How do I get an Officevibe API Key?

Log in to the Workleap Developer Portal (https://developer.workleap.com/) using your Officevibe credentials to create an application and generate your API key.

Is employee feedback anonymous through the API?

Yes. Officevibe enforces the same anonymity rules through the API as it does in the dashboard. You will see the feedback text but not the identity of the employee if it is anonymous.

What metrics are included in engagement scores?

Scores include the 10 key engagement metrics: Recognition, Feedback, Relationship with Peers, Relationship with Manager, Satisfaction, Alignment, Happiness, Wellness, Personal Growth, and Ambassadorship.

Officevibe MCP Server for AutoGen 10 tools — connect in under 2 minutes

Name: Officevibe
Availability: InStock
Author: Vinkius

microsoft.github.io/autogen/docs/tools/mcp-tools

Built by Vinkius GDPR 10 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Officevibe as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with McpWorkbench(
        server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
        transport="streamable_http",
    ) as workbench:
        tools = await workbench.list_tools()
        agent = AssistantAgent(
            name="officevibe_agent",
            tools=tools,
            system_message=(
                "You help users with Officevibe. "
                "10 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

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* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About Officevibe MCP Server

Connect your Officevibe (by Workleap) account to your AI agent and gain deep insights into your workplace culture and employee engagement through natural conversation.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Officevibe tools. Connect 10 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.

What you can do

Engagement Scores — Retrieve aggregated engagement and satisfaction scores for your entire organization or specific teams.
Pulse Metrics — Access granular scores for key sub-metrics like Recognition, Relationship with Manager, and Wellness.
Feedback Monitoring — List qualitative survey feedback and comments, and retrieve full follow-up conversations.
NPS Tracking — Monitor your current Employee Net Promoter Score (eNPS) and view historical trends.
User & Team Oversight — List all employees and organization segments to understand your culture's structure.
Deep Inspection — Fetch complete metadata and profile information for specific employees using their unique IDs.

The Officevibe MCP Server exposes 10 tools through the Vinkius. Connect it to AutoGen in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect Officevibe to AutoGen via MCP

Follow these steps to integrate the Officevibe MCP Server with AutoGen.

Install AutoGen

Run pip install "autogen-ext[mcp]"

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

Explore tools

The workbench discovers 10 tools from Officevibe automatically

Why Use AutoGen with the Officevibe MCP Server

AutoGen provides unique advantages when paired with Officevibe through the Model Context Protocol.

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Officevibe tools to solve complex tasks

Role-based architecture lets you assign Officevibe tool access to specific agents. a data analyst queries while a reviewer validates

Human-in-the-loop support: agents can pause for human approval before executing sensitive Officevibe tool calls

Code execution sandbox: AutoGen agents can write and run code that processes Officevibe tool responses in an isolated environment

Officevibe + AutoGen Use Cases

Practical scenarios where AutoGen combined with the Officevibe MCP Server delivers measurable value.

Collaborative analysis: one agent queries Officevibe while another validates results and a third generates the final report

Automated review pipelines: a researcher agent fetches data from Officevibe, a critic agent evaluates quality, and a writer produces the output

Interactive planning: agents negotiate task allocation using Officevibe data to make informed decisions about resource distribution

Code generation with live data: an AutoGen coder agent writes scripts that process Officevibe responses in a sandboxed execution environment

Officevibe MCP Tools for AutoGen (10)

These 10 tools become available when you connect Officevibe to AutoGen via MCP:

get_employee_details

Get specific employee info

get_engagement_metrics

g., Recognition, Relationship with Manager). Get granular engagement metrics

get_engagement_scores

Get overall engagement scores

get_feedback_replies

Get feedback conversation

get_nps_scores

Get employee NPS scores

list_employees

List all employees

list_survey_feedback

List survey feedback

list_user_attributes

List custom user attributes

list_vibe_segments

List audience segments

list_vibe_teams

List organization teams

Example Prompts for Officevibe in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with Officevibe immediately.

"What is our current organization engagement score?"

"List the latest qualitative feedback from employee surveys."

"Show me the Employee NPS (eNPS) trend for this quarter."

Troubleshooting Officevibe MCP Server with AutoGen

Common issues when connecting Officevibe to AutoGen through the Vinkius, and how to resolve them.

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

Officevibe + AutoGen FAQ

Common questions about integrating Officevibe MCP Server with AutoGen.

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call Officevibe tools during their conversation turns.

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.