Developer Tools

Connect Honeyhive to any app

Observability and evaluation platform for tracing, testing, and monitoring AI agents in production.

Connects with an API keyhoneyhive.ai

What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it.

Build solutions, not workarounds.

What do you want to automate with Honeyhive?

Ask the assistant

You'll sign in before anything runs. What you typed comes with you.

Connect your AI client

Give your AI client this address.

https://mcp.apiant.ai

Any client that takes a remote MCP server. Nothing to install. Create your free account, then sign in once in your browser.

Set it up in your client
Claude Code

Run this in the directory you want to work in.

claude mcp add --transport http -s project apiant-ai https://mcp.apiant.ai

Start Claude Code there, approve the server, and sign in in the browser page it opens.

Claude Code guide (opens in a new tab)
Claude, web and desktop

Open Customize, then Connectors, then Add custom connector, and paste the address. On Team and Enterprise an owner adds it first.

Setup guide (opens in a new tab)
Cursor

Add the address to your MCP configuration as a server URL. Cursor signs you in in your browser.

Setup guide (opens in a new tab)
Zed

Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server.

Setup guide (opens in a new tab)
Codex and the ChatGPT desktop app

Open Settings, then MCP servers, then Add server, and choose Streamable HTTP. From the terminal, Codex takes the address with its own add command and then signs you in.

Setup guide (opens in a new tab)
Any other MCP client

Paste the address where the client asks for a remote MCP server URL, and name the server apiant-ai where it lets you. APIANT's skills reach the client over the same connection.

Setup guide (opens in a new tab)

Pair it

Connect Honeyhive with another app

What your agent can do with Honeyhive

Triggers and actions 25 actions

  • Action
    Add annotation queue

    Create a new annotation queue.

  • Action
    Add batch of events

    Create multiple events in one call.

  • Action
    Add batch of session events

    Add a batch of events to an existing session.

  • Action
    Add datapoint

    Create a new datapoint.

  • Action
    Add dataset

    Create a new dataset.

  • Action
    Add event

    Create a new event (LLM trace/span/tool call) in HoneyHive.

  • Action
    Add run

    Create a new evaluation run (experiment).

  • Action
    Add session

    Start a new tracing session.

  • Action
    Delete datapoint

    Delete a datapoint by ID.

  • Action
    Delete dataset

    Delete a dataset by ID.

  • Action
    Delete metric

    Delete a metric by ID.

  • Action
    Find events by filters

    Search/filter events.

  • Action
    Get datapoint

    Retrieve a single datapoint by ID.

  • Action
    Get event

    Retrieve a single event by ID.

  • Action
    Get run

    Get details of an evaluation run by ID.

  • Action
    List annotation queues

    List annotation queues for a project.

  • Action
    List datapoints

    Retrieve a list of datapoints.

  • Action
    List datasets

    Retrieve datasets for a project.

  • Action
    List metrics

    List all metrics for a project.

  • Action
    List runs

    Get a list of evaluation runs (experiments) for a project.

  • Action
    Run metric evaluation

    Run a metric evaluation and return the result.

  • Action
    Update datapoint

    Update an existing datapoint.

  • Action
    Update dataset

    Update an existing dataset.

  • Action
    Update event

    Update fields on an existing event.

  • Action
    Update metric

    Update an existing metric.

Related apps

More in Developer Tools

Reviews

What our customers say

Questions

Honeyhive, answered

What can your agent do in Honeyhive?

Any of Honeyhive's 25 actions, including Update datapoint, Update dataset, Update event and Update metric. Your agent maps the data both ways and tests every scenario before it ships.

Which apps can Honeyhive connect to?

Any app in the catalog; the list on this page pairs Honeyhive with each of them. If the other app is missing, point your agent at its API documentation and it builds the connector.

What happens when something fails?

Your agent works that out for you. It plans the failure paths along with the happy path, then tests every scenario before it ships.

Is there a free plan?

Yes. Every plan includes the agent, including free, and building from your own AI client spends no assistant credits.