---
title: "Connect programmatically"
url: "https://docs.mekodata.ai/use-meko/connect/connect-programmatically/"
---

# Connect programmatically

Integrate Meko with LangChain, LangGraph, Python, and other frameworks via MCP

Any MCP-capable framework can register with the Meko MCP server (`https://mcp.mekodata.ai/mcp`) using an API key.

To integrate Meko programmatically, register the Meko MCP Server with your application's internal MCP Client. Most AI frameworks include built-in clients to simplify this process.

This approach enables your application to save memory and knowledge in Meko, such as conversation memory, user and team preferences, and even application state.

Upload files from the [portal](/quick-start/add-context/), [from your agent over MCP](/concepts/knowledgebase/#upload-from-your-agent), or with the [Datapack API](/reference/datapack-api/#upload-a-file).

## Learn more

- [Meko MCP Server reference](/reference/mcp-server/)