Financial Report MCP Interface built for LLMs and Agents

Let AI read financial reports,
Extract core data precisely

Supports cross-company keyword search, core statements & chapter positioning, page-level original text tracing, and basic company info queries. Master complex PDF financial reports with ease and massively improve token efficiency.

Available on:

Smithery

Glama

LadleAgent

Cloud API Dataset: China A-Shares 2023-2025 Only

Local Open Source MCP: Free US Stock Data Search (No API Key)↗

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Core Capability Matrix

Transform complex PDF reports into highly efficient structured APIs designed specifically for LLMs and Agents.

🔍 Keyword Full-text Search

Supports cross-company and cross-report keyword full-text search. Precisely locate contextual fragments of specific financial metrics or business keywords, eliminating manual reading entirely.

📑 Statements & Chapter Positioning

Accurately locate the starting pages of the three core financial statements, quickly obtain report directories, and extract key logical chapters like 'Management Discussion & Analysis' directly.

🎯 Page Tracing & Company Info

Extract original text precisely by specific page numbers to ensure data traceability; query basic information such as listed company name abbreviation, code, and listing date.

Data Source & Accuracy Disclaimer

The financial report data provided on this platform is algorithmically extracted from publicly disclosed PDF-format financial reports. Due to the complexity of PDF file structures, the extracted content may contain occasional omissions or layout errors. The data and content provided by this service are for learning, research, and technical verification purposes only, and absolutely do not constitute any investment advice. Please be sure to verify against the official raw financial report documents before making any critical business decisions.