Compare the Top AI Agent Observability Tools that integrate with Docker as of July 2026

This a list of AI Agent Observability tools that integrate with Docker. Use the filters on the left to add additional filters for products that have integrations with Docker. View the products that work with Docker in the table below.

What are AI Agent Observability Tools for Docker?

AI agent observability tools help teams monitor, trace, and understand the behavior and performance of autonomous or semi-autonomous AI agents in production environments. They collect and visualize telemetry such as agent actions, decision paths, inputs/outputs, latencies, errors, and context changes to give engineering and operations teams clear visibility into how agents operate. These tools often include dashboards, alerting, root-cause analysis, and logs that make it easier to debug unexpected behavior, optimize performance, and ensure compliance with governance policies. Many AI agent observability solutions integrate with AI orchestration platforms, logging systems, and monitoring stacks to provide comprehensive insights across the entire agent lifecycle. By making AI agent activity transparent and traceable, AI agent observability tools improve reliability, trust, and operational control for organizations deploying intelligent agents. Compare and read user reviews of the best AI Agent Observability tools for Docker currently available using the table below. This list is updated regularly.

  • 1
    New Relic

    New Relic

    New Relic

    There are an estimated 25 million engineers in the world across dozens of distinct functions. As every company becomes a software company, engineers are using New Relic to gather real-time insights and trending data about the performance of their software so they can be more resilient and deliver exceptional customer experiences. Only New Relic provides an all-in-one platform that is built and sold as a unified experience. With New Relic, customers get access to a secure telemetry cloud for all metrics, events, logs, and traces; powerful full-stack analysis tools; and simple, transparent usage-based pricing with only 2 key metrics. New Relic has also curated one of the industry’s largest ecosystems of open source integrations, making it easy for every engineer to get started with observability and use New Relic alongside their other favorite applications.
    Leader badge
    Starting Price: Free
    View Tool
    Visit Website
  • 2
    OpenLIT

    OpenLIT

    OpenLIT

    OpenLIT is an OpenTelemetry-native application observability tool. It's designed to make the integration process of observability into AI projects with just a single line of code. Whether you're working with popular LLM libraries such as OpenAI and HuggingFace. OpenLIT's native support makes adding it to your projects feel effortless and intuitive. Analyze LLM and GPU performance, and costs to achieve maximum efficiency and scalability. Streams data to let you visualize your data and make quick decisions and modifications. Ensures that data is processed quickly without affecting the performance of your application. OpenLIT UI helps you explore LLM costs, token consumption, performance indicators, and user interactions in a straightforward interface. Connect to popular observability systems with ease, including Datadog and Grafana Cloud, to export data automatically. OpenLIT ensures your applications are monitored seamlessly.
    Starting Price: Free
  • 3
    Lunary

    Lunary

    Lunary

    Lunary is an AI developer platform designed to help AI teams manage, improve, and protect Large Language Model (LLM) chatbots. It offers features such as conversation and feedback tracking, analytics on costs and performance, debugging tools, and a prompt directory for versioning and team collaboration. Lunary supports integration with various LLMs and frameworks, including OpenAI and LangChain, and provides SDKs for Python and JavaScript. Guardrails to deflect malicious prompts and sensitive data leaks. Deploy in your VPC with Kubernetes or Docker. Allow your team to judge responses from your LLMs. Understand what languages your users are speaking. Experiment with prompts and LLM models. Search and filter anything in milliseconds. Receive notifications when agents are not performing as expected. Lunary's core platform is 100% open-source. Self-host or in the cloud, get started in minutes.
    Starting Price: $20 per month
  • Previous
  • You're on page 1
  • Next