Test integrations with a real AI agent

Agent Explorer lets you connect any integration in Metorial and use a real AI model to test it with real data. You can see how an agent will actually use your tools before you put them in production.

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A screenshot showcasing the Agent Explorer feature of Metorial.

Agent Explorer

See how an agent uses your tools before anyone else does

Reading an integration's documentation tells you what it should do. Agent Explorer shows you what an AI model actually does with it. Connect any integration, hand it to a real agent, and watch it work against real data. Problems show up while you're testing instead of after you've shipped.

  1. 01

    Watch a real agent work, not a mockup.

    Pick a model, give it an integration, and see the actual tool calls, inputs, and results. You learn how the integration behaves in practice, including the rough edges a schema never reveals.

  2. 02

    Try any model against the same tools.

    Run the same integration with Claude, ChatGPT, Gemini, Grok, and others to find the model that works best for your use case, without changing your setup or committing to one provider.

  3. 03

    Catch errors and misconfigurations early.

    Agent Explorer surfaces failed calls, confusing tool descriptions, and setup mistakes during testing. You can fix them before they reach the people and agents that depend on them.

Works with every integration

Test anything you can connect to Metorial

Agent Explorer works the same way no matter where an integration comes from. The testing experience is identical across your whole setup.

Managed integrations

Test from the catalog

Try any of Metorial's 1000+ managed integrations with a real agent before rolling them out to your teams.
Custom & remote

Test your own servers

Run the same checks against custom MCP servers, remote MCP servers, and Docker-based MCP servers you've deployed.
Full visibility

Keep the record

Every test run is captured with the same observability and session logs as production. You can review exactly what happened.
Recent updates to Agent ExplorerView all

What you can test

One place to test every integration, with any model

  1. Integrations you can test1000+
  2. Model providers supportedAnthropic, OpenAI, Google, and more
  3. Provider types coveredAll
  4. Test runs captured for reviewEvery

Connect any integration. Hand it to a real agent. Try any model. Catch issues before production.

FAQ

Answers to common questions about agent explorer and how they fit into governed AI agent infrastructure.

  1. What is Agent Explorer?
    Agent Explorer is a place in Metorial where you connect an integration and test it with a real AI model against real data. It shows you how an agent actually uses your tools. You can find and fix problems before putting the integration into production.
  2. Metorial Explorer lets you connect to an integration, browse its capabilities, and call tools yourself to understand how it works. Agent Explorer adds a real AI model that uses the integration for you. You can see how an agent will behave with it, not just what the integration is capable of.
  3. You can test with models from Anthropic (Claude), OpenAI (ChatGPT), Google (Gemini), X AI (Grok), DeepSeek, Kimi, and more. Because Metorial is vendor agnostic, you can run the same integration across different models to compare how each one handles it.
  4. Anything you can connect to Metorial. That includes the 1000+ managed integrations, custom MCP servers, remote MCP servers, and Docker-based MCP servers. The testing experience is the same across all of them.
  5. No. Test runs go through Metorial's access control and policies just like production traffic. An agent in Explorer can only do what its permissions allow. Each run is recorded with full tracing, which means you can review it later without exposing systems the agent shouldn't reach.
  6. Yes. When a tool call fails or a setup is wrong, Agent Explorer shows the error and the context around it. You can pinpoint misconfigurations, unclear tool descriptions, or auth issues and fix them quickly.

Test your integrations before you trust them in production

Connect an integration, pick a model, and see how a real agent uses your tools. Book a demo to see Agent Explorer as part of the Metorial platform, or get started and try it yourself.

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