{"repo":"FlowLLM-AI/finance-mcp","free":true,"listed":false,"github":"https://github.com/FlowLLM-AI/finance-mcp","clone":"git clone https://github.com/FlowLLM-AI/finance-mcp.git","description":"LLM-powered MCP server for building financial deep-research agents, integrating web search, Crawl4AI scraping, and entity extraction into composable analysis flows.","language":"Python","stars":24,"topics":["agent","deep-research-agent","finance","finance-mcp","mcp","mcp-server"],"license":"Apache-2.0","category":"mcp-servers","readme_excerpt":"Finance-MCP 📖 Project Overview Finance MCP is an intelligent agent toolkit and MCP server designed for financial research scenarios. Built on the FlowLLM framework, it integrates components such as Crawl4AI, Tushare, Tavily/DashScope 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 v0.1.x 🚀 Quick Start Installation Install Finance MCP using pip: Or using uv: Stdio Mode This mode runs Finance MCP directly through uvx , communicating via standard input/output. Ideal for local MCP clients. Service Mode (HTTP/SSE Server) This mode starts Finance MCP as a standalone HTTP/SSE server that can be accessed remotely. Step 1 : Configure Environment Variables Copy example.env to .env and fill in your API keys: Step 2 : Start the Server Start the Finance MCP server with SSE transport: The service will be available at: http://0.0.0.0:8001/sse Step 3 : Connect from ","default_branch":null,"files":null,"tree":[],"storefront":"/r/FlowLLM-AI","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/FlowLLM-AI/finance-mcp/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}