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.

48
/ 100
Emerging

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.

Maintenance 10 / 25
Adoption 11 / 25
Maturity 18 / 25
Community 9 / 25

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Stars

18

Forks

2

Language

Python

License

Apache-2.0

Last pushed

Feb 11, 2026

Monthly downloads

123

Commits (30d)

0

Dependencies

4

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/mcp/FlowLLM-AI/finance-mcp"

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