How do I get my GoHighLevel API key?

Log in to your GoHighLevel sub-account. Click **Settings** (bottom left corner). Navigate to **Business Profile**. Scroll down to the **API Key** section — your key will be displayed there, or click **Generate Key** if one hasn't been created. Copy the key and paste it below. Note: In newer accounts, you may see a **Private Integration** option instead — create one and use the generated token.

Can I manage multiple client accounts from one agent?

Yes. Each GoHighLevel sub-account has its own API key. Configure separate integrations for each client account and your AI agent can switch between them — managing contacts, deals, and campaigns across your entire agency portfolio.

Can my AI agent move deals through pipeline stages?

Yes. Your agent can list all pipeline stages, view deals in each stage, update deal values, and move opportunities between stages — giving your sales team a conversational way to manage their entire sales process.

Does this work with GoHighLevel's white-label versions?

Yes. The API is the same regardless of whether you use GoHighLevel directly or through a white-label reseller. The API key from your sub-account works identically across all branded versions of the platform.

GoHighLevel MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes

Name: GoHighLevel
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 GoHighLevel through the 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="GoHighLevel Assistant",
            instructions=(
                "You help users interact with GoHighLevel. "
                "You have access to 10 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from GoHighLevel"
        )
        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 GoHighLevel MCP Server

Connect GoHighLevel to your AI agent and manage your all-in-one marketing and CRM platform conversationally.

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

What you can do

Contact Management — Search, create, and update contacts with custom fields, tags, and notes.
Pipeline Tracking — List pipeline stages, move opportunities, and track deal values across your sales funnels.
Campaign Analytics — Query email and SMS campaign performance, open rates, and click-through metrics.
Calendar & Appointments — List upcoming appointments, check availability, and manage booking calendars.

The GoHighLevel 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 GoHighLevel to OpenAI Agents SDK via MCP

Follow these steps to integrate the GoHighLevel 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 GoHighLevel

Why Use OpenAI Agents SDK with the GoHighLevel MCP Server

OpenAI Agents SDK provides unique advantages when paired with GoHighLevel 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

GoHighLevel + OpenAI Agents SDK Use Cases

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

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

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

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

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

GoHighLevel MCP Tools for OpenAI Agents SDK (10)

These 10 tools become available when you connect GoHighLevel to OpenAI Agents SDK via MCP:

create_contact

Create a new contact

get_contact

Get contact details

list_calendars

List booking calendars

list_campaigns

List drip campaigns

list_contacts

List all CRM contacts

list_conversations

List recent conversations

list_forms

List lead capture forms

list_opportunities

List pipeline opportunities

list_pipelines

List sales pipelines

send_message

Send an SMS/email to a contact

Example Prompts for GoHighLevel in OpenAI Agents SDK

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

"Search for the contact 'John Smith' in my CRM."

"How many deals are in the 'Proposal' stage right now?"

"What are my upcoming appointments today?"

Troubleshooting GoHighLevel MCP Server with OpenAI Agents SDK

Common issues when connecting GoHighLevel 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.

GoHighLevel + OpenAI Agents SDK FAQ

Common questions about integrating GoHighLevel 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.