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timeghost MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 10 tools to Check Timeghost Status, Get Timeghost Entry, Get Timeghost Project, and more

Built by Vinkius GDPR 10 Tools SDK

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

Use with Your AI Agent

Ask AI about this App Connector for OpenAI Agents SDK

Open in ChatGPT Open in Claude Open in Perplexity

The timeghost app connector for OpenAI Agents SDK is a standout in the Productivity category — giving your AI agent 10 tools to work with, ready to go from day one.

Vinkius delivers Streamable HTTP and SSE to any MCP client

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

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

asyncio.run(main())
timeghost
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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 timeghost MCP Server

Connect your timeghost account to any AI agent and take full control of your Microsoft 365 integrated time tracking and project orchestration through natural conversation.

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

What you can do

  • Timesheet Portfolio Orchestration — List all time entries, retrieve detailed high-fidelity status metadata, and monitor team productivity programmatically
  • Project Intelligence Architecture — Query projects and budgets, retrieve detailed technical metadata, and access real-time project health metrics
  • Task Pipeline Management — Access your complete directory of high-fidelity tasks, manage assignments, and stay on top of operational delivery directly through your agent
  • Workspace Discovery — Access complete high-fidelity workspace profiles and organizational settings to understand and orchestrate your environment programmatically
  • Contact & Team Monitoring — List team members and collaborators to maintain perfect contextual alignment for every time log and project assignment
  • Operational Monitoring — Verify account-level API connectivity and monitor time log orchestration volume directly through your agent for perfectly coordinated service scaling

The timeghost 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.

All 10 timeghost tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to timeghost through Vinkius, your AI agent gets direct access to every tool listed below — spanning time-tracking, project-management, microsoft-365, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.

check_timeghost_status

Check API Status

get_timeghost_entry

Get a specific time entry

get_timeghost_project

Get details for a specific project

get_timeghost_task

Get details for a specific task

list_timeghost_clients

List clients

list_timeghost_entries

Optionally filter by date range or specific user. List time entries

list_timeghost_members

List workspace members

list_timeghost_projects

List projects

list_timeghost_tasks

Filter by project ID to isolate specific technical pipelines. List tasks

list_timeghost_workspaces

List workspaces

Connect timeghost to OpenAI Agents SDK via MCP

Follow these steps to wire timeghost into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.

01

Install the SDK

Run pip install openai-agents in your Python environment
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
03

Run the script

Save the code above and run it: python agent.py
04

Explore tools

The agent will automatically discover 10 tools from timeghost

Why Use OpenAI Agents SDK with the timeghost MCP Server

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

01

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

02

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

03

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

04

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

timeghost + OpenAI Agents SDK Use Cases

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

01

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

02

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

03

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

04

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

Example Prompts for timeghost in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with timeghost immediately.

01

"List all active projects in my timeghost account."

02

"Show the last 5 time entries for task 'API Design'."

03

"Check the connectivity status for the 'Marketing' workspace."

Troubleshooting timeghost MCP Server with OpenAI Agents SDK

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

01

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents
02

Agent not calling tools

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

timeghost + OpenAI Agents SDK FAQ

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

01

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.
02

Can I use multiple MCP servers in one agent?

Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
03

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.