Model Context Protocol9 min read
MCP logging and observability tools, compared
A researched map of how teams actually watch MCP traffic today: the protocol's own shift to OpenTelemetry, the observability platforms that added MCP tracing, and the gap between debugging a server and running one.
By Elva TeamElva Blog

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Originally published by Elva Blog on Aug 31, 2026.
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