🧠 GHL MCP Server – Anthropic LangGraph Agent Integration

what is GHL MCP Server?

GHL MCP Server is a project that integrates GoHighLevel (GHL) sub-account tools with an Anthropic-powered LangGraph agent using the Model Connection Protocol (MCP). It serves as a secure intermediary between the LangChain ecosystem and GHL APIs, ensuring clean modular separation and zero-handoff latency.

how to use GHL MCP Server?

To use the GHL MCP Server, set up your environment by creating a .env file with your GHL credentials, install the required dependencies, and run the FastAPI server. You can then interact with the server using the provided tool endpoints.

key features of GHL MCP Server?

• Exposes GHL sub-account tools to LangGraph agents.
• Supports Claude-based LangGraph Agents as MCP clients.
• Provides a FastAPI MCP Server for seamless integration.
• Allows dynamic tool registration using LangChain MCP adapters.

use cases of GHL MCP Server?

1. Fetching contact details from GHL.
2. Listing open opportunities in GHL.
3. Triggering custom workflows via webhooks.
4. Retrieving funnel/pipeline structures from GHL.
5. Creating notes on contacts in GHL.

FAQ from GHL MCP Server?

• What is the purpose of the GHL MCP Server?

It acts as a secure intermediary layer between LangChain and GHL APIs, facilitating seamless integration.

• How do I set up the GHL MCP Server?

Create a .env file with your GHL credentials, install dependencies, and run the FastAPI server.

• Can I add new tools to the GHL MCP Server?

Yes! You can extend the server to include new GHL tools as needed.