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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

OpenClaw.Direct is a fully managed AI assistant hosting platform that allows teams to deploy a dedicated AI assistant in minutes without managing infrastructure. The platform enables users to interact with their AI assistant through familiar messaging apps such as Telegram, WhatsApp, Slack, and Discord. Designed for simplicity, OpenClaw.Direct allows teams to set up their assistant in about five minutes with no technical expertise required. Each user receives a private, dedicated instance running on isolated infrastructure to ensure security and data privacy. The platform handles server maintenance, monitoring, updates, and infrastructure management automatically. OpenClaw can help automate everyday tasks such as drafting emails, monitoring deployments, checking system status, and preparing summaries. With always-on availability and easy integration with communication tools, OpenClaw.Direct helps teams streamline workflows and stay productive.

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

Businesses, teams, and professionals who want a private AI assistant integrated into messaging apps to automate tasks and streamline daily workflows without managing technical infrastructure

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

Pricing

Free
Free Version
Free Trial

Pricing

$19/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:

Review this Software

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

OpenClaw.Direct
Founded: 2026
openclaw.direct/

Alternatives

Alternatives

PrimeClaws

PrimeClaws

PrimeClaws.com

Categories

Categories

Integrations

OpenClaw
Claude Fable 5
Claude Mythos 5
Claude Opus 4.8
Claude Opus 5
ExecuTorch
Hermes Agent
Hugging Face
LM Studio
Meta AI
Muse Code
Ollama
OpenCode
Unsloth

Integrations

OpenClaw
Claude Fable 5
Claude Mythos 5
Claude Opus 4.8
Claude Opus 5
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 OpenClaw.Direct and update features and information