stock-mcp
★ 154
vs
ruflo
★ 56.4k
stock-mcp vs ruflo
stock-mcp: Stock MCP Server is an intelligent stock data service built on the Model Context Protocol, offering one-stop access to global market data. It provides real-time A-share, Hong Kong, and US stock data, AI-driven deep analysis, and comprehensive macroeconomic indicators, all deployable via Docker.; ruflo: Ruflo v3 is an enterprise AI orchestration platform for Claude-based multi-agent swarms, closely related to Claude Flow. It features an inter-agent consensus algorithm, vector database integration for persistent memory, self-learning workflows, and native Claude Code SDK integration. Designed for deploying autonomous agent pipelines at scale with shared state management.
01
TL;DR
Choose stock-mcp if…Querying historical stock prices and generating AI analysis reports
Choose ruflo if…Running parallel Claude agent swarms for large-scale document processing
02
Side-by-Side Comparison
03
Features
stock-mcp01Global Market Coverage for A-share, HK, US stocks
02AI-driven Deep Analysis and Smart Search
03One-click Docker Deployment and Quick Start
04Integrated Multiple Data Sources (e.g., Tushare, yFinance)
05Comprehensive Macroeconomic Data Access
ruflo01Inter-agent consensus algorithm for coordinated multi-agent decisions
02Vector database integration for persistent long-term agent memory
03Native Claude Code SDK integration for autonomous workflow execution
04Self-learning AI that improves from past executions
05Enterprise-grade orchestration with shared state across agent swarms
04
Use Cases
stock-mcp↳Querying historical stock prices and generating AI analysis reports
↳Obtaining real-time market quotes and news for individual or multiple stocks
↳Accessing and analyzing stock fundamental financial data
↳Retrieving and monitoring key macroeconomic indicators
↳Utilizing an integrated API test tool for visualization and debugging
ruflo↳Running parallel Claude agent swarms for large-scale document processing
↳Building autonomous workflows that require inter-agent coordination and consensus
↳Deploying production AI pipelines with persistent vector memory across sessions
05
Best For
stock-mcpHidden GemLLM InfraAPI Integration
rufloMost PopularMulti-AgentWorkflow Automation
FAQ
FAQ
What is the difference between stock-mcp and ruflo?
Both stock-mcp and ruflo are in the Vision / Multimodal category. stock-mcp has 154 stars, while ruflo has 56.4k stars.
Which is better, stock-mcp or ruflo?
The best choice depends on your use case. Choose stock-mcp if Querying historical stock prices and generating AI analysis reports, and ruflo if Running parallel Claude agent swarms for large-scale document processing.
Is stock-mcp free or open source?
Yes, stock-mcp is open source on GitHub.
Is ruflo free or open source?
Yes, ruflo is open source on GitHub (MIT).
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