What features does Last9 MCP server provide?

Q: What features does Last9 MCP server provide?

Observability & APM Tools: Access server-side utilities for get_exceptions, get_service_summary, get_service_environments, get_service_performance_details, get_service_operations_summary, and get_service_dependency_graph to assess health and performance.. Prometheus/PromQL Tools: Execute prometheus_range_query and prometheus_instant_query, and discover label values/labels via prometheus_label_values and prometheus_labels for metric-driven workflows.. Logs Management: Fetch aggregated logs, manage drop rules, retrieve raw service logs, and inspect log attributes with get_logs, get_drop_rules, add_drop_rule, get_service_logs, and get_log_attributes.. Traces Management: Perform advanced trace queries and retrieve traces by trace ID or service, plus trace attribute discovery using get_traces, get_service_traces, and get_trace_attributes.. Change Events: Retrieve last9_change_events within a time window to monitor deployments, config changes, and other system modifications.. Alert Management: Fetch alert configurations and currently active alerts from Last9 monitoring with get_alert_config and get_alerts.. Installation & Configuration: Flexible installation via Homebrew or NPM and environment-variable configuration (Last9 tokens, OTLP endpoint/headers) to tailor the MCP server for your environment.. Development & HTTP Mode: HTTP mode for development/debugging, with curl testing examples and guidance for running and testing the MCP server.

Last9 MCP Server 2025: Features & Setup Guide

Overview

Last9 MCP Server is a Model Context Protocol server implementation for Last9 that enables AI agents to fetch real-time production context—logs, metrics, and traces—into local development environments to accelerate debugging and automated code fixes. It exposes a comprehensive set of MCP tools across Observability, Prometheus metrics, logs, traces, change events, and alerts, allowing clients to query service health, performance, environments, and operational details. Observability & APM tools (get_exceptions, get_service_summary, get_service_environments, get_service_performance_details, get_service_operations_summary, get_service_dependency_graph) provide both high-level summaries and deep dives into throughput, error rates, and dependencies. Prometheus/PromQL tools (prometheus_range_query, prometheus_instant_query, prometheus_label_values, prometheus_labels) enable range/instant queries and label discovery for metric-driven debugging. Logs Management tools (get_logs, get_drop_rules, add_drop_rule, get_service_logs, get_log_attributes) support advanced log queries and attribute discovery. Traces Management tools (get_traces, get_service_traces, get_trace_attributes) enable JSON-pipeline trace queries and per-service traces. Additional capabilities cover Change Events (get_change_events) and Alerts (get_alert_config, get_alerts). Installation supports Homebrew and NPM, with environment-variable configuration for Last9 and OTLP, plus HTTP mode for development debugging. Curl examples and deployment guidance are provided for testing and integration.

Features

Observability & APM Tools

Access server-side utilities for get_exceptions, get_service_summary, get_service_environments, get_service_performance_details, get_service_operations_summary, and get_service_dependency_graph to assess health and performance.

Prometheus/PromQL Tools

Execute prometheus_range_query and prometheus_instant_query, and discover label values/labels via prometheus_label_values and prometheus_labels for metric-driven workflows.

Logs Management

Fetch aggregated logs, manage drop rules, retrieve raw service logs, and inspect log attributes with get_logs, get_drop_rules, add_drop_rule, get_service_logs, and get_log_attributes.

Traces Management

Perform advanced trace queries and retrieve traces by trace ID or service, plus trace attribute discovery using get_traces, get_service_traces, and get_trace_attributes.

Change Events

Retrieve last9_change_events within a time window to monitor deployments, config changes, and other system modifications.

Alert Management

Fetch alert configurations and currently active alerts from Last9 monitoring with get_alert_config and get_alerts.

Installation & Configuration

Flexible installation via Homebrew or NPM and environment-variable configuration (Last9 tokens, OTLP endpoint/headers) to tailor the MCP server for your environment.

Development & HTTP Mode

HTTP mode for development/debugging, with curl testing examples and guidance for running and testing the MCP server.