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Scored across 66 tools
Most tools have clearly distinct purposes, targeting different content types (announcements, reports, meetings, etc.) and markets (A, HK, US). However, the sheer number (66) can cause confusion, and some tools like the multiple financial statement variants (e.g., balance_sheet vs balance_sheet_hk) are similar but necessary due to market differences.
The naming follows a 'gangtise_<domain>_<operation>' pattern for many tools (e.g., announcement_list, announcement_download). However, exceptions like 'gangtise_lookup', 'gangtise_read_response', and 'gangtise_realtime' break the pattern, and some tools lack an explicit operation suffix (e.g., 'gangtise_balance_sheet').
With 66 tools, the server is overloaded for an MCP server. While the scope is broad (financial data covering multiple markets and content types), this number makes selection difficult for agents and suggests the server could benefit from splitting into smaller, more focused servers.
The tool set covers a wide range of financial data needs: announcements, financial statements, K-lines, real-time quotes, research reports, opinions, meetings, knowledge base, and EDB data. Missing some minor areas like corporate actions or dividends, but overall it provides a thorough surface for financial analysis.
