Toggl connector
Automate Time Tracking and Billing Workflows with the Toggl Integration
Connect Toggl to your project management, invoicing, and CRM tools to cut out manual time entry and keep billing data in sync.
What can you do with the Toggl connector?
Toggl is a time tracking platform used by freelancers, agencies, and engineering teams to log hours across projects and clients. Integrating Toggl with tray.ai lets you push time entries into invoicing systems automatically, fire alerts when budgets are running thin, and sync tracked hours with your project management tools. No manual data wrangling. Whether you're reconciling billable hours at month-end or keeping stakeholders updated as work happens, tray.ai makes Toggl talk to the rest of your stack.
Automate & integrate Toggl
Automating Toggl business process or integrating Toggl data is made easy with tray.ai
Use case
Automated Invoice Generation from Toggl Time Entries
When billing cycles close, teams waste hours manually exporting Toggl reports and copying data into invoicing tools like QuickBooks, Xero, or FreshBooks. With tray.ai, you can automatically pull approved time entries from Toggl by project or client and push them directly into draft invoices, line by line. Billable hours don't get missed, and invoices go out faster.
Use case
Project Budget Monitoring and Alerting
Toggl tracks time against project budgets, but teams often don't catch overruns until it's too late. tray.ai can poll Toggl project data on a schedule, calculate remaining budget hours, and send Slack messages or emails to project managers when a threshold — say, 80% of budget consumed — is crossed. That gives teams room to act before a project goes over scope.
Use case
Sync Toggl Projects with Project Management Tools
Keeping Toggl projects in sync with tools like Asana, Jira, or Monday.com is a constant manual overhead. tray.ai can listen for new projects or tasks created in your project management tool and automatically create the corresponding Toggl projects, clients, and tasks — so your team can start tracking time right away, without waiting on manual setup.
Use case
Payroll and Contractor Payment Automation
Agencies and companies working with contractors need to reconcile Toggl hours against pay rates and push approved totals into payroll systems. tray.ai handles this by pulling time entries at the end of a pay period, calculating earnings per contractor based on configured rates, and creating or updating records in payroll tools like Gusto, Deel, or a Google Sheet for approval before payment goes out.
Use case
Client Reporting and Time Utilization Dashboards
Clients and internal stakeholders often want regular reports on how time is being spent across projects. tray.ai can schedule automated pulls from Toggl's reporting API, transform the data, and populate dashboards in tools like Google Sheets, Looker Studio, or Notion — so utilization reports stay current without anyone manually running exports.
Use case
CRM Activity Logging from Tracked Time
Sales and client success teams that track time spent on accounts need that data reflected in their CRM for accurate account health scoring and renewal forecasting. tray.ai maps Toggl time entries to CRM records in Salesforce or HubSpot, logging hours against specific accounts, opportunities, or contacts whenever entries are submitted.
Use case
New Employee Time Tracking Onboarding
When a new team member is added to your HRIS or directory, they need to be set up in Toggl with the right workspace, team, and project assignments. tray.ai can listen for new user events from tools like BambooHR, Workday, or Okta and automatically provision the user in Toggl, assign them to relevant projects, and notify their manager — less IT overhead on day one.
Build Toggl Agents
Give agents secure and governed access to Toggl through Agent Builder and Agent Gateway for MCP.
Data Source
Fetch Time Entries
An agent can retrieve time entries for individuals or teams across specified date ranges, so you can see how time is actually being spent across projects and tasks.
Data Source
Look Up Project Details
An agent can pull information about specific projects, including budgets, deadlines, and assigned team members, to give context for resource planning or reporting workflows.
Data Source
Retrieve Workspaces and Clients
An agent can fetch workspace and client data from Toggl to understand your organizational structure and map time tracking data to the right billing accounts.
Data Source
Generate Time Reports
An agent can query summary, detailed, or weekly reports from Toggl to surface productivity insights, billable hour totals, and team utilization metrics.
Data Source
Monitor Running Timers
An agent can check whether a user has an active timer running, so it can alert anyone who forgets to stop tracking or confirm that work is still in progress.
Data Source
Look Up Tags and Task Metadata
An agent can retrieve tags, tasks, and custom metadata tied to time entries to improve reporting or keep tagging consistent across a team.
Agent Tool
Create Time Entry
An agent can log time entries on behalf of users, automatically recording work against the right project and client based on context from other connected tools.
Agent Tool
Start or Stop Timer
An agent can start or stop a running timer in Toggl — triggered by events like a Jira issue moving to in-progress or a meeting starting in Google Calendar — so users don't have to remember to do it themselves.
Agent Tool
Update Time Entry
An agent can edit existing time entries to fix project assignments, durations, or descriptions, keeping records accurate without asking users to do it themselves.
Agent Tool
Create or Update Projects
An agent can create new projects or update existing ones in Toggl, such as automatically provisioning a project when a new deal closes in a CRM like Salesforce or HubSpot.
Agent Tool
Manage Tags
An agent can create and assign tags to time entries or projects, keeping categorization consistent and making it easier to filter and report on specific types of work.
Agent Tool
Archive Completed Projects
An agent can archive projects in Toggl once they're marked complete in a connected project management tool, keeping workspaces tidy and out of the way for active users.
Get started with our Toggl connector today
If you would like to get started with the tray.ai Toggl connector today then speak to one of our team.
Toggl Challenges
What challenges are there when working with Toggl and how will using Tray.ai help?
Challenge
Toggl's API Rate Limits and Pagination for Large Datasets
Teams with large workspaces — hundreds of projects, thousands of time entries per month — quickly run into Toggl API rate limits and pagination complexity when bulk-exporting data for billing or reporting. Handling retries, pagination loops, and partial failures requires careful workflow logic that tends to break in DIY scripts.
How Tray.ai Can Help:
tray.ai's workflow engine handles pagination across Toggl's API endpoints natively, iterating through result pages and managing rate limit retries with configurable backoff logic. Your data pipelines stay reliable without custom engineering work.
Challenge
Mapping Toggl Projects and Clients Across Multiple Tools
Toggl projects often don't share a common identifier with corresponding records in your CRM, invoicing tool, or project management platform. That mismatch forces teams to maintain messy lookup tables by hand, and a single naming inconsistency can cause time entries to be lost or misattributed in downstream systems.
How Tray.ai Can Help:
tray.ai has flexible data mapping and transformation capabilities, so you can build and maintain lookup logic — including fuzzy name matching and custom field mappings — that consistently bridges Toggl identifiers with records in connected systems, even as names and structures change.
Challenge
Handling Toggl's Workspace and Multi-Team Structure
Larger organizations use multiple Toggl workspaces for different teams or business units, which makes it hard to build unified reports or trigger cross-workspace automations. Managing separate API tokens and workspace IDs across workflows gets messy fast.
How Tray.ai Can Help:
tray.ai lets you configure and manage multiple Toggl authenticated connections within a single workflow or across a workflow library. You can fan out requests across workspaces, aggregate the results, and build unified pipelines that span your entire Toggl organization.
Challenge
Keeping Time Entries in Sync When Data Changes
Time entries in Toggl get edited after initial submission all the time — descriptions updated, tags added, entries reassigned to different projects. Downstream invoicing and reporting systems that only received the original entry end up with stale data, which causes billing disputes and inaccurate reports.
How Tray.ai Can Help:
tray.ai workflows can detect updates to existing Toggl time entries, not just new ones, using scheduled polling with change detection logic. When an entry is modified, the workflow updates the corresponding record in your downstream system to keep everything current.
Challenge
Translating Toggl Reports into Actionable Business Data
Toggl's native reports are useful, but teams pushing time data into BI tools, finance systems, or client portals need specific schemas, currencies, and formats that look nothing like Toggl's raw API output. Manual transformation is slow and introduces errors.
How Tray.ai Can Help:
tray.ai's built-in data transformation tools — including JSONPath, custom scripting, and formula logic — let you reshape Toggl API responses into any target schema on the fly, applying currency conversions, rounding rules, and field remapping before the data reaches its destination.
Talk to our team to learn how to connect Toggl with your stack
Find the tray.ai connector with one of the 700+ other connectors in the tray.ai connector library to integrate your stack.
Integrate Toggl With Your Stack
The Tray.ai connector library can help you integrate Toggl with the rest of your stack. See what Tray.ai can help you integrate Toggl with.
Start using our pre-built Toggl templates today
Start from scratch or use one of our pre-built Toggl templates to quickly solve your most common use cases.
Template
Toggl to QuickBooks Invoice Auto-Generator
At the end of each billing period, this template pulls all approved billable time entries from Toggl, groups them by client, and creates draft invoices in QuickBooks Online with the correct line items, rates, and descriptions.
Steps:
- Scheduled trigger fires at the end of the billing period (weekly or monthly)
- Fetch all approved time entries from Toggl filtered by date range and billable status
- Group entries by client and project, applying configured hourly rates
- Create draft invoices in QuickBooks Online with itemized line entries per project
- Send a Slack notification to the finance team with a summary of invoices created
Connectors Used: Toggl, QuickBooks, Slack
Template
Toggl Budget Alert to Slack
This template runs on a daily schedule, checks remaining budget hours for all active Toggl projects, and sends targeted Slack alerts to the relevant project manager when a project has consumed 80% or more of its allotted time budget.
Steps:
- Daily schedule trigger fires each morning
- Retrieve all active projects from Toggl with their tracked and estimated hours
- Calculate percentage of budget consumed for each project
- Filter for projects exceeding the 80% threshold
- Send a direct Slack message to the assigned project manager with project details and hours remaining
- Log all at-risk projects to a Google Sheet for reporting
Connectors Used: Toggl, Slack, Google Sheets
Template
Asana Project Created → Toggl Project Sync
When a new project is created in Asana, this template automatically creates a matching project in Toggl with the same name, client, and tags — so the team can start tracking time immediately without any manual Toggl setup.
Steps:
- Trigger fires when a new project is created in Asana
- Extract project name, owner, client tag, and estimated hours from Asana
- Create a corresponding project in Toggl with matching metadata and billing settings
- Notify the project team in Slack that Toggl tracking is ready for the new project
Connectors Used: Asana, Toggl, Slack
Template
Weekly Toggl Report to Google Sheets Dashboard
Every Monday morning, this template pulls the prior week's time entries from Toggl, transforms the data by team member and project, and appends the results to a Google Sheet that feeds a Looker Studio utilization dashboard.
Steps:
- Weekly schedule trigger fires every Monday at 8 AM
- Fetch all time entries from Toggl for the prior 7-day period
- Aggregate hours by team member, project, and client
- Append formatted rows to the master Google Sheet dashboard tab
- Send a summary email via Gmail to team leads with top-line utilization stats
Connectors Used: Toggl, Google Sheets, Gmail
Template
BambooHR New Hire → Toggl User Provisioning
When HR adds a new employee in BambooHR, this template automatically creates the user in Toggl, assigns them to the correct workspace and default projects, and alerts their manager via Slack.
Steps:
- Trigger fires when a new employee record is created in BambooHR
- Extract employee name, email, department, and start date
- Create a new user in the Toggl workspace with appropriate role and permissions
- Assign the new user to their department's default active projects in Toggl
- Send a Slack message to their manager confirming Toggl access is provisioned
Connectors Used: BambooHR, Toggl, Slack
Template
Toggl Hours to Salesforce Account Activity Logger
This template monitors Toggl for completed time entries tagged with a CRM account name and automatically logs the hours as activity records on the matching Salesforce account — keeping client time investment visible inside the CRM.
Steps:
- Scheduled trigger polls Toggl for new completed time entries every hour
- Filter entries that include a Salesforce account tag or project mapping
- Search Salesforce for the matching account record by name or custom field
- Create or update an activity log entry on the Salesforce account with hours, date, and description
- Alert the account owner in Slack when total monthly hours on an account exceed a defined threshold
Connectors Used: Toggl, Salesforce, Slack