AgentLadle MCP CNINFO
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TDQS
Scored across 6 tools
Each tool has a distinct role: listing, downloading, parsing, searching, page retrieval, and stock code lookup. No overlap in functionality, making it easy for an agent to select the correct tool.
All tool names follow a consistent verb_noun pattern in snake_case (e.g., list_cninfo_announcements, download_cninfo_announcement, lookup_stock_code). Minor variation in verb choice ('lookup' vs 'list') is negligible.
With 6 tools covering the core workflow of discovering, downloading, parsing, and searching announcements, the count is well-scoped and avoids bloat. Each tool serves a necessary step in the process.
The tool set covers the primary lifecycle: list, download, parse, keyword search within a document, and page retrieval. Missing a cross-announcement search or category listing, but these are minor gaps that do not break the workflow.