Curated with by@mohithkumar808

1093 musecases built with Meta Muse

Real Meta Muse use cases and examples, sorted by hand: agent errands, connectors, Muse Code projects, games and local Muse Glimmer runs. Every entry links to its public source. New to Muse? Read what Meta Muse is or prompts that worked.

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OpenRouter

@OpenRouter

We’re excited to bring @AIatMeta’s Muse Spark 1.2 contributor tier to OpenRouter. At $0.10/M input and $0.20/M output, It’s meaningfully cheaper than Muse Spark 1.2 and beats other comparable models on real cost, providing frontier intelligence-per-dollar.

X post · Coding & dev tools★ Pick· ♥ 586

Muse Spark 1.2 contributor tier on OpenRouter

Kartik

@1kartikkabadi1

I swear Muse Spark 1.3 is a really good model. Like I don't know if it's just my setup or something. But it just constantly surprises me. So in Synara there's a thread/agents tool where it can create new threads and communicate and manage agents. And literally always, like

+2

X post · Agents & automation· ♥ 50

Muse Spark 1.3 managing sub-agent threads in Synara

A

@AnilChandraNaiduMatcha

@AnilChandraNaiduMatcha

Anil Chandra Naidu Matcha tours what the community-built Muse connector catalog adds to Meta's agent beyond what Meta shipped.

Video · Connectors & MCP· ♥ 1

10 things Muse can do via community connectors

Artificial Analysis

@ArtificialAnlys

Meta has released Muse Spark 1.3, their fourth Muse Spark model release in five months. Muse Spark 1.3 (max), which is in limited preview for Meta’s partners, scores 62 on the Artificial Analysis Intelligence Index, behind only Claude Fable 5.1 and Claude Opus 5. The variant

X post · Benchmarks & research★ Pick· ♥ 2.6K

Artificial Analysis scores Muse Spark 1.3

Arena.ai

@arena

Muse Spark 1.3 Max by @AIatMeta has reshaped the Pareto frontier for Code Arena: WebDev! Meta's latest model at Max reasoning is doing something interesting on the Arena Pareto frontier: it's the only model holding down the wide price band between Qwen3.8-max ($5/MToken) and

X post · Benchmarks & research· ♥ 334

Spark 1.3 Max on the WebDev Pareto frontier

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@altryne

@altryne

Alex Volkov tests the Muse agent's research and Stripe-powered payments, and walks through its VM security, personal-data handling and the training opt-out.

Video · Errands & personal agent

Hands-on with the Muse personal agent (ThursdAI)

armand0e

armand0e

Muse Glimmer 30B fine-tuned on agentic coding traces and chat distilled from Claude Fable 5, merged bf16 and drop-in for the base.

Resource · Local & open models· ♥ 3

Muse Glimmer Fable Distill

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Shown every 12 builds · on every catalog page

geekwire.com

geekwire.com

GeekWire's Todd Bishop examined Amazon blocking Muse's shopping agent and the open questions it raises about platform rules, revenue sharing and customer relationships in agent-driven commerce.

Resource · Business & commerce

Who owns the customer when Muse does the buying?

tech-insider.org

tech-insider.org

Nadia Dubois walks through API key setup, auth, tool-calling config and cost control for Muse Spark 1.3 at $1.25/M input and $4.25/M output tokens.

Guide · Coding & dev tools

How to use Muse Spark 1.3 in 13 steps

U

deepseas72

u/deepseas72

My two biggest projects have been with Spotify and Google Photos. I used it to organize my Spotify playlists. That’s a task I’ve put off for years. I had music sorted into general periods like 60s to 70s, 80s to 90s, all choral, classical and opera together, all types of jazz together, etc. In all, there were 18 playlists with about a 200 song average. Muse did really well in sorting songs into exact decades and separating genre. I have about 40k photos. I have tried sorting them into albums and deleting any duplicates but it is so overwhelming. I tried to get muse to sort them into groups like pets, old family photos, specific vacations, military service. It did not go well. In an album that should have had at least 1k pics, it very confidently informed me that the album was complete, with about 25 photos. In some albums, the photos had absolutely nothing to do with the grouping I was asking for. I spent many, many hours working on that before I finally gave up.

Reddit post · Errands & personal agent

Sorting 18 Spotify playlists by decade with Muse

Bryce Del Rio

@BryceDelRio

Biggest @Muse agi moment. Wife wanted chocolate cake. I wanted to watch football, vs scroll doordash for 20 min. She didnt trust muse. I said lets test it pick out what you want. Sent Quantavius out on my end to find best chocolate cake. They chose the same thing, muse

X post · Errands & personal agent

DoorDash chocolate cake pick

@nmhjklnm

@nmhjklnm

A SKILL.md-driven setup that makes a machine without a public IP, such as a Muse/Hatch hosted VM, reachable over SSH through a public relay and self-recovers after reboots.

Skill · Agents & automation

Reverse SSH tunnel skill for Muse VMs

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Hugo Barra

@hbarra

Every @Muse partnership we've announced so far; all these connectors are either live or coming very soon 🧵 👉Reply to this thread: what other Muse connectors do people want?

X post · Connectors & MCP· ♥ 260

Every Muse partnership so far (thread)

runtimewire.com

runtimewire.com

RuntimeWire finds Muse Spark 1.1 ahead of GLM 5.2 on harder, failure-prone tasks, with GLM the tidier formatter in spots.

Resource · Benchmarks & research

Head to head: Muse Spark 1.1 vs GLM 5.2

@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.

Skill · Coding & dev tools

Muse Code Docker Sandbox kit

@rickyzzzzz

@rickyzzzzz

A controlled local benchmark on an M1 Max comparing Muse Glimmer 30B with Qwen 3.6 35B and Qwen 3.8 27B on tool calling and data-science tasks; Glimmer passed 24/30 versus Qwen 3.8's 30/30.

GitHub · Benchmarks & research

Muse Glimmer vs Qwen local agent benchmark

@m5it

@m5it

A four-in-line game built with the AIIA framework, where the plan came from the author's own model and the build then switched to Muse Glimmer running on 16 GB of VRAM.

A

Anonymous

instagram.com

A Muse agent receives a one-time secret two ways: the hard way (email link, redacted URL, dropped decryption key — 45 min) and the agent-native way (a Claude agent creates the request with one Qatom call + ~$0.10, the Muse agent retrieves with one free call — 2 seconds, secret delivered once then deleted). Secure Secrets Exchange on Qatom. Tool: https://github.com/StarwaterHeaven/secure-secrets-exchange — full story: https://github.com/StarwaterHeaven/qatom-use-cases/blob/main/stories/sse-credential-handoff-torque.pdf

Video · Agents & automation

Torque

Lyn Loi

@lyn_l0i

im going to japan for the first time & i let @Muse plan it for me muse handled: → every train line & route + bought the tickets → all activities + reservations at the busiest restaurants & spots → dumped the whole trip into my google calendar did this in 10 minutes btw

+1

X post · Errands & personal agent· ♥ 5

First Japan trip planned and booked in 10 minutes

U

6353JuanTaboApp6

u/6353JuanTaboApp6

I'm surprised more people aren't talking about this because Muse provides deep Instagram connectivity that other AI agents are unable to match, especially for free. I have been using Muse as an Instagram sidekick for a while. Here some things ive been playing around with and doing through Muse. These are especially useful for anyone running any kind of business through IG: Muse can - Read your insights and tell you what is working: Ask which posts drove the most reach, what time your audience is actually online, or why a reel flopped. - Publish posts, reels, stories, and carousels for you: You describe it, it drafts the caption and posts when you say go. - Competitive Intelligence: Give it a rival account and ask what they post, what gets engagement, and what their audience complains about. Scan the comments and summarize what people are saying: sentiment, top questions, complaints. Ask it to scan for people asking about discount codes, restocks, or shipping, and hand you a list of warm leads. Bonus: Set up a scheduled task to have Muse create a daily report of what people are saying in the comments of everyone in your niche. Who comments the most, what people keep asking for

Reddit post · Content & creative

Using Muse as an Instagram business sidekick

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@chinami-michaels

@chinami-michaels

A Muse agent skill with one-paste install that files Instagram saved reels into topic collections you define during setup.

Skill · Errands & personal agent

Instagram Saved Reels Sort skill for Muse

gscwizard.com

gscwizard.com

GSC Wizard's Muse connector gives Meta Muse real Google Search Console clicks, impressions, rankings and CTR through its MCP server; setup takes three steps and about three minutes.

pytorch.org

pytorch.org

PyTorch added end-to-end Muse Glimmer support to ExecuTorch; on an M5 Pro, DFlash speculative decoding lifts image+text decode from 21.6 to 33.0 tok/s, and it powers the Pi coding agent locally.

Resource · Local & open models★ Pick

Muse Glimmer on ExecuTorch: DFlash on Macs and NVIDIA GPUs

Alexandr Wang

@alexandr_wang

i find muse spark is very good at data analysis—both finding relevant open-source data and analyzing it. for example, here's my results for analyzing global share of GDP over past century: meta.ai/share/cw54skLB…

X post · Benchmarks & research★ Pick· ♥ 591

Century of global GDP share analysis

@Fangyuan025

@Fangyuan025

Chaty is a private offline desktop app built on Rust and llama.cpp that runs Muse Glimmer and other open models locally with a coding agent, RAG knowledge base, deep research and voice.

GitHub · Local & open models

Chaty on-device AI app

silv

@mattsilv

.@muse is officially the top app in the App Store and Musecases.app is the top musecase app built in the last 12 hours

X post · Apps & websites· ♥ 32

Musecases.app

huggingface.co

huggingface.co

Meta's official Muse-Glimmer-30B repo: ~29.6B dense model with a 1.8B vision encoder, 131K context, Apache 2.0, with vLLM and SGLang serve commands.

Site · Local & open models

Muse Glimmer 30B weights on Hugging Face

motionlabs.agency

motionlabs.agency

Motion Labs covers free access on meta.ai, the paid API, pricing, features and use cases for Muse Spark 1.1.

Resource · Coding & dev tools

How to use Muse Spark 1.1: complete guide

business.ticketmaster.com

business.ticketmaster.com

Ticketmaster launched as a Muse connector that recommends concerts, sports and other live events based on a fan's interests, with purchases completed on Ticketmaster's marketplace.

@hoziertom44-arch

@hoziertom44-arch

A Python bot for Binance USDT-M futures, built with Meta AI's Muse Spark, that trades ETH inversely when BTC and ETH show strong opposite 9/21 EMA trends on 5-minute candles.

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.

X post · Errands & personal agent· ♥ 77

IKEA return handled end to end

@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.

Skill · Coding & dev tools· ★ 3

opencode-muse-code

A

@AIJ0hhnn

@AIJ0hhnn

AI John walks through installing OpenCode, creating an API key and connecting Muse Spark 1.3 on the Contributor Free tier, noting prompts may be used for training.

Video · Coding & dev tools· ♥ 9

Setting up Muse Spark 1.3 free in OpenCode Zen

dev.meta.ai

dev.meta.ai

Meta's developer blog introducing Muse Spark 1.2, co-trained with the new Muse Code terminal harness, with 1M-token context for multi-file refactors and hours-long tasks.

Resource · Coding & dev tools

Meet Muse Spark 1.2 and Muse Code

@Srimi1

@Srimi1

A hybrid harness with a claude-muse launcher that runs Claude Code on Meta Model API Muse Spark models, plus a /talk broker for structured exchanges between Claude Code and Muse Code terminals.

GitHub · Coding & dev tools

Muse Spark in Claude Code with /talk

@jjakemaness

@jjakemaness

TerMuse shows the live terminal and an interactive browser of the machine a Muse agent is working on, side by side, so the user can watch and type or click in the same session.

GitHub · Agents & automation

TerMuse: watch your Muse agent's machine

Your product

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Shown every 12 builds · on every catalog page

@CumulativeWebInc

@CumulativeWebInc

A 60-second recipe and connector brief for connecting Meta Muse to the CWI music catalog as a custom connector, re-verified every 30 days.

Skill · Connectors & MCP

CWI music catalog connector recipe

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