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Spanly

API

What is Spanly?

Observability and tracing for MCP servers in production.

Spanly is observability and monitoring for Model Context Protocol (MCP) servers. It captures every interaction between AI agents and MCP servers, visualizes each request/response with detailed timing breakdowns, tracks error codes and stack traces, and surfaces latency bottlenecks. Connect via a one-line hosted MCP, drop in the SDK, or run the CLI for servers you can't instrument directly.

Key Features

request/response tracing
timing breakdowns
error & stack-trace tracking
hosted MCP / SDK / CLI integration
complete audit trail

Use Cases

monitoring MCP server traffic
debugging agent-tool calls
tracking MCP latency and errors
MCP audit/compliance
mcpobservabilityai-agentsmonitoringtracingdebugging

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