlist management, and volatility analysis. Designed for AI agents and dashboards, it exposes 18 tools for comprehensive stock analysis.; semble: Semble is a high-performance code search library designed for AI agents, providing instant access to precise code snippets. It offers significantly faster indexing and querying compared to transformer models, achieving 99% of their retrieval quality while running entirely on CPU without external dependencies.
01
TL;DR
Choose mcp-yfinance-server if…Dynamic watchlist management for tracking multiple stocks
Choose semble if…Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
02
Side-by-Side Comparison
03
Features
mcp-yfinance-server01Real-time stock price retrieval
02Watchlist management (add, view prices)
03Technical analysis (RSI, MACD, moving averages)
04Volatility analysis (ATR, historical volatility)
05Trend analysis and momentum detection
semble01Fast performance on CPU (indexes in ~250ms, queries in ~1.5ms)
02High accuracy (NDCG@10 of 0.854), comparable to transformer models
03Supports indexing local paths and remote Git repositories
04Functions as an MCP server for various AI agents
05Zero setup, no API keys, GPU, or external services required
04
Use Cases
mcp-yfinance-server↳Dynamic watchlist management for tracking multiple stocks
↳Deep-dive technical analysis for investment decisions
↳Powering stock-focused autonomous agents or dashboards
semble↳Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
↳Searching local or remote codebases for specific code snippets based on natural language or code queries
↳Finding semantically similar code sections related to a given file path and line number
05
Best For
mcp-yfinance-serverTrendingAPI Integration
sembleCode AssistantRAG / Knowledge Base
FAQ
FAQ
What is the difference between mcp-yfinance-server and semble?
Both mcp-yfinance-server and semble are in the Observability category. mcp-yfinance-server has 55 stars, while semble has 4.5k stars.
Which is better, mcp-yfinance-server or semble?
The best choice depends on your use case. Choose mcp-yfinance-server if Dynamic watchlist management for tracking multiple stocks, and semble if Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities.
Is mcp-yfinance-server free or open source?
Yes, mcp-yfinance-server is open source on GitHub (MIT).
Is semble free or open source?
Yes, semble is open source on GitHub (MIT).
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