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6 Tools for MCP Observability

Nordic APIs · published 7 July 2026

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https://nordicapis.com/understanding-the-benefits-of-api-observability/

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https://nordicapis.com/the-missing-layer-in-ai-infrastructure-aggregating-agentic-traffic/

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https://nordicapis.com/20-api-monitoring-tools/

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https://github.com/Arize-ai/openinference

github.com

https://opentelemetry.io/

opentelemetry.io

https://langfuse.com/

langfuse.com

https://www.datadoghq.com/blog/datadog-llm-observability/

datadoghq.com

https://www.ibm.com/docs/en/instana-observability/1.0.310?topic=apis-mcp-server-instana

ibm.com

https://awslabs.github.io/mcp/servers/prometheus-mcp-server

awslabs.github.io

https://nordicapis.com/10-api-monitoring-tools/

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