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MCP server · AI

Lemonade

Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk

97Excellent

Scored 17 hours ago · breakdown

About Lemonade

Lemonade is an MCP server published by lemonade-sdk in the AI category: lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk.

The repository has 5.9K stars and 529 forks, with the last commit 17 hours ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/lemonade-sdk/lemonade

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

  • ✓README presentThe repository ships documentation.
  • ✓License declaredUsable under a stated license.
  • !Scoped permissionsDoesn't declare a permission scope. Assume it can do anything its process can.

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Releases

v2026.42.1v2026.42.1 · 14 Oct 2026Headline Streaming requests no longer hang when a client disconnects mid-request. Windows support added for TheNoise (ROCm) via a bundled portable CPython interpreter. `extra_models_dir` now correctly import models from Hugging Face style…
v2026.41.1v2026.41.1 · 7 Oct 2026Headline ROCm backends move to ROCm 10 for llama.cpp, whisper.cpp, stable-diffusion.cpp, ThinkSound, TRELLIS, and ACE-Step. Non-streaming requests now stop as soon as the client disconnects, so an abandoned request no longer ties up the…
v2026.40.0v2026.40.0 · 30 Sep 2026Headline Streaming models now run on AMD integrated GPUs by sizing against the APU GTT pool instead of the fixed VRAM carve-out, enabling model streaming on hardware previously unsupported. Junie by JetBrains is a new launch agent…
v2026.39.1v2026.39.1 · 23 Sep 2026Headline TheNoise updated to 0.7.1 with support for image editing and additional AMD GPUs: gfx103X, gfx110X, and gfx120X. `allowed_origins` now accepts `:*` wildcard ports and `*.domain` subdomain patterns for local development and homelab…
v11.9.0v11.9.0 · 2 Sep 2026Headline This quality release fixes two top bugs: `allowed_origins` no longer blocks remote use, and the fixed 120s prefill timeout is now a 600s default that is configurable via `global_timeout`. A new experimental `llamacpp-hrx` backend…

README

🍋 Lemonade: Refreshingly fast local AI

Lemonade is the local AI server that gives you the same capabilities as cloud APIs, except 100% free and private. Use the latest models for chat, coding, speech, and image generation on your own NPU and GPU.

Lemonade comes in two flavors:

  • Lemonade Server installs a service you can connect to hundreds of great apps using standard OpenAI, Anthropic, and Ollama APIs.
  • Embeddable Lemonade is a portable binary you can package into your own application to give it multi-modal local AI that auto-optimizes for your user’s PC.

This project is built by the community for every PC, with optimizations by AMD engineers to get the most from Ryzen AI, Radeon, and Strix Halo PCs.

Getting Started

  1. Install: Windows · Linux · macOS (beta) · Docker · Source
  2. Get Models: Browse and download with the Model Manager
  3. Generate: Try models with the built-in interfaces for chat, image gen, speech gen, and more
  4. Mobile: Take your lemonade to go: iOS · Android · Source
  5. Connect: Use Lemonade with your favorite apps:

Supported Platforms

Platform Build
Arch Linux Build on Arch
Build on Debian
Docker Build Container Image
Fedora 43 Build .rpm
macOS beta Build .pkg
Snap Build Snap
Build Launchpad PPA
Windows 11 Build .msi

Using the CLI

To run and chat with Gemma:

lemonade run Gemma-4-E2B-it-GGUF

To code with Lemonade models:

lemonade launch claude

Multi-modality:

# image gen
lemonade run SDXL-Turbo

# speech gen
lemonade run kokoro-v1

# transcription
lemonade run Whisper-Large-v3-Turbo

To see available models and download them:

lemonade list

lemonade pull Gemma-4-E2B-it-GGUF

To see the backends available on your PC:

lemonade backends

Model Library

Lemonade supports a wide variety of LLMs (GGUF, FLM, and ONNX), whisper, stable diffusion, etc. models across CPU, GPU, and NPU.

Use lemonade pull or the built-in Model Manager to download models. You can also import custom GGUF/ONNX models from Hugging Face.

Browse all built-in models →

Supported Configurations

Lemonade supports multiple inference engines for LLM, speech, TTS, and image generation, and each has its own backend and hardware requirements.

To check exactly which recipes/backends are supported on your own machine, run:

lemonade backends

Project Roadmap

Under Development Under Consideration Recently Completed
Native multi-modal tool calling vLLM backend
More whisper.cpp backends Port app to Tauri
More SD.cpp backends Embeddable binary release
MLX support Image generation
Speech-to-text
Text-to-speech
Apps marketplace

Integrate Embeddable Lemonade in You Application

Embeddable Lemonade is a binary version of Lemonade that you can bundle into your own app to give it a portable, auto-optimizing, multi-modal local AI stack. This lets users focus on your app, with zero Lemonade installers, branding, or telemetry.

Check out the Embeddable Lemonade guide.

Connect Lemonade Server to Your Application

You can use any OpenAI-compatible client library by configuring it to use http://localhost:13305/v1 as the base URL. A table containing official and popular OpenAI clients on different languages is shown below.

Feel free to pick and choose your preferred language.

Python C++ Java C# Node.js Go Ruby Rust PHP
openai-python openai-cpp openai-java openai-dotnet openai-node go-openai ruby-openai async-openai openai-php

Python Client Example

from openai import OpenAI

# Initialize the client to use Lemonade Server
client = OpenAI(
    base_url="http://localhost:13305/api/v1",
    api_key="lemonade"  # required but unused
)

# Create a chat completion
completion = client.chat.completions.create(
    model="Gemma-4-E2B-it-GGUF",  # or any other available model
    messages=[
        {"role": "user", "content": "What is the capital of France?"}
    ]
)

# Print the response
print(completion.choices[0].message.content)

For more detailed integration instructions, see the Integration Guide.

FAQ

To read our frequently asked questions, see our FAQ Guide

Contributing

Lemonade is built by the local AI community! If you would like to contribute to this project, please check out our contribution guide.

Maintainers

This is a community project maintained by @amd-pworfolk @bitgamma @danielholanda @jeremyfowers @kenvandine @Geramy @ramkrishna2910 @sawansri @siavashhub @sofiageo @superm1 @vgodsoe, and sponsored by AMD. You can reach us by filing an issue, emailing lemonade@amd.com, or joining our Discord.

Code Signing Policy

Free code signing provided by SignPath.io, certificate by SignPath Foundation.

Privacy policy: This program will not transfer any information to other networked systems unless specifically requested by the user or the person installing or operating it. When the user requests it, Lemonade downloads AI models from Hugging Face Hub (see their privacy policy).

License and Attribution

This project is:

README copy captured when this server was indexed; it may lag the repository. The original is authoritative.

Questions

About Lemonade

How do I install Lemonade?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Lemonade safe to use with an AI agent?

Its trust score is 97 out of 100 (excellent). It passes 2 of the 3 static security checks run so far; the failures are listed above. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Lemonade still maintained?

Yes — the latest release is v2026.42.1 (14 Oct 2026), and the last commit was 17 hours ago. The repository has 5.9K stars and 590 open issues.