FlowLLM-AI/finance-mcp
LLM-powered MCP server for building financial deep-research agents, integrating web search, Crawl4AI scraping, and entity extraction into composable analysis flows.
Built on the FlowLLM framework, it combines YAML-based zero-code flow composition with 20+ pre-built financial analysis workflows and multi-protocol transport support (stdio/SSE/HTTP). Integrates Tushare for A-share data, Crawl4AI for web scraping, DashScope/Tavily for search, and includes intelligent multi-level caching to reduce API costs while supporting both MCP clients and FastMCP Python clients.
Available on PyPI.
Stars
18
Forks
2
Language
Python
License
Apache-2.0
Category
Last pushed
Feb 11, 2026
Monthly downloads
123
Commits (30d)
0
Dependencies
4
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