{"slug":"apache/skywalking-mcp","name":"Apache SkyWalking MCP","description":"An MCP server for integrating AI agents with the SkyWalking observability platform and its ecosystem.","category":"development","tags":[],"official":false,"stars":25,"transport":"stdio","install":null,"tools":[{"name":"query_traces","description":"Query traces with multi-condition filtering (service, endpoint, state, tags, and time range via start/end/step). Supports full, summary, and errors_only views with performance insights."},{"name":"query_logs","description":"Query logs with filters for service, instance, endpoint, trace ID, tags, and time range. Supports cold storage and pagination."},{"name":"execute_mqe_expression","description":"Execute MQE (Metrics Query Expression) to query and calculate metrics data. Supports calculations, aggregations, TopN, trend analysis, and multiple result types."},{"name":"list_mqe_metrics","description":"List available metrics for MQE queries. Filter by regex pattern; returns metric name, type, and catalog."},{"name":"get_mqe_metric_type","description":"Get type information (REGULAR_VALUE, LABELED_VALUE, SAMPLED_RECORD) for a specific metric to help build correct MQE expressions."},{"name":"list_layers","description":"List all layers registered in SkyWalking OAP (e.g. GENERAL, MESH, K8S)."},{"name":"list_services","description":"List all services registered in SkyWalking OAP under a specific layer."},{"name":"list_instances","description":"List all instances of a service (e.g. pods or JVM processes)."},{"name":"list_endpoints","description":"List endpoints of a service with optional keyword filtering."},{"name":"list_processes","description":"List processes of a service instance."},{"name":"query_events","description":"Query events (deployments, restarts, scaling) with filters for service, instance, endpoint, type, and layer."},{"name":"query_alarms","description":"Query alarms triggered by metric threshold breaches. Filter by scope, keyword, and tags."},{"name":"query_services_topology","description":"Query global or scoped service topology. Optionally filter by specific service IDs or layer."},{"name":"query_instances_topology","description":"Query service instance topology between a client service and a server service."},{"name":"query_endpoints_topology","description":"Query endpoint dependency topology for a given endpoint."},{"name":"query_processes_topology","description":"Query process topology for a given service instance."}],"env_vars":[],"auth_type":"none","github":"https://github.com/apache/skywalking-mcp","homepage":"","server_url":"","status":"active","source":"mcpservers.org","updated_at":"Mon May 25"}