How to integrate Toggl MCP with Codex

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Introduction

Codex is one of the most popular coding harnesses out there. And MCP makes the experience even better. With Toggl MCP integration, you can draft, triage, summarise emails, and much more, all without leaving the terminal or the app, whichever you prefer.

Also integrate Toggl with

Why use Composio?

Apart from a managed and hosted MCP server, you will get:

  • CodeAct: A dedicated workbench that allows GPT to write its code to handle complex tool chaining. Reduces to-and-fro with LLMs for frequent tool calling.
  • Large tool responses: Handle them to minimise context rot.
  • Dynamic just-in-time access to 20,000 tools across 1000+ other Apps for cross-app workflows. It loads the tools you need, so GPTs aren't overwhelmed by tools you don't need.

How to install Toggl MCP in Codex

Run the setup command

Run this command in your terminal to add the Composio MCP server to Codex.

Terminal

It will initiate the authentication in a browser window, authorize Codex to access your Composio account.

Composio authentication page

(Optional) Authenticate with OAuth

To authenticate manually, run the login command to open a browser window and authorize Codex to access your Composio account.

bash
codex mcp login composio

Verify the connection

Run codex mcp list to confirm Composio appears as a registered MCP server.

bash
codex mcp list

Codex App

Codex App follows the same approach as VS Code.

  1. Click ⚙️ on the bottom left → MCP Servers → + Add servers → Streamable HTTP:
  2. Fill the header and Key fields with { "x-consumer-api-key" = "ck_*******" }.
  3. The Key is the Composio API key, that you can find on dashboard.composio.dev
  4. Click on Authenticate and authorize Codex to your Composio account and you're all set.
Codex App MCP setup
  1. Restart and verify if it's there in .codex/config.toml
bash
[mcp_servers.composio]
url = "https://connect.composio.dev/mcp"
http_headers = { "x-consumer-api-key" = "ck_*******" }

What is the Toggl MCP server, and what's possible with it?

The Toggl MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Toggl account. It provides structured and secure access to your time tracking data, so your agent can perform actions like logging time entries, managing clients and projects, handling tags, and retrieving detailed activity reports on your behalf.

  • Automated time entry management: Let your agent start, stop, and create new time entries with precise details, making it easy to track your work hours hands-free.
  • Client and project organization: Easily add new clients or projects, fetch client details, or remove outdated clients to keep your workspace up to date and well-structured.
  • Real-time activity tracking: Ask your agent to retrieve the currently running time entry or list recent activities, so you always know where your time is going.
  • Tag management and organization: Automatically create or delete tags to categorize your time entries, helping you analyze how your time is spent across different tasks.
  • Comprehensive workspace administration: Have your agent create organizations, set up workspaces, and ensure all your time tracking infrastructure is ready to go without manual setup.

Supported Tools & Triggers

Tools
Create ClientTool to create a new client in a workspace.
Create GroupTool to create a new group in a Toggl organization.
Create InvitationTool to send invitations to join a Toggl organization.
Create OrganizationTool to create a new organization with a default workspace in Toggl Track.
Create ProjectCreates a new project in a Toggl workspace.
Create TagTool to create a new tag in a workspace.
Create Time EntryTool to create a new time entry in the specified workspace.
Add User to Workspace ProjectTool to add a user to workspace project users.
Delete Toggl ClientTool to delete a client in Toggl.
Delete GroupTool to delete a group from a Toggl organization.
Delete Project GroupTool to delete a project group from a Toggl workspace.
Delete SubscriptionTool to delete a webhook subscription in Toggl.
Delete TagDeletes a tag from a Toggl workspace.
Disable Weekly ReportTool to disable weekly report email notifications.
Bulk Edit Time EntriesTool to bulk edit multiple time entries in a workspace using JSON Patch operations.
Get All PlansTool to retrieve all available Toggl subscription plans and their features.
Get Client DetailsRetrieves detailed information about a specific client in Toggl Track by its client ID and workspace ID.
Get CountriesTool to retrieve all countries supported by Toggl.
Get Country SubdivisionsTool to retrieve all subdivisions (states, provinces, regions) for a specific country in Toggl Track.
Get CurrenciesTool to retrieve the list of all currencies supported by Toggl Track.
Get Current Time EntryRetrieves the currently running time entry for the authenticated user.
Get Event FiltersRetrieve the list of supported event filters for Toggl webhooks.
Get JWKS KeysRetrieves the current JWKS (JSON Web Key Set) keyset used to sign JWT tokens.
List ClientsRetrieve a list of clients from a Toggl Track workspace with optional filtering by status and name.
Get My LocationRetrieves the authenticated user's last known location information including city, state, country, and coordinates.
Get My QuotaTool to retrieve API rate limit quota for the authenticated user.
Get Organization DetailsRetrieves detailed information about a specific Toggl organization including subscription plan, trial status, user count, and workspace settings.
Get Organization GroupsRetrieves all groups within a Toggl organization, including group members and workspace assignments.
Get Organization UsersRetrieves a list of users belonging to a Toggl organization.
Get Project DetailsTool to retrieve details of a specific project.
Get ProjectsTool to retrieve a list of projects from a Toggl workspace.
Get Public Subscription PlansTool to retrieve all publicly available subscription plans from Toggl.
Get Webhooks StatusTool to retrieve the Toggl Webhooks server status.
Get TagsRetrieve all tags in a Toggl workspace.
List TasksTool to list tasks in a workspace or within a specific project.
Get Time EntriesRetrieve time entries for the authenticated user with flexible filtering options.
Get Time EntryTool to retrieve a specific time entry by its ID.
Get Timezone OffsetsTool to retrieve all available timezone offsets from Toggl.
Get TimezonesTool to retrieve all available timezones supported by Toggl Track.
Get User ClientsRetrieves all clients accessible to the authenticated user across all their workspaces.
Get User PreferencesRetrieves the authenticated user's preferences including timezone, date/time formats, notification settings, and enabled alpha/experimental features.
Get User ProjectsTool to retrieve all projects for the authenticated user.
Get User TagsTool to retrieve tags associated with the current user.
Get User TasksRetrieve all tasks across all workspaces accessible to the authenticated user.
Get User WorkspacesTool to retrieve all workspaces the authenticated user belongs to.
Get Workspace DetailsRetrieves comprehensive details and settings for a specific Toggl workspace by ID.
Get Workspace LogoTool to get workspace logo.
Get Workspace PreferencesRetrieves workspace preferences including the initial pricing plan and whether start/end times are hidden.
Get Workspace UsersRetrieves all users who belong to a specific Toggl workspace.
Stop Time EntryTool to stop a running time entry in a workspace.
Disable Product EmailsTool to disable product emails for the authenticated user using a disable code.
Update TagTool to update an existing tag in a specified workspace.
Send Demo EmailTool to send a demo request email through Toggl's system.
Send Email to ContactTool to send an email to a contact via Toggl's smail service.
Send Smail MeetTool to send an email for meet.
Update ClientUpdates an existing client in a Toggl workspace.

Conclusion

You've successfully integrated Toggl with Codex using Composio's MCP server. Now you can interact with Toggl directly from your terminal, VS Code, or the Codex App using natural language commands.

Key benefits of this setup:

  • Seamless integration across CLI, VS Code, and standalone app
  • Natural language commands for Toggl operations
  • Managed authentication through Composio
  • Access to 20,000+ tools across 1000+ apps for cross-app workflows
  • CodeAct workbench for complex tool chaining

Next steps:

  • Try asking Codex to perform various Toggl operations
  • Explore cross-app workflows by connecting more toolkits
  • Build automation scripts that leverage Codex's AI capabilities

How to build Toggl MCP Agent with another framework

FAQ

What are the differences in Tool Router MCP and Toggl MCP?

With a standalone Toggl MCP server, the agents and LLMs can only access a fixed set of Toggl tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Toggl and many other apps based on the task at hand, all through a single MCP endpoint.

Can I use Tool Router MCP with Codex?

Yes, you can. Codex fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Toggl tools.

Can I manage the permissions and scopes for Toggl while using Tool Router?

Yes, absolutely. You can configure which Toggl scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do.

How safe is my data with Composio Tool Router?

All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Toggl data and credentials are handled as safely as possible.

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Context
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
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Context
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai

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