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MCP Server Observability: How to Trace, Monitor, and Debug Model Context Protocol Servers

A producer-side guide to instrumenting your own MCP server with OpenTelemetry: tracing tools/call, propagating context via _meta, and deriving RED metrics.

Gorakhnath Yadav

2026-06-25

Monitoring Claude Code Usage with OpenObserve and Querying via MCP

How To

Claude Code OpenTelemetry MCP

Monitoring Claude Code Usage with OpenObserve and Querying via MCP

Instrument Claude Code with OpenTelemetry, ship usage and cost data to OpenObserve, then query it back from Claude Code via the OpenObserve MCP server.

Gorakhnath Yadav

2026-06-25

Observability for the Claude Agent SDK: Tracing Tool Use and Extended Thinking with OpenTelemetry

How To

Claude Agent SDK OpenTelemetry Observability

Observability for the Claude Agent SDK: Tracing Tool Use and Extended Thinking with OpenTelemetry

Trace, meter, and log Claude Agent SDK agents with OpenTelemetry: tool calls, MCP servers, extended thinking, and cost, all correlated in OpenObserve.

Gorakhnath Yadav

2026-06-22

The On-Call Runbook Template That Actually Helps at 3AM

Engineering

SRE On-Call OpenObserve

The On-Call Runbook Template That Actually Helps at 3AM

A practical on-call runbook template built for SREs and on-call engineers. Includes a 5-phase response framework, first-5-minutes checklist, and AI-assisted debugging with OpenObserve MCP.

MCP Servers for Observability: Connect AI Assistants to Logs, Metrics, and Traces

Learn what MCP servers are available for observability and how to connect AI assistants to logs, metrics, and traces. Includes platform comparison, real use cases, and a 2-minute setup guide.

Manas Sharma

2026-04-24