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Alternatives to nats-trail

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    Related Servers

    • A
      license
      Not graded
      quality
      B
      maintenance
      Provides read-only production observability through a small set of tools for health, job status, latest data, approved logs, and deployment metadata, enabling AI planning and review without a production write path.
      MIT
    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables AI agents and MCP clients to debug and observe LLM applications by querying traces, sessions, exceptions, prompts, datasets, scores, and metrics. Supports local stdio/HTTP access, selective tool loading, and read-only operation for safer observability workflows.
      -
    • A
      license
      A
      quality
      B
      maintenance
      Gives AI assistants read-only access to a Kubernetes cluster's observability stack — Loki, Prometheus, Tempo, the Kubernetes API — plus AWS telemetry from CloudTrail, Config, ECR, and RDS. 23 tools for querying logs, metrics, traces, Kubernetes events, deployments, and audit history in plain language.
      23
      Apache 2.0
    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables AI agents and MCP clients to locally debug observability data — traces, observations, sessions, exceptions, route decisions, prompts, datasets, metrics, and annotation queues — through 48 query and management tools. Supports selective tool-group loading to cut token overhead and a read-only mode that disables all write operations.
      -
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to safely inspect fleets of MikroTik RouterOS devices and SNMP v2c endpoints through deny-by-default read-only tools, batch queries, and one-call diagnosis recipes for NOC work. Returns redacted, auditable results so routers can be observed without any risk of configuration changes.
      27 npm
      Apache 2.0