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About

Muse Glimmer is a 30-billion-parameter open-weights model from Meta Superintelligence Labs, optimized for always-on local agent workflows. Small enough to run on a Mac or PC with a single consumer GPU, it is designed for local agents, function calling, coding, and LLM-as-a-judge evaluation without depending on cloud infrastructure or network access. The model combines long-horizon execution, precise tool calling, multimodal understanding, long-context memory, and instruction following. It can complete end-to-end agentic tasks, sustain multi-step reasoning across extended workflows, recover from failed or unexpected tool calls, and accept interleaved text and images through a dedicated perception encoder for interpreting screenshots, charts, and documents. Muse Glimmer works with OpenClaw and other agentic orchestration patterns, supports controllable reasoning effort, and is trained on data from more than 100 languages.

About

SimpleOpenClaw is a hosting platform that makes deploying OpenClaw AI assistant instances fast and effortless. It enables users to launch fully managed OpenClaw environments in minutes without handling Docker, servers, or DevOps setup. The platform supports one-click deployment with integrations for Telegram, Discord, Slack, and WhatsApp. Users can connect any major AI provider, including OpenAI, Anthropic, and Google, by simply adding their API key. SimpleOpenClaw offers both cloud-hosted instances and managed deployments on customers’ own infrastructure. Automatic updates, backups, SSL, and monitoring are included to ensure reliable performance. Designed for developers, startups, and enterprises, it simplifies OpenClaw hosting while maintaining flexibility and control.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Developers building private, always-on AI agents that need strong reasoning, tool use, and multimodal capabilities on local hardware

Audience

SimpleOpenClaw is ideal for developers, startups, enterprises, and technical teams that want to deploy and manage OpenClaw AI assistants quickly without handling complex infrastructure setup

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

No images available

Pricing

Free
Free Version
Free Trial

Pricing

$14.99/month
Free Version
Free Trial

Reviews/Ratings

Overall 5.0 / 5

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

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Pros & Cons from Real Users

Pros

  • Muse Glimmer is exciting because it brings serious AI capability closer to the device. An open-weight model that can run on a laptop or desktop is a big deal for developers, builders, and AI power users who want more control. I like that it is focused on agentic tasks, not just basic chat. If it can handle reasoning, coding help, workflow automation, and local experimentation well, it could be really useful for private projects and always-on agents. The open-weight angle is the biggest win. Being able to download, modify, and run the model locally makes Muse Glimmer feel much more flexible than a closed API-only model.

Cons

  • I would still want to test it hard before trusting it for serious work. Smaller local models can be impressive, but they still need to prove themselves on coding, tool use, long tasks, and messy real-world prompts. Running locally also means the experience depends on your hardware. Even if it works on consumer devices, performance, speed, and setup may vary a lot.

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Meta
Founded: 2004
United States
meta.ai/

Company Information

SimpleOpenClaw
Founded: 2026
Germany
www.simpleopenclaw.com

Alternatives

Grok 4.6

Grok 4.6

SpaceXAI

Alternatives

PrimeClaws

PrimeClaws

PrimeClaws.com
ClawSimple

ClawSimple

Localfirst LLC

Categories

Categories

Integrations

OpenClaw
ExecuTorch
Hermes Agent
Hugging Face
LM Studio
Meta AI
Muse Code
Ollama
OpenCode
Unsloth

Integrations

OpenClaw
ExecuTorch
Hermes Agent
Hugging Face
LM Studio
Meta AI
Muse Code
Ollama
OpenCode
Unsloth
Claim Muse Glimmer and update features and information
Claim Muse Glimmer and update features and information
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Claim SimpleOpenClaw and update features and information