Spanly

Spanly delivers comprehensive observability for Model Context Protocol (MCP) servers, ensuring you have a complete view of your service's performance. Key capabilities include: * Real-time error rate monitoring * Detailed session traces and latency analysis * Client analytics for usage patterns * Deploy alerts for immediate issue notification * Flexible deployment via CLI or SDK This platform is specifically engineered to provide deep insights into MCP traffic, handling every tool call and packet across any language without requiring extensive code changes. It acts as a dedicated monitoring layer that seamlessly integrates alongside your existing observability stacks like Datadog, Sentry, or New Relic, enhancing your diagnostic capabilities. Spanly is designed for SaaS engineering teams running MCP servers in production environments. It provides crucial visibility into how services interact with various clients, helping to quickly identify performance bottlenecks or operational issues. With features like US & EU data residency, teams can ensure compliance while maintaining high operational standards. Whether you're tracking performance metrics, analyzing client behavior, or debugging critical errors, Spanly provides the tools needed to maintain robust and efficient MCP server operations.