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Toggl MCP connector

The Toggl connector links your Toggl workspace to Claude, ChatGPT, Cursor, Microsoft Copilot and any MCP client, so your team can review Toggl audit logs, calendars, calendar events and logins by asking in plain language.

  • Connects with an API key
  • Free 14-day trial
  • No credit card
Claude Elaichi connected

Summarize this week's Toggl audit log by person

Working in Toggl with Elaichi

  • List all Toggl audit logs
  • List all Toggl saml 2 logins
  • List all Toggl countries
Ask anything…
Governance / Audit log Last 24 hours
Toggl List all Toggl countries Emily Carter · Claude · 9:41 AM Done
Toggl List all Toggl saml 2 logins Emily Carter · Claude · 9:41 AM Done
Toggl List all Toggl audit logs Emily Carter · Claude · 9:41 AM Done
Toggl Create a Toggl saml 2 login Megan Brooks · ChatGPT · 9:38 AM Done
Toggl Create a Toggl avatar Ryan Hayes · Cursor · 9:35 AM Done

How to connect Toggl to Claude, ChatGPT, Cursor or Microsoft Copilot

Step by step, for each AI app

Toggl MCP connector for Claude

  1. 1

    Open Customize, then Connectors.

  2. 2

    Press Add.

  3. 3

    Name it, paste the MCP server URL, then Continue.

    https://api.elaichi.ai/mcp
  4. 4

    Sign in and approve.

On Team and Enterprise, an Owner adds it once. Everyone else turns it on for themselves.

Toggl MCP connector for Claude Code

  1. 1

    In a terminal, run claude mcp add with the endpoint.

    https://api.elaichi.ai/mcp
  2. 2

    Start Claude Code and run /mcp.

  3. 3

    Pick elaichi, then sign in and approve in the browser.

Terminal

$ claude mcp add --transport http elaichi --scope user https://api.elaichi.ai/mcp

Use --scope project instead to share it with the repository through .mcp.json.

Toggl MCP connector for ChatGPT

  1. 1

    Open Plugins, then press the + button.

  2. 2

    Name it and paste the endpoint into Server URL.

    https://api.elaichi.ai/mcp
  3. 3

    Leave Authentication on OAuth, then tick the risk acknowledgement.

  4. 4

    Press Create, then sign in and approve.

Works on the web. The plugin directory lives at chatgpt.com/plugins.

Toggl MCP connector for Cursor

  1. 1

    Open ~/.cursor/mcp.json.

  2. 2

    Add the endpoint under mcpServers.

    https://api.elaichi.ai/mcp
  3. 3

    Reload Cursor, then sign in and approve.

~/.cursor/mcp.json

{
  "mcpServers": {
    "elaichi": {
      "url": "https://api.elaichi.ai/mcp"
    }
  }
}

Set up per machine, so repeat it on each computer you work from.

Toggl MCP connector for Microsoft Copilot

  1. 1

    In Copilot Studio, open your agent, then Tools, Add a tool, New tool and Model Context Protocol.

  2. 2

    Paste the endpoint into Server URL, choose OAuth 2.0, then Dynamic discovery, and press Create.

    https://api.elaichi.ai/mcp
  3. 3

    Create a new connection, sign in and approve, then press Add to agent.

  4. 4

    Under Channels, open Teams and Microsoft Copilot and make the agent available in Microsoft Copilot.

Server URL
https://api.elaichi.ai/mcp
Authentication
OAuth 2.0
Type
Dynamic discovery

Microsoft Copilot was called Microsoft 365 Copilot. Keep the tool on end-user credentials, so each person signs in as themselves.

Connect Toggl to any MCP client

  1. 1

    Add the endpoint as a remote MCP server.

    https://api.elaichi.ai/mcp
  2. 2

    Sign in and approve.

{
  "mcpServers": {
    "elaichi": {
      "url": "https://api.elaichi.ai/mcp"
    }
  }
}

The Elaichi Agent already has these tools, with nothing to set up.

What teams do with Toggl through Elaichi

Ask in plain English. Each person’s AI can do only what they’re allowed to, and every action it takes in Toggl is logged.

  • IT

    Review who changed what in Toggl

    Pull the Toggl audit log for the last week and ask for a plain summary of the changes, who made them, and when.

  • Security

    Check SAML and desktop logins

    List the SAML logins and desktop logins on your Toggl workspace and spot anything that does not match your staff list.

  • Operations

    Keep connected calendars in order

    See which calendars are connected to Toggl, rename or remove the stale ones, and pick the ones the team should actually track against.

  • Project management

    Turn calendar events into tracked work

    Pull this week's calendar events from Toggl and ask for suggested details for each one before the team logs its time.

  • Finance

    Confirm currencies and countries before billing

    Check the currencies and country subdivisions Toggl supports so client rates and tax regions are set up correctly the first time.

  • People

    Look up a workspace member quickly

    Find a person's Toggl workspace details, update their avatar, or send feedback to Toggl on the team's behalf without opening the admin screens.

Try asking

  • “Summarize this week's Toggl audit log by person”
  • “Which calendars are connected to our Toggl workspace?”
  • “List Toggl SAML logins from the last 30 days”

See all 315 Toggl tools →

What connecting Toggl gets you

6 screens from Elaichi, each doing one job for your Toggl account.

Elaichi Agent

Ask Elaichi to work across your apps.

Summarize this week's Toggl audit log by person

Which calendars are connected to our Toggl workspace?

List Toggl SAML logins from the last 30 days

Also runs in Claude, ChatGPT, Cursor or Microsoft Copilot

The agent

Ask Toggl a question, get a live answer.

Audit logs, calendar events and logins answered from Toggl in plain language.

ElaichiAI apps
Claude ChatGPT Cursor Microsoft Copilot

Copy the endpoint

https://api.elaichi.ai/mcp
Client Connected by Status Last used
Claude
E

Emily Carter

• Connected 4 minutes ago
Cursor
M

Megan Brooks

• Connected 2 hours ago
ChatGPT
R

Ryan Hayes

• Connected Yesterday

AI apps

Toggl in Claude, ChatGPT, Cursor and Microsoft Copilot, connected once.

One governed endpoint for every MCP client, no SDK and no shared API key.

ElaichiTools
Tool Action Description
List all Toggl audit logs List List Toggl Track audit log events for an organization over a given time range. Returns a list of audit log event objects; the upstream docs do not enumerate the individual event fields. Required: organization_id, from, to (RFC3339 datetimes).
List all Toggl saml 2 logins List Get the SAML2 Identity Provider (SSO) URL in Toggl Track for a given user email, used for authenticating in an Identity Provider. Returns the SAML2 login response object with provider-specific fields. Required: email. Fails if the email is invalid or SSO is not configured for it.
Create a Toggl saml 2 login Create Submit the SAML2 Identity Provider callback assertion to complete authentication for a Toggl Track workspace. Requires login_id (the numeric workspace ID) and SAMLResponse. Returns a 302 redirect to the authentication result URI with no response body.
Create a Toggl avatar Create Upload a new avatar image for the current Toggl user. Returns the created avatar object (the upstream API does not document its fields). Required: file. The image must have a valid image content type and be resizable — convert it to png or jpeg if the upload is rejected.
Toggl avatars bulk delete Delete Delete the current user's avatar in Toggl. Returns a plain string success message on success.

Tool catalog

315 Toggl tools, no code to write.

Audit logs, calendars, events, logins and workspace users, ready the moment Toggl is connected.

ElaichiToolboxes
Name Source template Tools Created

IT toolbox

Toggl · audit logs and logins

Toggl starter 18 Mar 4, 2026

Security toolbox

Toggl · SAML and desktop logins

— 9 Mar 2, 2026

Operations toolbox

Toggl · connected calendars

— 24 Feb 27, 2026

Project management toolbox

Toggl · calendar events and suggestions

Toggl starter 6 Feb 19, 2026

Finance toolbox

Toggl · currencies and countries

— 31 Jan 30, 2026

People toolbox

Toggl · workspace users and avatars

— 12 Jan 22, 2026

Toolboxes

Every team gets its own Toggl toolbox.

IT sees audit logs, project managers see calendars, each scoped to the team.

ElaichiConnections
Connection Scope Status Access
TO

Toggl (IT)

Connected by Emily Carter

Personal • Active 1 team · 6 members
TO

Toggl (Security)

Connected by Jake Morgan

Organization • Active 3 teams · 24 members
TO

Toggl (Operations)

Connected by Megan Brooks

Organization • Active 2 teams · 11 members
TO

Toggl (Delivery)

Connected by Tyler Reed

Personal • Needs re-auth 1 team · 3 members
TO

Toggl (Finance)

Connected by Ryan Hayes

Personal • Active Not shared
TO

Toggl (People)

Connected by Ashley Parker

Personal • Active 2 teams · 9 members

Shared connections

Teammates use Toggl without seeing the API key.

One person connects Toggl, shares it with teams, and the credential stays private.

ElaichiAudit log
When Who What happened Type

2 minutes ago

Mar 6, 2026, 3:10 PM

E

Emily Carter

[email protected]

Restriction Created Access

8 minutes ago

Mar 6, 2026, 3:04 PM

J

Jake Morgan

[email protected]

Restriction Updated Access

14 minutes ago

Mar 6, 2026, 2:58 PM

M

Megan Brooks

[email protected]

Role Assigned Access

20 minutes ago

Mar 6, 2026, 2:52 PM

T

Tyler Reed

[email protected]

Toggl Users Updated MCP

26 minutes ago

Mar 6, 2026, 2:46 PM

R

Ryan Hayes

[email protected]

Toggl Audit logs Created MCP

32 minutes ago

Mar 6, 2026, 2:40 PM

A

Ashley Parker

[email protected]

Toggl Audit logs List Toolbox

Audit log

Know who touched Toggl and when.

Every call logged with the person, the action, the type and the Toggl resource.

From answering questions to doing the work

A trigger starts the work, inside the same permissions and the same audit log as everything else. Workflows, collections and live dashboards come with the Black plan.

Toggl digest

Run 418 · started 2 minutes ago · on behalf of Emily Carter

  1. ✓

    Schedule

    Every weekday at 8:00 AM

    0.2s
  2. ✓

    Fetch audit logs

    Toggl

    1.4s
  3. ✓

    Group by owner

    Transform

    0.1s
  4. ✓

    Draft the digest

    Agent step

    Ran with 4 tools, returned a structured summary

    6.2s
  5. Approve the digest

    Needs approval

    Assigned to Jake Morgan

    Approve
  6. Post the digest

    Toggl

    Queued

Workflows

A schedule turns Toggl events into a digest.

Calendar events fetched, grouped, drafted by an agent, approved by a person, posted to Toggl.

Toggl health

Refreshed 4 minutes ago · every 15 minutes · from the audit logs collection

Live

Audit logs

1,284 ↓ 12%

Calendars

96 ↓ 8%

Needs attention

3 ↑ 2

Updated this week

412 ↑ 9%

Audit logs created

Last 14 days

By team

Share of activity

IT 34%

Security 27%

Operations 21%

Delivery 18%

Collections and dashboards

Toggl health, computed, refreshed on a schedule.

Events created over 14 days and a breakdown by team, no model in the numbers.

For IT and engineering

Elaichi vs Zapier MCP vs Composio for Toggl

All three can connect Toggl to an AI assistant, and all three have admin controls. They differ in where access lives and how you pay.

Elaichi compared with Zapier MCP and Composio for Toggl, by what to check
What to check Elaichi Zapier MCP Composio
Where the AI connects One address for the whole organization. https://api.elaichi.ai/mcp A server per member, created at sign-in. An MCP endpoint per team, or an SDK.
Control over Toggl tools Allow or restrict single Toggl tools, per role or user. App and action restrictions on the account. Role permissions, down to the action.
Record of calls One audit entry per Toggl call. A History tab of tool calls. A log of every tool call.
Single sign-on SAML or OIDC, plus SCIM, on Gold. SAML on Enterprise. SAML and OIDC on Enterprise.
Price Free for one person; $15 per user per month on Gold. 2 tasks per successful call. Billed per tool call.

Sources: Zapier MCP docs, security, usage; Composio docs, gateway, enterprise, pricing. Checked September 2026.

Longer take: Zapier MCP alternative and when you don't need an MCP gateway.

Toggl tools for your AI agents

315 tools are ready to call through Elaichi's MCP endpoint the moment you connect Toggl, governed by the same roles, restrictions, and audit log as everything else in Elaichi.

Showing 239 of 315 Toggl tools here. Connect Toggl and call search_tools or tools/list over the MCP endpoint for the complete set.

Questions, answered

How do I connect Toggl to Claude?

Connect Toggl in Elaichi first: open the Toggl connector, paste the API key from your Toggl profile settings, and save. There is no OAuth application to register and no client ID or secret to generate. Then in Claude go to Customize, then Connectors, then Add, and paste https://api.elaichi.ai/mcp. Sign in with your Elaichi account and Toggl is available in your next conversation.

Does Toggl work with ChatGPT and Cursor as well as Claude?

Yes. Once Toggl is connected in Elaichi, the same endpoint, https://api.elaichi.ai/mcp, works in Claude, ChatGPT, Cursor, Microsoft Copilot, any MCP client, and the Elaichi Agent. You connect Toggl once and every client you use picks it up.

What can an AI agent actually do with my Toggl data?

With Toggl connected, an agent can read your Toggl audit logs, list SAML and desktop logins, show the calendars connected to your workspace and the events on them, suggest details for an event, look up a workspace member, and check the countries and currencies Toggl supports. You ask in plain language, the agent finds the right Toggl action and runs it. Short, concrete asks work better than long sentences.

Does connecting Toggl give the AI access to my whole workspace?

No. Every call to Toggl through Elaichi runs as the person who signed in, so the agent sees only what that person can already see in Toggl. Elaichi can narrow that further with roles and restrictions, but it can never widen it beyond the person's own Toggl access.

Can my team share one Toggl connection?

Yes. One person connects Toggl in Elaichi and shares the connection with a team, and nobody else ever handles the Toggl API key. Each teammate still signs in to Elaichi as themselves, so the audit log names the person behind every Toggl call.

Can I stop an agent from deleting or changing things in Toggl?

Yes. In Elaichi you restrict Toggl actions one by one, for example removing calendars or deleting avatars. A restricted action still appears in Elaichi's tool search, flagged as restricted, but Claude, ChatGPT or any other client cannot run it, whatever the prompt says.

What happens to a Toggl connection when someone leaves?

When you offboard someone in Elaichi, their access to Toggl through every client ends at once. A shared Toggl connection keeps working for everyone else on the team. If you disconnect Toggl in Elaichi, it disappears from Claude, ChatGPT, Cursor, Microsoft Copilot and every other client in one step.

Does the Toggl MCP connector work with Gemini, Codex, Claude Code or other MCP clients?

Yes. Toggl is reached over the same MCP endpoint every client uses, so anything that speaks MCP can call it — Gemini, Codex, Claude Code, Windsurf, Cline, Zed and OpenCode among them — alongside Claude, ChatGPT, Cursor, Microsoft Copilot, and the Elaichi Agent. The tools on offer and the access behind them are identical whichever client asks. Only the setup screen differs.

Is Elaichi an alternative to Zapier MCP for Toggl?

Yes. Both let Claude, ChatGPT or Cursor use Toggl. Zapier MCP fits a team that already automates in Zapier, since each person signs in and acts as themselves in that account. Elaichi fits when IT wants one address for the whole company, per-tool rules by role, and a record of every Toggl call.

How is Elaichi different from Composio for Toggl?

Composio gives AI agents tools and sign-in handling across 1,000+ apps, for developers building agents or people using an assistant, billed per tool call. Elaichi gives a company's own people governed access to Toggl: one address, restrictions per role or user, and $15 per user per month. Both have role permissions and a log of every call.

Put Toggl in front of your team

14 days of Black, no credit card. Connect it once and pick what each team can call.

When the trial ends, nothing is deleted. You move to the free Personal plan, and connections, roles and the audit log stay where they are.

Add one link to your AI app

The same link for everyone on your team.

https://api.elaichi.ai/mcp
  • ChatGPT
  • Claude
  • Cursor
  • Microsoft Copilot