LLM-powered MCP server for building financial deep-research agents, integrating web search, Crawl4AI scraping, and entity extraction into composable analysis flows.
Until 2026-09-24 this record combined several servers published from one repository. The others now have records of their own: iflow-mcp_flowllm-ai-finance-mcp. Checks from before that date include them.
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# <img src="docs/figure/logo.png" alt="Finance MCP Logo" width="4%" style="vertical-align: middle;"> Finance-MCP <p> <a href="https://pypi.org/project/finance-mcp/"><img src="https://img.shields.io/badge/python-3.10+-blue" alt="Python Version"></a> <a href="https://pypi.org/project/finance-mcp/"><img src="https://img.shields.io/pypi/v/finance-mcp.svg?logo=pypi" alt="PyPI Version"></a> <a href="./LICENSE"><img src="https://img.shields.io/badge/license-Apache--2.0-black" alt="License"></a> <a href="./README.md"><img src="https://img.shields.io/badge/English-Click-yellow" alt="English"></a> <a href="./README_ZH.md"><img src="https://img.shields.io/badge/简体中文-点击查看-orange" alt="简体中文"></a> <a href="https://github.com/flowllm-ai/finance-mcp"><img src="https://img.shields.io/github/stars/flowllm-ai/finance-mcp?style=social" alt="GitHub Stars"></a> </p> ## 📖 Project Overview Finance MCP is an intelligent agent toolkit and MCP server designed for financial research scenarios. Built on the [FlowLLM](https://github.com/flowllm-ai/flowllm) framework, it integrates components such as [Crawl4AI](https://github.com/unclecode/crawl4ai), [Tushare](https://tushare.pro/), [Tavily](https://www.tavily.com/)/[DashScope](https://help.aliyun.com/zh/model-studio/web-search) search, and more, helping you quickly build professional financial research agent systems. ### 💡 Why Choose Finance MCP? - ✅ **Zero-Code Configuration**: Combine operators through YAML configuration files without writing service code - ✅ **Out-of-the-Box**: Pre-configured 20+ financial research-related flows covering common research scenarios - ✅ **Multi-Protocol Support**: Supports both MCP (stdio/SSE/HTTP) and HTTP RESTful API - ✅ **Smart Caching**: Built-in multi-level caching mechanism to improve efficiency and reduce costs - ✅ **Modular Design**: Each functional module is independently configurable, supporting enable/disable as needed ## 📰 Latest Updates - **[2025-12]** 🎉 Released finance-mcp …
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