yli769227-jpg/ashare-mcp

Overview

An MCP server that exposes Chinese A-share financial statements as tools for large language models. It translates financial report data into a format LLMs can query through the Model Context Protocol. Built in Python, it serves as a bridge between AI agents and Chinese stock market financial data.

Best for

Best for
Developers who need to connect LLMs to Chinese A-share financial reports.

Use cases

• Querying financial statements from Chinese A-share listed companies
• Integrating Chinese equity data into LLM-based analysis pipelines
• Automating retrieval of balance sheets, income statements, and cash flows

Notes

An MCP server that exposes Chinese A-share financial statements as tools for large language models. It translates financial report data into a format LLMs can query through the Model Context Protocol. Built in Python, it serves as a bridge between AI agents and Chinese stock market financial data.

2 stars on GitHub. Last updated 2026-05-20. Licensed MIT.

Use cases

• Querying financial statements from Chinese A-share listed companies
• Integrating Chinese equity data into LLM-based analysis pipelines
• Automating retrieval of balance sheets, income statements, and cash flows

Pros

• Free and open source with a straightforward Python implementation
• Provides direct LLM access to structured Chinese financial data
• Low barrier to entry for developers familiar with MCP

Cons

• Very early stage with only 2 stars and limited community adoption
• Restricted to Chinese A-share market, no global coverage
• Requires an MCP-compatible client to function

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.