1076 musecases built now with Muse

@jeperkins4

@jeperkins4

A zero-dependency Ruby client for Meta's Model API focused on the Responses API: reasoning replay across tool loops, previous_response_id state, web_search grounding and typed errors with retries.

@High-Performance-AI-Lab

@High-Performance-AI-Lab

muser is a standalone inference engine for Muse Glimmer 30B on Apple Silicon Metal, with an optional disaggregated lane where an NVIDIA GB10 node prefills in NVFP4 and hands the KV cache to the Mac.

Artificial Analysis

@ArtificialAnlys

Meta has released Muse Spark 1.2. It's their third release in four months and scores 54 on the Artificial Analysis Intelligence Index, significantly improving agentic knowledge work capabilities over prior releases and putting Meta next to SpaceXAI in a tie for third place

@gosukiwi

@gosukiwi

Docker Sandboxes (sbx) kit spec that runs Muse Code in YOLO mode inside an isolated sandbox via a musex command, verified with sbx v0.39.0 on macOS arm64.

Unsloth AI

@UnslothAI

Meta releases Muse Glimmer, a new 30B open model that runs on 18GB RAM. Muse Glimmer is Apache 2.0 licensed, supports vision and is the strongest agentic model for its size. Run and train the model via Unsloth. GGUF: huggingface.co/unsloth/Muse-G… Guide: unsloth.ai/docs/models/mu…

@swalker326

@swalker326

OpenCode plugin that reads the muse CLI login, registers a muse-code provider against api.meta.ai and rediscovers available Muse models every 30 minutes, metered against the Muse Code subscription.

Codus reads the three benchmark charts Meta published for Muse Code and notes Claude Opus 5 wins all three, including Meta's own internal eval.

Dilmer

@Dilmerv

Tips for 🥽 VR/MR developers, or anyone getting into VR by building a new app or game: leverage the Meta VR CLI + Muse Code in your agentic workflow. - An MCP server that gives your AI coding agent full context from the Meta VR docs - Device management: list, inspect, and

@amoeba-farm

@amoeba-farm

Muse connector application for public hardware-market research over Amoeba Farm's existing HTTPS API, exposing RAM and NAND market catalogs and options books as Raw API operations.

@Aeroknight786

@Aeroknight786

A local browser GUI for an existing Muse Code install, offering a persistent view of projects, tasks, conversations, permissions, activity and working-tree changes over Muse's session protocol.

This is a small HTTP API you run on a machine you control. Muse SSHes in and calls http://127.0.0.1:8792. It can search Amazon and add to a personal cart or a Prime Business cart. It does not check out or pay. https://github.com/aasper03/muse-amazon-bypass You need Python 3.11 and curl. Sign in to Amazon in a normal browser and export cookies for each account. Amazon blocks automated login windows. The README covers Muse-over-SSH setup, and a later section shows how to call the same API yourself.

Wavect's buyer guide to Muse Code pricing, training-data rights, client repositories, agency margins and routing workloads safely.

@HawgAuto

@HawgAuto

Glimmer HD Vision is an OpenAI-compatible proxy that keeps images within Muse Glimmer 30B's 4,096 visual-token limit by sending a 4K image as one overview plus four overlapping detail tiles, with an OCR/layout mode.

Hugging Face's launch post covers day-0 transformers, llama.cpp and vLLM support, Inference Endpoints, speculative decoding, TRL fine-tuning and agent demos for Muse Glimmer.

Built musedirectory.dev to collect useful Muse agent and Muse Code use cases that were scattered across X threads, YouTube videos and blog posts.

Vals AI

@ValsAI

Meta just released Muse Spark 1.1 and is the new SOTA on MedScribe and TaxEval, taking the top spot from Fable 5 while being 10x cheaper and twice as fast. Meta currently holds the top 2 spots on TaxEval It is also the new #1 on Harvey's Legal Agent Bench, dethroning Grok 4.5

@Telep-IO

@Telep-IO

Index of Telep IO's open-source Muse connectors, where the agent prepares a real-world action (a letter, a fax, a call) and a human reviews, pays and confirms before a provider performs it.

Railway

@Railway

We're excited to be part of the launch announcement of the Muse Connector Platform Manage your deploys, ship code, and more on Muse with Railway

Sam Witteveen covers Meta's open-weight Muse Glimmer 30B release, pointing to the research blog and the Hugging Face collection.

@bex-co

@bex-co

muse-code-acp is an unofficial Node adapter that exposes Meta's Muse Code through the Agent Client Protocol, so it can be driven from Zed or VS Code with streaming, tool calls and MCP servers.

fal

@fal

Muse Image from @aiatmeta is live on fal. It's an agentic image model that plans your composition, uses tools, and self-corrects before you ever see a result. Complex briefs hold together instead of falling apart.

@Jemno23

@Jemno23

A Vercel-hosted MCP connector for Muse that pushes cards to a 600x600 display web app, built around a serverless socket-lifetime spike with session state kept in memory or Redis.

Stark Insider introduced Muse to its own AI agent setup to test whether Muse's one-minute onboarding costs depth compared with OpenClaw.

Some people told me that the difference in richness and layout between Glimmer and Qwen wasn't clear to them. This example makes it super clear. I'm aware that comparing Glimmer 30B (a dense model) with Qwen 3.6 (a MoE) isn't entirely fair, but if we compare it to the dense Qwen 27B, the gap will likely be even bigger. If you want, I can add the 27B version later. For now, I'm waiting for Qwen 3.8 27B to see how close it gets to the blueprint. As for the technical details: Both were run on a custom llama.cpp build optimized for the RTX 5080, with a temperature of 0.5 and a 125k context window. Regarding the music: I created it myself without using AI I specifically wanted it to sound that weird.

@Israelmusondaayliffe

@Israelmusondaayliffe

Muse workspace skills ported from a Codex/Claude Code plugin marketplace, translating manifests and hooks into procedures Muse can run with its terminal, browser and files.

Peter James

@heypeterjames

By chatting normally with the Muse iOS app I was able to have it send a zip of its entire filesystem from the linux root to my Google Drive via the google connector. /home/hatch is the agents home and contains top level files live soul.md, identity.md, memory, tools, and more

David

@never_offseason

Me: [Skeptical that AI assistants do anything useful.] I gave @Muse a try this weekend. It booked me a restaurant and parking reservation. OK whatever, thanks. I asked it to research the best of 700+ episodes of a podcast series that I like. Easy. Thanks again. Then it offered

@cobusgreyling

@cobusgreyling

Cobus Greyling's companion repo for Muse Glimmer 30B pairs a long-form intro with an offline-first interactive lab for exploring agent loops, benchmarks and memory envelopes before downloading the weights.

Mr AI Dan

@TheMrAIDan

Two kids. Multiple schools. Swim teams. Emails. Schedule changes. Calendar chaos. So I built EVA, our AI family assistant using Meta Muse. She finds what matters, tracks deadlines, updates our calendar, and answers questions about what’s coming up.

Disong

@Dis0ng

I'm more of a "casual user", but today I asked Muse to browse for the best deals on an iPhone 17e while I worked on something more pressing. It let me know when it finished, made a widget in our chat showing each promo, and told me which carriers it recommended. Neat!

tusharjain

@tusharjain

I just completed my first purchase via @Muse and @link . Gotta say, despite using agents all the time, this felt like a new frontier. Watching it use the browser was amazing and the stripe link experience with explicit approvals etc was really good. It was nerve racking

armand

@armand_ruiz

My @Muse just handled an entire IKEA return for me; customer service, scheduling.... The pickup guy shows up at my door and I genuinely forgot I'd even asked for it. This is what an agent is supposed to feel like.

@vcspr

@vcspr

Unofficial terminal skill for Muse that calls the Apify API to list actors, start runs, poll status and pull dataset items from a single stdlib-only Python CLI.

WEBdoze pairs Muse Spark 1.3 and Gemini 3.8 Flash with the Impeccable design skill and browser testing to turn plain AI-generated pages into polished frontends.

Muse Cases

@Musecases

Your agent makes phone calls now. The hold music era is ending. x.com/i/article/2101…

I know this is the most trivial thing ever, but I made a video for folks who want to get started trying to wrangle their kid events. The schools have 5000 apps we need to manage. So I let Muse do it, and I replicated 5-6 hours of Hermes set up time in about 30 minutes with Muse. And Muse was successful in connecting to all of the kid things: grades, announcements, events, baseball and soccer schedules, etc. https://www.youtube.com/watch?v=LszTtZ_QWWc

Cloud Codes runs Unsloth's 2-bit dynamic quant of Muse Glimmer 30B in about 14 GB of laptop memory and tests 100+ autonomous tool calls.

Angus Hardy-Francis

@angushf

found another great use case for @Muse - list half a dozen things on fb marketplace in minutes. literally just take a picture, name your price and condition of the item and let Muse do its thing. i always procrastinated doing this because it was too tedious of a process but not

Mark Zuckerberg

@finkd

Today we're also opening the weights for Muse Glimmer, a great 30B parameter dense model that can run locally. Soon we'll also release the weights for Muse Spark 1.2, our latest foundation model. Meta is a strong supporter of open source and I'm proud of these releases. Congrats

A 4-byte GGUF header edit that raises Muse Glimmer 30B's 131,072 context limit to 262K. The author shows YaRN scaling only adds prefill cost on this architecture, and verified 262K with 8 slots on one RTX 4090.