Get started

MCP for AI apps

Ask for the workforce report you want.

Connect Claude, ChatGPT, or Claude Code to WorkMentor. Ask for attendance, hours, activity, and KPI summaries across your organization, ranked, compared, or briefed the way you want.

Get startedSee what Pro includes

Included with the Pro plan. Read-only: nothing in WorkMentor can be changed from an AI app.

AI APP · SAMPLE DATAWORKMENTOR · CONNECTEDRank everyone by finalized KPI score for August.READING KPI RESULTSHere is August, ranked by KPI score.SOURCE: KPI RESULTSRANKED48TOP SCORE94AVERAGE81LOWEST58#EMPLOYEE · TOP 3STATUSSCORE1Amara OkaforFinalized942Daniel ReyesFinalized913Ethan BrooksFinalized89SAMPLE DATACONNECTEDRank everyone by finalized KPIscore for August.READING KPI RESULTSAugust, ranked by KPI score.RANKED48TOP SCORE94AVERAGE81LOWEST58#EMPLOYEESCORE1Amara Okafor942Daniel Reyes913Ethan Brooks89

Reports you can ask for

Four reports, asked for in your own words.

Say what you want to see and how you want it laid out. The AI app reads the records and builds it.

  • Attendance

    Summarize September attendance for everyone, with late arrivals and absences.

    You get

    • Present
    • Absent
    • Late
    • Early check-out
    • Work from home
    • Leave
    • Overtime hours

  • Hours

    Rank everyone by hours logged last week, split by project.

    You get

    • Hours per person
    • Hours per project
    • Tracked and manual time
    • Pending approval

  • Activity

    Compare active and break time across the organization for last week.

    You get

    • Active time
    • Break time
    • Productive
    • Unproductive
    • Neutral

  • KPI results

    Rank finalized KPI results for August, with the score breakdown.

    You get

    • Monthly scores
    • Score components
    • Quarterly reports
    • Ranking

Who can ask for what

  • Admins and HRThe whole organization.
  • ManagersAttendance, hours, and KPI results for their reporting line.
  • Everyone elseTheir own records.

Leave and activity reports are limited to a person's own records unless they are admin or HR.

Trust and control

Read-only, role-based, and easy to switch off.

  • Read-only, with sensitive details held back

    AI apps can look things up. They cannot create, edit, approve, or delete anything. Leave reasons, screenshots, window titles, page URLs, and IP addresses are never returned.

  • Follows the role

    Each person gets answers only from what their role can already open in WorkMentor. Anything beyond it is refused.

  • Clear about what a number is

    Results state their date range and source. Missing tracking is reported as no data, never as zero.

  • Easy to switch off

    Each person approves their own connection and can disconnect it from their profile. Access also ends when someone is deactivated.

Answers appear in the AI app you connect, so that app's own terms apply to them. Check your organization's policy before connecting.

How it connects

Three steps to connect.

  1. 01

    Copy the address

    In WorkMentor, open Profile, then Connected AI Apps, and copy your workspace's address.

  2. 02

    Add it to your AI app

    In Claude, ChatGPT, or Claude Code, add the address as a custom connector (MCP server).

  3. 03

    Approve access

    Sign in to WorkMentor, review what the app is asking for, and approve. Then ask for your first report.

Get started

Connecting apps requires the Pro plan.

FAQ

Common questions

Which plan includes MCP access?

MCP access is included with the Pro plan. If a workspace leaves Pro, connected apps lose access.

Which AI apps can connect?

Apps that support custom MCP connectors with sign-in, including Claude, ChatGPT, and Claude Code.

How far back can I ask?

Attendance, hours, and activity questions cover up to 31 days at a time. KPI results are available as finalized monthly scores and quarterly reports.

What can a connected app see?

Only what the person who approved it can already open in WorkMentor, and only for attendance and leave, timesheet hours, activity and usage, and KPI results. Other areas of WorkMentor are not available through MCP.

How do I disconnect an app?

Open Profile, then Connected AI Apps, and choose Disconnect. The app loses access immediately.