Observability
11 connectors in this collection
Agent Error Propagation Tracker MCP
Trace error chains and calculate system impact in multi-agent environments.
Agent Self-Reflection & Sentiment Scanner MCP
Quantify agent self-correction behavior and sentiment by scanning execution logs for specific error and success markers.
Agent Self-Reflection Sentiment Scanner MCP
Analyzes agent execution logs to detect self-correction markers and measure stability.
Agent Self-Reflection & Sentiment Scanner MCP
Quantify agent self-correction behavior and sentiment by scanning execution logs for specific error and success markers.
Context Cache Invalidation Detector MCP
Detects context loss and reasoning drift caused by aggressive prompt caching.
Execution Trace Recorder and Validator MCP
Records and validates agent execution traces to ensure integrity, determinism, and performance.
OpenTelemetry Trace Context Extractor MCP
Extracts W3C TraceContext fields from HTTP headers.
OpenTelemetry Trace Latency Analyzer MCP
Analyze OpenTelemetry traces to identify latency bottlenecks and critical path inefficiencies.
OpenTelemetry TraceContext Validator MCP
Validates W3C TraceContext and OpenTelemetry headers for distributed agent tracing.
OpenTelemetry TraceContext Validator MCP
Validates W3C TraceContext and OpenTelemetry headers for distributed agent tracing.
Performance Regression Detector MCP
Detects performance regressions and predicts execution time failures in LLM workflows.