Search OpenTelemetry documentation to find relevant pages when you don't have a specific URL. Use technical terms and OpenTelemetry concepts to improve search results.
Enables AI agents to query Prometheus metrics and Loki logs for intelligent alert investigation and troubleshooting. Provides service discovery, metric querying, log searching, and correlation tools to help identify root causes of issues.
Enables access to OpenTelemetry documentation by fetching and converting pages to markdown format and searching content using Google Custom Search. Provides comprehensive documentation lookup and search capabilities for OpenTelemetry concepts, instrumentation, and configuration.
Get expert guidance on Arize Phoenix and OpenInference. Resolve tracing issues, dataset management, prompt workflows, evals, and troubleshooting with clear best practices for integration.
Search @imqueue docs and API references with a question or symbol name. Get relevant pages with URLs and package names to verify signatures before coding.
Browse the authoritative catalogue of @imqueue packages to see versions, licences, install commands, and compatibility rules before adding a dependency.
Analyze log files by extracting and grouping trace/correlation IDs to visualize request flows across your system, supporting OpenTelemetry, X-Request-ID, AWS X-Ray, and UUID formats.
Retrieve a comprehensive cost summary for your AI agent fleet, including total spend, call counts, error rates, agent breakdown, and optimization opportunities. Start here to understand agent economics.
Register an OTLP destination in the OpenTelemetry MCP server to send traces, metrics, and logs to a collector with configurable protocol, headers, and timeout settings.
Inspect recent AI application traces from OpenTelemetry, including LLM calls, cache lookups, memory recalls, and retrieval spans. Filter by service or time to identify issues.
Retrieve recent OpenTelemetry traces to monitor request performance, detect errors, and identify slow operations. Returns a table with duration, span count, and error count.
Get LLM spend attribution per agent, model, or provider and budget posture from OpenTelemetry GenAI token counts, using an open cost model without reading prompts.
Get guidance for instrumenting code with OpenTelemetry traces and logs. Provides advice on improving existing instrumentation or creating new telemetry.