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.
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.
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
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
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
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.
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.
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.
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
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.
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?
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.
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.
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 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
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
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
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 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.
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…
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.
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.
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.
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.
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.
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.
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.
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.
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.