io.github.vola-trebla/ndjson-local-log-triage-mcp
Streams NDJSON log triage: query patterns, detect anomalies, summarize timelines without full load.
Versions
0.1.1latestTools 8
start_live_triage Start background log tailing with real-time Z-score anomaly alerting and heap memory safety limits.
query_log_pattern Filter NDJSON log file by field/value pattern, return top N matching entries.
detect_error_anomalies Z-score frequency analysis to find sudden error spikes by time window.
summarize_log_timeline Chronological severity aggregation — errors, warnings, and info counts per time window.
correlate_request Reconstruct a distributed trace by collecting all log events matching a trace/request ID across multiple NDJSON files, sorted chronologically.
discover_log_schema Analyze a log file to infer format and type schemas, including key type polymorphism and regex patterns for timestamps.
group_semantic_patterns Cluster similar log messages using Drain algorithm to isolate core events and parameter distributions.
query_external_logs Query external log providers (Datadog, Splunk, Elasticsearch) translating search patterns and mapping to OpenTelemetry format.
Permissions 1
filesystem low