PolyAnalyst MCP Server™
Effortless Automation
and Integration with AI
The PolyAnalyst MCP (Model Context Protocol) Server provides comprehensive AI-powered access to PolyAnalyst’s advanced data analytics platform. It enables seamless interaction with enterprise-grade data processing, machine learning, and business intelligence capabilities through a conversational interface.
Core Capabilities
Data Integration & Management
- Multi-format Data Loading: Import data from CSV, JSON, Excel, XML, RSS feeds, web URLs, and direct manual input
- Smart Data Transformation: Create derived columns, filter rows, sort, sample, and partition datasets
- Advanced Data Operations: Join, merge, aggregate, and find distinct values across multiple datasets
- Automated Workflows: Build and execute complex data processing pipelines
Analytics & Visualization
- Interactive Charts: Create General Aggregation Charts (bar, line, pie, area, stacked variants) and Timeline Charts
- Statistical Analysis: Correlation analysis with Pearson, Spearman, Kendall, and Cramer’s V methods
- Factor Analysis: Extract latent factors using PCA and Maximum Likelihood methods
- Real-time Data Exploration: Generate statistics, preview data, and analyze distributions
Machine Learning & Modeling
- Predictive Modeling:
- Linear Regression for numerical targets
- Linear Classification for categorical outcomes
- Text Analytics:
- Entity Extraction with standard entities (people, organizations, locations, dates, currencies, etc.)
- Custom entity definitions using XPDL syntax
- Taxonomy-based text classification with hierarchical categories
- Model Evaluation: Automatic model scoring and explanation generation
Business Intelligence
- Interactive Reports: Create, manage, and publish web-based analytical reports
- Dashboard Components: Add tables, charts, text, selection lists, and statistical widgets
- Enhanced Drill-Down: Link components for interactive data exploration
- Access Control: Configure user group permissions and sheet visibility
- Publication: Share reports with guest access capabilities
Project Management
- Database Operations: Create, duplicate, move, search, and organize projects and folders
- Version Control: Track project versions and restore from backups
- Metadata Management: Edit project properties, descriptions, and ownership
- Space Management: Move projects between spaces and calculate storage usage
AI-Assisted Development
- Expression Languages Support:
- SRL (Semantic Rule Language) for data transformations
- PDL (Pattern Definition Language) for taxonomy patterns
- XPDL (eXtended Pattern Definition Language) for entity extraction
- Syntax Validation: Real-time expression checking and error prevention
- Contextual Help: Integrated documentation search and retrieval
- Smart Suggestions: Context-aware recommendations for analytics workflows
Benefits
