Community Research MCP

""" Core utilities for the Community Research MCP. This module provides production-grade reliability and quality improvements: Circuit Breaker Prevent cascading failures from API exhaustion Retry Logic 5x reliability with exponential backoff Quality Scoring Confidence scores (0-100) for findings Deduplication 20% fewer duplicate results Metrics Performance monitoring and reporting """ from core.dedup import ( deduplicate_results, ) from core.metrics import ( APIMetrics, PerformanceMonitor, format_metrics_report, get_api_metrics, get_performance_monitor, ) from core.quality import ( SCORING_PRESETS, QualityScorer, ) from core.reliability import ( CircuitBreaker, CircuitState, RetryStrategy, get_circuit_breaker, resilient_api_call, ) __all__ = [ # Reliability "CircuitBreaker", "CircuitState", "RetryStrategy", "get_circuit_breaker", "resilient_api_call", # Quality "QualityScorer", # Quality "QualityScorer", "SCORING_PRESETS", # Deduplication "deduplicate_results", "get_api_metrics", "get_performance_monitor", "format_metrics_report", ]