# shipwithmuse

> Independent directory of 1077 real builds on Meta Muse (the Muse personal agent, Muse Spark, the open-weight Muse Glimmer model and Muse connectors). Each entry links its public source ("receipt"). Not affiliated with Meta.

Every build page has a markdown version: append `.md` to its URL (e.g. https://shipwithmuse.live/builds/<slug>.md). Full text of the catalog and articles: https://shipwithmuse.live/llms-full.txt.

## Learn
- [Start Here: Learn Muse in 10 Minutes](https://shipwithmuse.live/guides/start-here): A 10-minute orientation to Meta's Muse family and this catalog: what Muse is, how builds are filed, and which real examples to read first for your role.
- [What Is Muse? Meta's Personal Agent, Spark, Glimmer and Connectors Explained](https://shipwithmuse.live/guides/what-is-muse): Muse is Meta's personal agent plus the Spark and Glimmer models and a connector platform. How the pieces fit, what people use them for, and what Muse is not.
- [What Is Muse Engineering? Designing Work for a Personal Agent](https://shipwithmuse.live/guides/muse-engineering): Muse engineering is this site's name for designing tasks, access and handoffs for a personal agent. Five principles, a worked example and when to use connectors.

## Categories
- [Errands & personal agent](https://shipwithmuse.live/categories/errands-and-personal-agent): 206 builds
- [Coding & dev tools](https://shipwithmuse.live/categories/coding-and-dev-tools): 173 builds
- [Connectors & MCP](https://shipwithmuse.live/categories/connectors-and-mcp): 87 builds
- [Agents & automation](https://shipwithmuse.live/categories/agents-and-automation): 49 builds
- [Apps & websites](https://shipwithmuse.live/categories/apps-and-websites): 39 builds
- [Games & 3D](https://shipwithmuse.live/categories/games-and-3d): 68 builds
- [Local & open models](https://shipwithmuse.live/categories/local-and-open-models): 196 builds
- [Benchmarks & research](https://shipwithmuse.live/categories/benchmarks-and-research): 139 builds
- [Content & creative](https://shipwithmuse.live/categories/content-and-creative): 53 builds
- [Business & commerce](https://shipwithmuse.live/categories/business-and-commerce): 67 builds

## Source types
- [X posts](https://shipwithmuse.live/type/x-post): 462 entries
- [Reddit posts](https://shipwithmuse.live/type/reddit): 124 entries
- [GitHub](https://shipwithmuse.live/type/github): 143 entries
- [Videos](https://shipwithmuse.live/type/video): 61 entries
- [Sites](https://shipwithmuse.live/type/site): 32 entries
- [Skills](https://shipwithmuse.live/type/skill): 110 entries
- [Resources](https://shipwithmuse.live/type/resource): 137 entries
- [Guides](https://shipwithmuse.live/type/guide): 8 entries

## Curator picks
- [Medical bills audited line by line, $4,000 saved](https://shipwithmuse.live/builds/medical-bills-audited-line-by-line-4-000-saved): Holdy logged Muse into his medical provider's portal; it pulled itemized bills, questioned every line, found several double billings and requested discounts, saving him over $4,000.
- [Shop Pay agentic checkout on every Shopify store](https://shipwithmuse.live/builds/shop-pay-agentic-checkout-on-every-shopify-store): Tobi Lutke announced Shopify is partnering deeply with Muse to enable agentic checkout with Shop Pay on all Shopify stores, so people can shop and check out with Muse.
- [Private e-book library app from Google Drive](https://shipwithmuse.live/builds/private-e-book-library-app-from-google-drive): Chiasmus Capital had Muse build a private library for the e-books and articles in their Google Drive, organized by topic into subcategorized shelves, with each book opening like a real book and readable in-app.
- [Plumbing company run by a Muse agent](https://shipwithmuse.live/builds/plumbing-company-run-by-a-muse-agent): Jon ONeill sends one message to his Muse agent at 6am and it updates his job board, texts the customer, briefs his office manager in Slack before 8am and notifies the technician.
- [Muse for Marketing ad and SEO connector](https://shipwithmuse.live/builds/muse-for-marketing-ad-and-seo-connector): Ira Bodnar launched Muse for Marketing (via ryze.ai), connecting Muse to Google Ads, Meta Ads and 12+ ad platforms, SEO tools like GSC, GA4, Semrush and Ahrefs, plus Shopify, WordPress, Webflow, HubSpot and PostHog so it can watch and change campaigns.
- [Socks, groceries, cleaners and dinner in 24 hours](https://shipwithmuse.live/builds/socks-groceries-cleaners-and-dinner-in-24-hours): Nicolas Bustamante reported that in one day Muse bought him socks, ordered Whole Foods groceries, booked a cleaning service and picked a burger for dinner, and had already saved him $200 by canceling unneeded subscriptions.
- [Lowballing 50 Marketplace sellers for a MacBook](https://shipwithmuse.live/builds/lowballing-50-marketplace-sellers-for-a-macbook): señor jingu said Muse lowballed about 50 Facebook Marketplace sellers until it found a brand-new M5 Pro MacBook Pro (48GB/2TB) for $2,500.
- [50 Muse prompts for making and saving money](https://shipwithmuse.live/builds/50-muse-prompts-for-making-and-saving-money): Matt Schlicht posted a thread of 50 prompts for getting started with a Muse, aimed at making money, saving money and improving your life. It drew about 396K views and 8.8K bookmarks.
- [Official full tour of the Muse personal agent](https://shipwithmuse.live/builds/official-full-tour-of-the-muse-personal-agent): Alex Cornell walks through how his Muse buys movie tickets, plans family weekends and helps his chess game, covering the chat tab, feed, proactive ideas, goal tracking and library.
- [Personal fashion app built by Muse](https://shipwithmuse.live/builds/personal-fashion-app-built-by-muse): Shriya Nevatia prompted Muse into a custom fashion app that knows her measurements, top 20 stores and budgets, picks a hero piece from the catalog and builds full looks around it, with a saved loves list.
- [Muse in iMessage via BlueBubbles](https://shipwithmuse.live/builds/muse-in-imessage-via-bluebubbles): Built bluebubbles-muse, which wakes a Muse agent on new iMessages from allowlisted senders and group chats and replies through a Mac; Muse told his wife when he moved their dinner by 30 minutes.
- [Muse drives a rover with a custom connector](https://shipwithmuse.live/builds/muse-drives-a-rover-with-a-custom-connector): Raj had Muse write a connector for his rover robot's API; it installed PyTorch and Depth Anything V2 in its VM to get depth from the 2D camera, then drove to a black ball and stopped a few inches short.
- [Muse cut $800+ a year off Peter Yang's bills](https://shipwithmuse.live/builds/muse-cut-800-a-year-off-peter-yangs-bills): Peter Yang shows 10 real Muse use cases, including having the agent call customer service to lower his cable and phone bills by over $800 a year.
- [Verizon bill cut from $516 to $386](https://shipwithmuse.live/builds/verizon-bill-cut-from-516-to-386): William Geronco had Muse open a live chat with Verizon support and went to bed; it brought his monthly bill from $516 to $386.
- [Plaid-connected Muse catches mystery Adobe charge](https://shipwithmuse.live/builds/plaid-connected-muse-catches-mystery-adobe-charge): Trace Cohen connected Muse to his Chase account through Plaid; it flagged a recurring Adobe charge he didn't recognize, which he then traced with Adobe's payment lookup.
- [Blood-glucose digest from Apple Health, Plaid and email](https://shipwithmuse.live/builds/blood-glucose-digest-from-apple-health-plaid-and-email): Avidan's Muse watches blood glucose via Apple Health, restaurant spending via Plaid and DoorDash orders via email, then sends a morning digest linking meals to glucose.
- [$2,120.95 recovered by one Muse](https://shipwithmuse.live/builds/2-120-95-recovered-by-one-muse): Armand Ruiz itemized $2,120.95 his Muse recovered, including $300/yr off AT&T, Amazon and IKEA returns and a $516 vet claim for his dog.
- [Todo-app sync built without an official API](https://shipwithmuse.live/builds/todo-app-sync-built-without-an-official-api): Zach Holman told Muse to build an integration for his todo app, which lacks an official API; a minute or two later he had ongoing todo sync across his Apple devices.
- [Medication management on autopilot](https://shipwithmuse.live/builds/medication-management-on-autopilot): Healthcare AI founder Sina uses Muse to manage medications: it found a cheaper source, texted One Medical to route the Rx, ordered it, and now reorders before she runs out.
- [146 flight searches for the cheapest Europe trip](https://shipwithmuse.live/builds/146-flight-searches-for-the-cheapest-europe-trip): Deep Mehta had Muse run 146 cash and award flight searches from SFO to 11 Spanish cities and back from 10 Italian cities across 7 dates to find the lowest round trip.
- [United price-drop credit worth $1,026](https://shipwithmuse.live/builds/united-price-drop-credit-worth-1-026): Yair Savlevi's Muse had been tracking a booked United flight; on a price drop it logged into his United account, chatted with support and got $1,000 in credit.
- [$3,500/yr auto insurance switch](https://shipwithmuse.live/builds/3-500-yr-auto-insurance-switch): Joe Devoy uploaded his auto policy to Muse and asked for a better rate with identical coverage; in about five minutes it found a policy saving $3,500 a year, bought it and cancelled the old one.
- [Meta's OpenCode token share hits 45%](https://shipwithmuse.live/builds/metas-opencode-token-share-hits-45): Tom Collins charted Meta's token share on OpenCode rising from 3.5% to 45.4% in just over two weeks, which he credited to Muse Spark 1.3 being good and free.
- [Tinder for Instagram unfollows](https://shipwithmuse.live/builds/tinder-for-instagram-unfollows): Brett Goldstein's first Muse build was a swipe-style 'Tinder for unfollowing people on Instagram', made in two minutes using the native Instagram integration.
- [Voice chess on a projector with Muse Spark](https://shipwithmuse.live/builds/voice-chess-on-a-projector-with-muse-spark): kwindla built a weekend setup to play chess by voice on a projected board, with Muse Spark on a DGX Spark making the calls into Stockfish and Maia, and Muse Spark writing the code.

## Articles
- [What People Actually Build With Muse](https://shipwithmuse.live/blog/muse-use-cases): Real Muse use cases from our catalog: bill negotiations, receipt audits, custom connectors, local Glimmer agents and Spark-built games, with sources.
- [Muse vs ChatGPT's Agent: Which One Should Run Your Errands?](https://shipwithmuse.live/blog/muse-vs-chatgpt-agent): Muse vs ChatGPT agent compared on how each runs tasks, payments, pricing, availability and safety, with real builds from people using Muse today.
- [Muse vs Claude: Personal Agent and Coding Agent Compared](https://shipwithmuse.live/blog/muse-vs-claude): Muse vs Claude compared twice: the Muse personal agent against Claude's desktop agent, and Muse Code on Spark against Claude Code, with prices and data.
- [How to Get Started With Muse: A Practical Setup Guide](https://shipwithmuse.live/blog/how-to-get-started-with-muse): How to get started with Muse: install, name your agent, connect apps, turn on WhatsApp, set goals and approvals, then try first tasks real users ran.
- [Muse Pricing: Plans, Tiers and What Real Builds Cost](https://shipwithmuse.live/blog/muse-pricing): Muse pricing explained: Free, Power ($20) and Max ($100) agent plans, Muse Code at $5–$50, Spark API rates, and what builders report their projects cost.
- [Muse Spark for Developers: API, Muse Code and the Tooling Around It](https://shipwithmuse.live/blog/muse-spark-for-developers): Muse Spark for developers: calling the Meta Model API, installing Muse Code, choosing standard vs contributor tiers, and the editor tools builders made.
- [How to Run Muse Glimmer Locally: Ollama, LM Studio, llama.cpp and vLLM](https://shipwithmuse.live/blog/muse-glimmer-local-setup): Run Muse Glimmer 30B locally: hardware you need, Ollama, LM Studio, llama.cpp and vLLM setup, sampling settings, DFlash and wiring it into coding agents.
- [How Muse Connectors Work, and How to Build One](https://shipwithmuse.live/blog/muse-connectors-guide): How Muse connectors work: directory vs custom connectors, credential handling, the muse.ai/platform review process, and patterns builders use to ship one.
- [What Is the Muse Secure VM, and Why Does It Matter?](https://shipwithmuse.live/blog/muse-secure-vm): The Muse Secure VM explained: the per-user cloud computer Muse runs in, how Sentinel gates egress, credential surrogation, and what users found inside it.
- [Muse for Mac: What It Can Do, Permissions and Risks](https://shipwithmuse.live/blog/muse-for-mac): Muse for Mac explained: what the free Mac app can access, the Off / Read only / Read and interact controls, computer use, and the zero-day to know about.
- [Using Muse Inside WhatsApp: Setup, What Works and Limits](https://shipwithmuse.live/blog/muse-whatsapp): How to use Muse inside WhatsApp: linking your agent, what you can ask it to do from a chat, how approvals work there, privacy notes and current limits.
- [How Muse Pays for Things: Stripe Link, Virtual Cards and Spending Safety](https://shipwithmuse.live/blog/muse-payments-stripe-link): How Meta's Muse agent pays: Stripe Link's agent wallet, single-use virtual cards, Shop Pay and PayPal, chat approvals, the Amazon block and safe spending tips.
- [Browser agents with Muse: what people actually automate](https://shipwithmuse.live/blog/muse-browser-agents): How Meta's Muse drives a real browser in its Secure VM, what people use it for (bills, listings, refunds), and where it breaks, with catalog examples.
- [Muse Spark as a coding agent: Muse Code, editors and harnesses](https://shipwithmuse.live/blog/muse-spark-coding-agent): How developers use Muse Spark 1.3 for coding: Muse Code plans and install, editor bridges, cheap-worker setups, and what independent tests found.
- [Games people built with Muse Spark and Muse Glimmer](https://shipwithmuse.live/blog/muse-games): Real games made with Meta's Muse models: Three.js platformers, a voxel world, a Quest 3 minigolf port, self-playing classics and LLM game benchmarks.
- [Muse for trading and markets: what exists, and what doesn't](https://shipwithmuse.live/blog/muse-trading-bots): An honest look at Muse for trading: one Binance bot, a Nansen connector, Plaid for portfolios, and no public evidence of profitable Muse trading agents.
- [Muse on devices and robots: edge boards, butlers and glasses](https://shipwithmuse.live/blog/muse-robotics-devices): Muse on hardware: Glimmer 30B on a Qualcomm board and Jetson, a StackChan robot butler on Spark 1.3, Home Assistant dashboards, and Meta's glasses and Charm.
- [Muse for founders: where it helps a small company today](https://shipwithmuse.live/blog/muse-for-founders): How founders can use Meta's Muse agent, Spark API and connector platform: back-office chores, cheap coding, a directory listing, with costs and caveats.
- [Muse for developers: API, Muse Code, Glimmer and connectors](https://shipwithmuse.live/blog/muse-for-developers): A developer map of Meta's Muse stack: the OpenAI-compatible Model API, Muse Code, open-weights Glimmer and the connector platform, with prices and real builds.
- [Muse for marketers: content, social and reporting workflows](https://shipwithmuse.live/blog/muse-for-marketers): How marketers use Meta's Muse: Instagram content studios, scheduled posts via Postiz, daily podcasts, analytics edits and site builds, with limits noted.
- [Muse for ecommerce: agentic checkout, partners and the Amazon block](https://shipwithmuse.live/blog/muse-for-ecommerce): What Meta's Muse means for online stores: Stripe Link, Shop Pay and PayPal checkout, retail connectors, Amazon's block, and how merchants are getting listed.
- [Support triage with Muse: what's real and what to build](https://shipwithmuse.live/blog/muse-customer-support): Using Meta's Muse for support triage: no helpdesk deployments reported yet, but agents now contact your support, and Spark and Glimmer can power triage.
- [Research and data workflows with Muse](https://shipwithmuse.live/blog/muse-research-workflows): How people use Muse for research and data: GDP analysis, parallel subagents, archive censuses, document merges, local contract extraction and health records.
- [Email and inbox triage with Muse](https://shipwithmuse.live/blog/muse-email-triage): How to use Meta's Muse for inbox triage: Gmail and Outlook connectors, Mac Mail permissions, receipt audits, its coming @muse.ai address, and known limits.
- [What Muse can't do: limitations to read before you build](https://shipwithmuse.live/blog/muse-limitations): Muse is US-only, 18+, quota-limited in tokens, blocked by Amazon and still prone to mistakes. Here are the limits builders keep hitting, with sources.
- [Alternatives to Muse: other agents, open-source clones and developer options](https://shipwithmuse.live/blog/muse-alternatives): Muse's closest alternatives are Instinct and ChatGPT agent mode, plus open-source clones like OpenMuse and nanoMuse. What each is for, and who it suits.
- [Muse review: what builders actually report after the first weeks](https://shipwithmuse.live/blog/muse-review): An honest Muse review from real reports: bill cuts, refunds and booked tickets on one side; blocked checkouts, stalled verifications and privacy worries.
- [Muse security and privacy: how it's built and where the risks are](https://shipwithmuse.live/blog/muse-security-privacy): How Muse isolates your data in a per-user VM, gates actions with Sentinel and hides credentials, plus the open risks: prompt injection and a Mac zero-day.
- [Muse in production: lessons from people running it for real work](https://shipwithmuse.live/blog/muse-in-production): Lessons from people running Muse, Muse Code and Glimmer for real work: set spending ceilings, make long jobs resumable, verify diffs, sandbox, and pilot first.
- [The Muse launch timeline: Spark, Glimmer, Muse, Mac and connectors, with dates](https://shipwithmuse.live/blog/muse-launch-timeline): Every Muse launch date in order: Muse Spark (Apr 8), the Meta Model API, Muse Code, Glimmer (Aug 10), the Muse agent (Sep 8), Mac, connectors and Connect 2026.
- [Muse Glimmer vs Llama, Qwen and Gemma: how Meta's open model compares](https://shipwithmuse.live/blog/muse-glimmer-vs-open-models): Muse Glimmer 30B leads Qwen3.6-27B and Gemma4-31B on Meta's agentic benchmarks, but community tests are mixed. Specs, licenses, hardware and where each wins.
- [Muse Spark benchmarks: Meta's numbers vs independent tests](https://shipwithmuse.live/blog/muse-spark-benchmarks): Meta says Muse Spark 1.3 scores 75.4 on DeepSWE and uses 25% fewer tokens. Independent tests found a 12% cost increase, a #6 index rank and mixed results.
- [How to reduce agent costs with Muse: tiers, caching, routing and local models](https://shipwithmuse.live/blog/reduce-agent-costs): Cut agent spend with Muse: pick the right API tier, cache prompts, route bulk work to cheap Spark workers or local Glimmer, and measure cost per finished task.
- [How to evaluate a Muse agent build: a practical testing guide](https://shipwithmuse.live/blog/agent-evals): Test a Muse agent with 20–30 real tasks, stubbed tools, pass/fail checks, repeated runs and cost per pass, using methods builders used on Spark and Glimmer.
- [Guardrails for personal agents that can spend money](https://shipwithmuse.live/blog/agent-guardrails): How to let Muse or any personal agent spend money safely: hard ceilings, approvals, single-use cards, read-only connectors, scoped credentials and audit logs.
- [Prompt injection risk for agents that browse and buy](https://shipwithmuse.live/blog/prompt-injection-agents): How prompt injection threatens agents like Muse that browse the web and spend money, what Meta's layered defenses cover, and steps that cut your exposure.
- [The Muse Glossary: Every Term This Site Uses, Defined](https://shipwithmuse.live/blog/muse-glossary): Plain definitions for every Muse term on shipwithmuse: Spark, Glimmer, connectors, Sentinel, contributor models, DFlash, Muse tokens and more, with sources.
- [Why Agents Became Personal (And What Gets Built Because of It)](https://shipwithmuse.live/blog/why-agents-became-personal): Agents became personal once each user got a computer, a credential vault and a wallet. What Muse's design changed, and what builders made with it.
- [MCP Servers vs Muse Connectors: What's the Difference?](https://shipwithmuse.live/blog/mcp-vs-muse-connectors): MCP is an open tool protocol; a Muse connector is how the Muse agent reaches a service. How they overlap, where MCP fits in Muse, and what builders ship.
- [Muse Automation Recipes: 12 Workflows People Actually Run](https://shipwithmuse.live/blog/muse-automation-recipes): Twelve Muse agent workflows copied from real builds: receipt audits, DM screening, daily podcasts, bill haggling, school feeds, with the connectors each needs.
- [Muse for Students: What It Costs, What It's Good For, What to Avoid](https://shipwithmuse.live/blog/muse-for-students): How students can use Meta's Muse, Muse Code and open Glimmer model cheaply: free tiers, a $5 coding plan, free GPUs for fine-tuning, and the privacy catches.
- [Muse for Small Business: Back-Office Jobs, Connectors and Costs](https://shipwithmuse.live/blog/muse-for-small-business): How small businesses use Meta's Muse agent: salon back office, HVAC booking connectors, payee-change checks, social scheduling and bill cuts, plus plan costs.
- [Muse Spark Structured Outputs and Tool Calling: What the Docs Say](https://shipwithmuse.live/blog/muse-spark-structured-outputs): How JSON schema output and function calling work on the Meta Model API for Muse Spark: parameters, strict mode, limits, parallel calls and tool search.
- [How to Fine-Tune Muse Glimmer: Unsloth, VRAM and Settings](https://shipwithmuse.live/blog/fine-tune-muse-glimmer): Fine-tune Muse Glimmer 30B with Unsloth: QLoRA on a 24GB card, free Kaggle notebooks, GRPO in 4.10 GiB, recommended LoRA settings and export to GGUF.
- [Running Muse Glimmer on a Consumer GPU: What Builders Report](https://shipwithmuse.live/blog/run-glimmer-on-consumer-gpu): Muse Glimmer 30B on RTX 5090, 4090, 3090, 12GB and 8GB cards, Macs and DGX Spark: quant sizes, context, tok/s and DFlash results reported by builders.
- [Muse Community Roundup: What the First 228 Builds Show](https://shipwithmuse.live/blog/muse-community-roundup): We counted all 228 builds in the catalog by category, type, product and week. Glimmer leads, connectors surged after Sep 18, and money errands stand out.
- [Real Errands People Gave the Muse Agent, and How They Turned Out](https://shipwithmuse.live/blog/muse-agent-errands): Real errands people gave Meta's Muse agent: bill negotiations, phone calls, flight credits and bookings, with reported outcomes and the ones that failed.
- [The Muse Developer Platform: APIs, Muse Code, Glimmer and Connectors](https://shipwithmuse.live/blog/muse-developer-platform): What developers can build on Muse today: the Meta Model API, Muse Code, open Glimmer weights and the reviewed connector directory, with prices, limits and gaps.

## Key pages
- [Submit a build](https://shipwithmuse.live/submit)
- [Sponsors](https://shipwithmuse.live/sponsors)
- [RSS feed](https://shipwithmuse.live/feed.xml)
- [Sitemap](https://shipwithmuse.live/sitemap.xml)