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 OpenAI Agents SDK 10 tools — connect in under 2 minutes

Name: Officevibe
Availability: InStock
Author: Vinkius

openai.github.io/openai-agents-python/mcp

Built by Vinkius GDPR 10 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Officevibe through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.

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 agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MCPServerStreamableHttp(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as mcp_server:

        agent = Agent(
            name="Officevibe Assistant",
            instructions=(
                "You help users interact with Officevibe. "
                "You have access to 10 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Officevibe"
        )
        print(result.final_output)

asyncio.run(main())

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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.

The OpenAI Agents SDK auto-discovers all 10 tools from Officevibe through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Officevibe, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

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 OpenAI Agents SDK 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 OpenAI Agents SDK via MCP

Follow these steps to integrate the Officevibe MCP Server with OpenAI Agents SDK.

Install the SDK

Run pip install openai-agents in your Python environment

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com

Run the script

Save the code above and run it: python agent.py

Explore tools

The agent will automatically discover 10 tools from Officevibe

Why Use OpenAI Agents SDK with the Officevibe MCP Server

OpenAI Agents SDK provides unique advantages when paired with Officevibe through the Model Context Protocol.

Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

Officevibe + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the Officevibe MCP Server delivers measurable value.

Automated workflows: build agents that query Officevibe, process the data, and trigger follow-up actions autonomously

Multi-agent orchestration: create specialist agents. one queries Officevibe, another analyzes results, a third generates reports

Data enrichment pipelines: stream data through Officevibe tools and transform it with OpenAI models in a single async loop

Customer support bots: agents query Officevibe to resolve tickets, look up records, and update statuses without human intervention

Officevibe MCP Tools for OpenAI Agents SDK (10)

These 10 tools become available when you connect Officevibe to OpenAI Agents SDK 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 OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK 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 OpenAI Agents SDK

Common issues when connecting Officevibe to OpenAI Agents SDK through the Vinkius, and how to resolve them.

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

Officevibe + OpenAI Agents SDK FAQ

Common questions about integrating Officevibe MCP Server with OpenAI Agents SDK.

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.