GoHighLevel MCP Server for AutoGen 10 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add GoHighLevel as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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="gohighlevel_agent",
tools=tools,
system_message=(
"You help users with GoHighLevel. "
"10 tools available."
),
)
print(f"Agent ready with {len(tools)} tools")
asyncio.run(main())
* 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.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use GoHighLevel 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
- 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 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 GoHighLevel to AutoGen via MCP
Follow these steps to integrate the GoHighLevel 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 GoHighLevel automatically
Why Use AutoGen with the GoHighLevel MCP Server
AutoGen provides unique advantages when paired with GoHighLevel through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use GoHighLevel tools to solve complex tasks
Role-based architecture lets you assign GoHighLevel 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 GoHighLevel tool calls
Code execution sandbox: AutoGen agents can write and run code that processes GoHighLevel tool responses in an isolated environment
GoHighLevel + AutoGen Use Cases
Practical scenarios where AutoGen combined with the GoHighLevel MCP Server delivers measurable value.
Collaborative analysis: one agent queries GoHighLevel while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from GoHighLevel, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using GoHighLevel data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process GoHighLevel responses in a sandboxed execution environment
GoHighLevel MCP Tools for AutoGen (10)
These 10 tools become available when you connect GoHighLevel to AutoGen 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 AutoGen
Ready-to-use prompts you can give your AutoGen 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 AutoGen
Common issues when connecting GoHighLevel to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"GoHighLevel + AutoGen FAQ
Common questions about integrating GoHighLevel MCP Server with AutoGen.
How does AutoGen connect to MCP servers?
Can different agents have different MCP tool access?
Does AutoGen support human approval for tool calls?
Connect GoHighLevel with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect GoHighLevel to AutoGen
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.