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 replacing an existing MCP tool server with a gateway that emits metadata-only OpenTelemetry traces for every tool call and forwards requests to the original server.
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.
Lists every documented @imqueue package with version, license, Node requirement, summary, and install command. Check before adding any dependency to avoid incompatible package pairs.
Find individual OpenTelemetry spans by service, operation, LLM model, duration, error, or tag filters. Analyze specific operations or locate spans with target characteristics instead of grouped traces.
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.
List and filter runs across every LastPing monitor, including OpenTelemetry-only traces, with outcomes, costs, errors, and pagination to debug agent, cron, and CI/CD activity.
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.
Find trace sources that sent spans without a registered agent. Review their details and suggested matches so you can adopt each source under the right monitoring agent.
Retrieve recent OpenTelemetry traces to monitor request performance, detect errors, and identify slow operations. Returns a table with duration, span count, and error count.
List metric names ingested via native OpenTelemetry (OTLP) within a specified time window. Filter by substring and set a result limit; get a friendly notice when the OTLP feature is unavailable.
Returns setup steps to send OpenTelemetry traces from tools like Claude Code, Codex, Python, or Node to a LastPing monitor, including key lines and verification.