Agent platform for data analysis
Curated data analysis MCP / Skill library
LadleAgent curates usable MCP tools and Skills for data analysis, and marks how each capability contributes to the pipeline.
Four capability stages from raw data to modeling conclusions
Data Ingestion
Seamlessly ingest multi-dimensional time-series records, public disclosure documents, and web text to build a reliable fact base for agents.
Parsing & Cleaning
Deeply parse complex long-text reports and refine massive discrete information into standardized structured knowledge through advanced algorithms.
Feature Derivation
Drive agents to autonomously perform multi-dimensional data mining, executing statistical indicator calculations and deep feature extraction.
Model Deduction
Support running complex operating performance calculations and historical data hypothesis testing, outputting rigorous logical deductions through multi-scenario testing.
Featured
Verified capabilities

China A-Share Financial Analysis MCP
Provides tools for listing company profile search, report directory, page positioning, and full-text keyword search
CNINFO A-Share Announcement MCP
Provides local execution tools to discover, download, parse, and search China A-share CNINFO announcements
Korea DART Financial Report MCP
Provides local execution tools to discover, download, parse, and search Korea DART financial reports
LadleAgent