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Alternatives to Datadog LLM Observability

5 Infrastructure & Ops tools you could use instead. Each one shares a way to connect with Datadog LLM Observability and overlaps on what it does. Strongest match first.

Datadog LLM ObservabilityAPI · MCP · CLI

Alternatives · 5

  1. OpenLLMetry

    API

    Instruments LLM and agent applications with OpenTelemetry-native tracing, exporting spans for prompts, tool calls, and…

    VerifiedOfficialby Traceloop · Infrastructure & Ops, Research & Knowledge · 3 skills · API Key

    Why Both offer API. In common: monitoring, observability, llm.

  2. AgentOps

    API

    Observability platform purpose-built for AI agents. Track agent sessions, LLM calls, tool use, and costs. Integrates…

    Verifiedby AgentOps · Infrastructure & Ops · 5 skills · API Key

    Why Both offer API. In common: monitoring, observability, llm.

  3. Netdata

    API · CLI · MCP

    Monitors infrastructure in real time at per-second granularity and exposes live metrics, logs, and alerts to agents…

    VerifiedFeaturedby Netdata · Infrastructure & Ops, Data & Analytics · 4 skills · API Key

    Why Both offer API, CLI and MCP. In common: monitoring, observability.

  4. Honeybadger MCP

    MCP

    Lets coding agents query Honeybadger errors, Insights data, dashboards, alarms and check-ins through a hosted OAuth MCP…

    Verifiedby Honeybadger · Code & DevTools, Infrastructure & Ops · 5 skills · OAuth 2.0

    Why Both offer MCP. In common: monitoring, observability.

  5. OneUptime

    MCP · API

    Lets AI assistants investigate incidents, query logs and traces, acknowledge alerts, and set up monitors in OneUptime…

    Verifiedby OneUptime · Infrastructure & Ops, Security · 5 skills · OAuth 2.0

    Why Both offer MCP and API. In common: monitoring, observability.