Integrations · Agents

Track Claude Code cost by ticket, person and client.

Claude Code reports through four doors: the Claude Code mod, session files read by the CLI, telemetry push and the GitHub Action. Each session becomes a token entry on a ticket, with a summary of the work.

  • DoorsClaude Code mod, CLI, telemetry push, GitHub Action
  • Brings inTokens, cost, model, branch and a summary per session
  • Cost lands onTickets, projects and the person who answers for it

From a session to a ticket.

Start with telemetry for the whole organization. Add the mod where people want the ticket and the summary.

  1. 1

    Push telemetry

    An administrator adds the exporter to Claude Code's managed settings once. Nobody installs anything, and cost lands on projects by repository.

  2. 2

    Add the mod

    The mod records every turn and writes the summary as the session runs. It shows the cost in a band above the prompt, in the terminal and in the desktop Code tab.

  3. 3

    Review and submit

    People see their draft token entries, fix a ticket if a rule missed it, and submit their token sheet.

AgentTicketSummaryCostMOClaude CodeSF-1Fixed checkout loop$41.87TRClaude CodeSF-2Ranking tweaks$6.40
Two of the sample organization's Claude Code sessions in September, each on its ticket with a summary.
# inside Claude Code /plugin marketplace add tokencontroller/tokencontroller /plugin install token-controller # then, in any session /tc ticket SF-1 # place this session on a ticket /tc report # a report table, right in the session /tc submit # submit your token sheet
What arrivesTelemetryMod or CLITokens, cost and modelPerson and repositoryBranch and pull requestSummary of the workReview before submitCost lands onProjectsTickets
Telemetry alone puts cost on projects. The mod or the CLI adds the ticket.

What leaves the machine.

A summary, never the transcript

The summary and the tag values are the only text in a token entry. Ticket keys found in prompts are the one exception, and the service drops any event that carries prompt text.

Ask Claude about cost

Ask "what did SF-1 cost this week?" in the session, and the mod answers with a report table.

Seats without a usage bill

On Claude Team, Max or Pro there is no usage bill. Usage is shown at API rates, labelled as an estimate.

In the docs

Start alone in a few minutes. Add your team when the first month closes.

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