AMD's local AI execution application, Lemonade, will gain an MCP gateway function, allowing MCP-compatible applications to call LLMs and image generation AIs running in Lemonade.

AMD released version 10.8.0 of its local AI execution development environment, Lemonade , on June 18, 2026, adding an MCP gateway function. This allows MCP-compatible applications such as Claude Code and GitHub Copilot to call AI models running in Lemonade via an MCP server.

Release v10.8.0 · lemonade-sdk/lemonade · GitHub
https://github.com/lemonade-sdk/lemonade/releases/tag/v10.8.0

Add MCP gateway: drop Lemonade into Claude Desktop, VS Code or Cursor in 30 seconds by siavashhub · Pull Request #2131 · lemonade-sdk/lemonade · GitHub
https://github.com/lemonade-sdk/lemonade/pull/2131

AMD's Lemonade AI Server Now Much More Useful With MCP Server Integration - Phoronix
https://www.phoronix.com/news/AMD-Lemonade-10.8-Released

Lemonade is a local AI execution environment developed by AMD that allows you to easily run AI models on Windows, macOS, and Linux. Lemonade is optimized for AMD GPUs, CPUs, and NPUs, and also supports execution on NVIDIA GPUs. Detailed instructions on installing and running Lemonade can be found in the following article.

Lemonade, a free and easy-to-use open-source AI environment for Windows, Linux, and macOS, is particularly effective with AMD GPUs and NPUs - GIGAZINE

Lemonade operates by 'setting up a server to run AI,' allowing external applications to connect to the Lemonade server and use AI models. While using AI models from OpenAI or Anthropic requires sending your data externally, Lemonade allows you to complete operations locally without sending data externally. The following article provides a detailed explanation of how to 'run a local AI model with Lemonade and use it as a model provider for Firefox's AI features.'

I used 'Lemonade' to completely localize the AI chat function in Firefox's sidebar - GIGAZINE

Lemonade version 10.8.0 adds an MCP gateway function, making it easier to connect with MCP-compatible apps. MCP is a data communication protocol for AI proposed by Anthropic in 2024 , and as of the time of writing, it has been adopted by many technology companies, including OpenAI and Google, in addition to Anthropic. The pull request to add the MCP gateway function states that 'apps such as GitHub Copilot, Claude Desktop, Cursor, and Cline can call Lemonade's local AI models.'

Furthermore, regarding the benefits of integrating Lemonade with cutting-edge cloud model-handling apps such as GitHub Copilot and Claude Desktop, it is explained that 'agents running on cutting-edge models can route privacy-related or computationally intensive tasks to local AI models without interrupting the conversation. This allows tasks such as batch classification, transcription, and image generation to be performed offline and for free using the model of the user's choice.'

Documentation regarding Lemonade's MCP gateway functionality is available at the following link.

MCP Gateway · lemonade-sdk/lemonade · GitHub
https://github.com/lemonade-sdk/lemonade/blob/main/docs/api/mcp.md