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Connect Honeycomb to your AgentCalls voice agent and check your telemetry by phone.

Honeycomb is an observability platform for high-cardinality event data. With AgentCalls, your voice agent can use your Honeycomb account through the Honeycomb MCP server to look up datasets and run analyses while it is on a call. Your team can ask how a service is performing, check recent errors, or confirm that a deploy looks healthy without opening a dashboard. Connect your own Honeycomb credentials in a few minutes and manage access from your AgentCalls dashboard.

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What your agent can do with Honeycomb MCP

  • Look up the datasets and services in your Honeycomb environment
  • Run an analysis on recent event data and read back the key numbers
  • Check whether error rates or latency changed after a recent deploy
  • Summarize findings from telemetry so on-call staff get a short spoken update

Honeycomb MCP exposes 33 actions. You choose which ones the agent may use and whether each runs during or after the call.

Example calls

On-call engineer checks a deploy

  1. Caller

    Hi, this is Priya from the platform team. Can you check whether the checkout service error rate went up after the 3 o'clock release?

  2. Agent

    Sure, Priya. I'm pulling the checkout service data in Honeycomb now. Error rate before the release was about 0.4 percent and it's about 0.5 percent now.

  3. Caller

    Okay, so nothing major. Can you check the p95 latency too?

  4. Agent

    P95 latency is 310 milliseconds, down slightly from 325 before the release. Nothing looks out of line.

Operations lead asks about a slowdown

  1. Caller

    This is Daniel Reyes. We got a few complaints about slow searches this morning. What's going on?

  2. Agent

    I looked at the search service in Honeycomb for the last two hours. Median response time rose from 180 milliseconds to about 640 milliseconds starting around 9:10.

  3. Caller

    Do you know which queries are slow?

  4. Agent

    Most of the slow requests come from one customer region and one query type. I can send the summary to your team channel so the engineers see it right away.

Weekly health check call

  1. Agent

    Good morning, Sam. This is your weekly check-in from AgentCalls. Your Honeycomb data shows no new error spikes this week and total event volume is up about 12 percent.

  2. Caller

    Good to hear. Anything in the payments dataset?

  3. Agent

    Payments had two short error bursts on Tuesday, both under five minutes. Both have resolved, and I've added the details to your summary.

How to connect Honeycomb MCP

  1. 1

    Create your agent

    Sign up to AgentCalls, pick an English or Arabic voice and write what the agent should know and do in plain language.

  2. 2

    Connect Honeycomb MCP

    From Integrations in the dashboard, choose Honeycomb MCP and enter the connection details from your Honeycomb MCP account settings.

  3. 3

    Choose the actions

    In the agent editor, enable the Honeycomb MCP actions the agent may use and set each to run during the call or afterwards. Then test it from your browser.

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Questions, answered.

Does the agent use Honeycomb during the call or only afterward?

Both. During a call your agent can query Honeycomb in real time to answer questions. It can also run scheduled checks and send a summary after the call, depending on how you set it up.

What do I need to connect Honeycomb?

You need a Honeycomb account and your own credentials, which you create in Honeycomb's settings. Then sign in to the AgentCalls dashboard and add the connection under Tools.

Which plan includes this integration?

Integrations, including Honeycomb, are included from the Growth plan.

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Put your agent to work with Honeycomb MCP.

Connect in minutes, test from your browser, go live on a number in the US, UK or Gulf. Free to start, no card needed.

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