Biswashree Roy
PEOPLEBOX MCP
Context-rich performance management, inside the AI tools you already use
Performance intelligence, right where you work. Bring the full context of your people data into every conversation.
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USE CASES
What you can do with Peoplebox MCP
Spend less time finding information and more time acting on it.
REVIEWS
Reviews drafted from real work, not memory
Draft performance reviews from a full cycle of goals, check-ins, 1:1s and feedback. Each comment ties back to real work, so reviews are specific and fair.


GOALS
Build smarter goals, faster
Enable managers and employees to read, create and edit goals, and record check-ins. Spot which goals are on track and which need attention at a glance. Build clear, measurable goals with less back and forth.
1:1s
Walk into every 1:1 prepared
Bring open action items, past talking points and private notes into one view before a 1:1. Pick up exactly where the last conversation left off. Prepare in minutes and make every meeting count.

Ask anything about your team’s performance
See how it worksWhich of my team’s goals need attention?
What’s still open from my last 1:1?
Draft my review from this cycle’s work

FEEDBACK
Make feedback truly continuous
Describe what you noticed and get clear, specific feedback ready to share. Revisit everything you’ve written and everything shared with you. Remove the friction that keeps feedback from happening.
DEVELOPMENT PLANS
Stay on top of your growth plan
See your development goals, linked competencies, status and target dates in one answer. Know what’s open and what’s due next without opening another tool. Keep development moving between reviews.

SECURITY AND PERMISSIONS
Your AI gets the context. You set the access rules.
The access rules you already have in Peoplebox decide what the AI can see and do.
✓
Same access as in Peoplebox
The AI only sees what that person can already see. Private goals stay private.
✓
Ratings stay human
AI writes comments only. Ratings and scores are always chosen by a person.
✓
Every AI change is logged
An audit trail records each update made through AI.

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RATED ON G2
4.5/ 5
★★★★★



What is Peoplebox MCP?
A secure connection between Peoplebox and the AI assistant you already use. Ask about your goals, reviews, feedback, 1:1s and development plan in plain language, and take supported actions without leaving the chat.
Which AI assistants does it work with?
Claude, ChatGPT, Cursor and any enterprise AI Agent.
Can the AI assistant see data I don’t have access to in Peoplebox?
No. The AI assistant follows the same access and privacy rules you already have in Peoplebox. Private goals and reviews you can’t see stay out of every answer.
Will the AI assistant submit reviews or choose ratings for me?
No. The AI assistant can draft written comments, but you review and confirm them. Ratings and scores are always chosen by a person, and the AI assistant never submits a review.
What can I change through an AI assistant?
You can create and edit goals, log goal check-ins, draft review comments and give feedback. 1:1s and development plans are read-only for now.
How do admins control access?
An organization admin can turn external AI assistant access on or off with one setting. Turning it off stops all external AI assistant connections right away.
Is there a record of changes made through an AI assistant?
Yes. Every change made through an AI assistant is logged in an audit trail.
Bring Peoplebox into your AI tools
Connect in minutes. Your access rules come with it.
See how it works







