Alternatives to Muse
Compare Muse alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Muse in 2026. Compare features, ratings, user reviews, pricing, and more from Muse competitors and alternatives in order to make an informed decision for your business.
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1
Perplexity Computer
Perplexity AI
Perplexity Computer is an AI-powered super agent designed to autonomously complete complex digital tasks from start to finish. Users simply describe the outcome they want, and the system breaks the request into structured subtasks executed by specialized AI models. It can build websites, generate reports, compile datasets, and create multimedia content with minimal manual input. The platform dynamically selects the most suitable AI models for each component of a project, optimizing for research, images, video, or quick searches. Designed for extended autonomous operation, it can run workflows for hours or longer without interruption. By abstracting away technical complexity, it transforms high-level intent into fully executed results. Perplexity Computer streamlines advanced AI capabilities into a single, outcome-focused interface.Starting Price: $17/month -
2
Muse Spark Open
Meta
Muse Spark Open is an open-weight, natively multimodal language model for developers and organizations building AI applications, coding systems, and agentic workflows. The released model has 816 billion total parameters, 42 billion active parameters, and a 1-million-token context window. Teams can download the model weights, run inference through supported engines such as vLLM, SGLang, TensorRT-LLM, Hugging Face Transformers, Apple MLX, llama.cpp, or Unsloth, and customize the model using PyTorch. It supports long-context reasoning, software engineering, coding, tool use, and multimodal inputs. Deployment options include cloud inference through listed API providers or self-hosting on compatible GPU systems; Meta documents a desktop setup using two Apple M5 Ultra Mac Studio computers. The model is released under the Muse Model License with limited commercial terms.Starting Price: $0 -
3
Muse Wonder
Meta
Muse Wonder is a frontier artificial intelligence model developed by Meta for personal assistance, professional workflows, software development, and autonomous agent tasks. The model combines Active Memory, which retrieves relevant information from previous conversations, with Active Focus, which supports sustained execution of complex, multistep assignments. Muse Wonder can assist with research, document analysis, financial and legal information, software engineering, and business process automation. Its agentic capabilities enable it to work across applications, use contextual information, adapt to obstacles, and request clarification or approval when necessary. The model supports coding activities ranging from small application development to complex software projects involving repeated testing and revision. Muse Wonder is available through the Meta Model API and Muse Code, with additional integration into Meta's Muse assistant planned for future releases.Starting Price: $4 per 1M tokens (input) -
4
OpenAI Codex
OpenAI
Codex is an AI-powered coding agent from OpenAI designed to help developers build, manage, and ship software more efficiently across the entire development lifecycle. It acts as an intelligent pair programmer that can understand codebases, generate features, and deliver production-ready pull requests. Codex can safely execute commands in sandboxed environments while assisting with debugging, refactoring, and testing. A key advancement is its computer use capability, allowing it to operate your computer by seeing, clicking, and typing across applications. This enables Codex to interact with tools that don’t have APIs, making it useful for tasks like frontend testing and app navigation. The platform also includes an in-app browser and integrations with various developer tools for a more unified workflow. Codex supports automation by handling ongoing tasks such as monitoring, issue triage, and follow-ups.Starting Price: $20/month -
5
OpenAI Dots
OpenAI
OpenAI Dots are always-on AI agents designed to take ownership of ongoing projects and proactively move work forward between conversations. Powered by GPT-6 Astra, each dot can start with context from a user's ChatGPT memory and use Codex, connected applications, and its own cloud computer to complete tasks. Users can assign a dot a responsibility, specify what it should focus on, and determine which applications and information it can access. Dots can identify next steps, monitor changing information, perform work, and bring completed materials or important decisions back to the user for review. They can support workflows such as financial analysis, presentations, sales evaluations, software development, API migrations, content creation, and project monitoring. Users remain in control through configurable permissions, Custom Rules, approval requirements, action reviews, and the ability to redirect or pause a dot at any time.Starting Price: $20/month -
6
Hermes Agent
Nous Research
Hermes Agent by Nous Research is an open-source autonomous AI agent designed to run locally on your server and improve over time. It operates independently from traditional chatbots by maintaining persistent memory and learning from past interactions. The agent can integrate with multiple platforms such as Slack, Discord, Telegram, and WhatsApp through a unified gateway. Hermes supports automation tasks like scheduling reports, managing workflows, and executing commands using natural language. It also enables parallel task execution through subagents, improving efficiency for complex operations. With built-in tools for web browsing, search, and code execution, it provides a versatile environment for various tasks. Overall, Hermes Agent acts as a continuously evolving AI system that adapts to user needs and workflows.Starting Price: $20/month -
7
Grok Bot
SpaceXSI
Grok Bot is an AI teammate platform from xAI that lets users delegate real work to bots across apps, websites, routines, and workflows. Bots can sign in to tools, use them like a person would, keep context over time, and return with finished work or requests for approval. Users can create multiple bots for jobs such as sales outbound, talent scouting, expense management, inbox management, account health, product performance, bug reproduction, and chief-of-staff workflows. Grok Bot can learn workflows by watching a user complete a task once, then save that process as a routine for future execution. Bots can work in parallel, collaborate in shared threads, pass work between one another, and run scheduled routines. Built for teams and individuals that want AI agents to execute tasks instead of only answering questions, Grok Bot helps automate work while keeping users involved when approvals are needed.Starting Price: $20/month -
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Instinct
Instinct
Instinct is a personal assistant that understands what you are working on and what is important to you, then connects directly to the applications and devices that contain the context of your everyday life. It can work across email, messaging, your screen, audio, location, and other sources rather than requiring you to move everything into a new interface. The interaction model is deliberately simple: there are no new interfaces to learn. Instinct is trained to use a phone and a computer in the same way people do, and users can reach it by text or by calling it. Its core model is trained to understand and handle the deeply personal nuances of everyday life, allowing it to move beyond answering isolated prompts and instead act on ongoing responsibilities and unfinished threads. It can follow up on conversations you have dropped, proactively call or text you when something needs attention, arrange transportation to the airport, and book a handyman for your apartment.Starting Price: Free -
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Muse Code
Meta
Muse Code is Meta’s terminal coding agent, powered by Muse Spark 1.2, for handling complex software engineering tasks across large repositories. The agent can plan changes, write code, validate results, and coordinate multiple persistent subagents during development sessions. Muse Code uses async background agents that stay active throughout a session to reduce repeated information gathering and help complete multi-step tasks with less steering. Its runtime uses a local event log that records model calls, tool runs, approvals, and edits so sessions can be replayed and resumed after failures. Muse Code includes bundled skills such as /plan for approval-gated planning, /grill for stress-testing plans, and /goal for working toward completion. Built for AI developers and software teams, Muse Code helps automate coding workflows, long-running engineering tasks, debugging, and repository-level development.Starting Price: $1.25 per 1M tokens (input) -
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Muse Spark 1.1
Meta
Muse Spark 1.1 is a multimodal reasoning model from Meta Superintelligence Labs built for agentic tasks, coding, computer use, tool use, and multimodal understanding. The model improves on the original Muse Spark with stronger performance in planning, orchestration, long-context work, coding workflows, and external app interactions. Muse Spark 1.1 can manage a 1 million token context window, remember earlier actions, retrieve important information, compact context, and delegate tasks across parallel subagents. It is designed to operate across tools, MCP servers, custom skills, browsers, native apps, scripts, images, video, PDFs, and audio-based workflows. Developers can access Muse Spark 1.1 through the new Meta Model API public preview, while users can try it in Thinking mode in the Meta AI app and on meta.ai.Starting Price: $1.25 per 1M tokens (input) -
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Muse Spark 1.2
Meta
Muse Spark 1.2 is Meta’s coding-focused model update designed to power Muse Code and improve software engineering workflows. The model is built for code generation, complex debugging, codebase understanding, long-horizon development tasks, and end-to-end developer workflows. Muse Spark 1.2 was co-trained with Muse Code to improve performance inside the terminal coding agent environment. It supports planning, goal conditioning, context compaction, subagent coordination, and iterative coding workflows across large repositories. The model was trained with expanded coding compute, diverse development environments, self-improvement loops, and long-running engineering tasks. Built for AI developers and software teams, Muse Spark 1.2 helps agents plan, write, validate, debug, and optimize code with greater autonomy.Starting Price: $1.25 per 1M tokens (input) -
12
Muse Video
Meta
Muse Video is Meta’s upcoming video generation model from Meta Superintelligence Labs, previewed alongside the launch of Muse Image. The model is built on the same pretraining foundation as Muse Image and is designed to generate high-fidelity videos with native audio support. Muse Video focuses on prompt adherence, visual realism, temporal consistency, and the ability to create short scenes with clear motion, continuity, and audio context. It can generate a wide range of video styles, including cinematic footage, UGC-style ads, animal scenes, product commercials, handheld point-of-view clips, and realistic moments with sound effects, voices, and music. Meta is continuing to improve areas such as audio-video synchronization and physically accurate fast motion before broader release. Coming soon to creators and Meta AI, Muse Video is positioned as a powerful tool for generating dynamic media across Meta’s creative ecosystem. -
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OpenClaw
Molty
OpenClaw is an open source autonomous personal AI assistant agent you run on your own computer, server, or VPS that goes beyond just generating text by actually performing real tasks you tell it to do in natural language through familiar chat platforms like WhatsApp, Telegram, Discord, Slack, and others. It connects to external large language models and services while prioritizing local-first execution and data control on your infrastructure so the agent can clear your inbox, send emails, manage your calendar, check you in for flights, interact with files, run scripts, and automate everyday workflows without needing predefined triggers or cloud-hosted assistants; it maintains persistent memory (remembering context across sessions) and can run continuously to proactively coordinate tasks and reminders. It supports integrations with messaging apps and community-built “skills,” letting users extend its capabilities and route different agents or tools through isolated workspaces.Starting Price: Free -
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Limova
Limova
Limova is a cloud-based AI agent platform for businesses that automates recurring work across marketing, sales, customer service, administration, and operations. Users can delegate work to specialized agents for social media content, search-optimized articles, prospect research, customer questions, and telephone reception. It connects to business tools such as email, calendars, messaging, CRM, cloud storage, and social networks, so agents can prepare or perform actions in connected workflows. A central assistant can coordinate specialist agents, while users set instructions, provide business context, manage permissions, and review activity. The service is designed for entrepreneurs, freelancers, startups, small and midsize businesses, and larger organizations seeking to reduce manual work without coding. -
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Muse for Small Business is a collection of AI agent capabilities from Meta designed to help small business owners automate work and make progress on ongoing business goals. Built around the Muse personal AI agent, it can take responsibility for tasks and projects, continue working in the background, and turn longer-term objectives into actionable plans. Muse can assist with activities such as creating client pitches, building product pages, planning content, drafting communications, managing inventory, and monitoring cash flow. The agent connects with business applications including Shopify, QuickBooks, Stripe, Slack, Asana, Canva, Notion, Klaviyo, Dropbox, Figma, Zoom, and other supported tools. It can also connect with Facebook, Instagram, and Meta ads to learn about the business, understand its voice, identify what is working, and help improve advertising and content.Starting Price: Free
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Symphony by Wix
Wix
Symphony by Wix is a cloud-based AI agent platform for independent business owners and small businesses that want help coordinating recurring work. Its central agent, Maestro, learns about a business and delegates tasks to specialized agents that can support outreach, marketing, scheduling, research, finance, and content creation. Users connect tools such as calendars, email, productivity apps, Slack, and Salesforce, then review agent activity in a shared workspace with task status, business summaries, and metrics. Teams can create custom agents, approve or edit important actions, and manage work through a conversational interface. Symphony is available as a web experience and mobile app, with free and paid subscription plans.Starting Price: $16/month -
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Manus AI
Manus AI
Manus is a versatile general AI agent that bridges the gap between thought and action, seamlessly executing tasks in both professional and personal contexts. From data analysis and travel planning to educational material creation and stock insights, Manus helps users get things done while they focus on other priorities. With its ability to perform complex research, design interactive presentations, and analyze market trends, Manus is designed to improve productivity and efficiency. It also generates clear, actionable insights, making it an essential tool for professionals and individuals seeking to simplify their workflows and gain deeper insights. Manus Desktop with the “My Computer” capability enables an AI agent to operate directly on a user’s local machine rather than being confined to the cloud. It interacts with files, applications, and development environments through command line execution, allowing seamless control over local workflows.Starting Price: $20/month -
18
Tab
Tab
Tab is a text-based AI assistant for people who want to delegate everyday tasks. Users send requests and files through Messages or WhatsApp, and Tab can use a browser and connected accounts to carry out multi-step jobs. It can research and book travel, call businesses, create or transform documents and media, and help with purchases after the user approves the payment. The assistant reports progress and returns results in the same conversation, remembers context across tasks, and handles reminders and follow-ups. It accepts text, photos, screenshots, PDFs, and videos; group chats can have their own Tab with private details kept outside the group. Account access uses a verified mobile number. Tab is presented as a private beta with a sign-up waitlist. -
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Spinnable
Spinnable
Spinnable provides autonomous AI employees that handle recurring business work inside the tools teams already use and operate on their own 24/7. Each AI worker is built around a specific role or process and can run on a schedule or be triggered by an event, with no technical setup required. Available workers cover functions such as product management, executive assistance, financial analysis, research, real estate operations, sales, customer support, and operations. They can research prospects, follow up with leads, prepare PRDs and tickets, manage calendars and inboxes, analyze financial models, monitor markets, publish content, collect invoices, resolve routine support requests, and deliver recurring reports. Workers connect to more than 50 tools, including Gmail, HubSpot, Notion, Google Sheets, Google Calendar, Stripe, Outlook, Salesforce, Intercom, GitHub, Jira, Zendesk, and Asana, and can read, update, and act across the stack like a teammate.Starting Price: $50 per month -
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Workers by Delos
Delos
AI Workers are autonomous agents built for your business; specialized AI workers that act like real coworkers, not chatbots you prompt. They come with their own professional profile, email, phone number, Slack and Teams presence, initiative, and the ability to work 24/7 without waiting to be asked. Instead of telling them exactly how to complete every step, you set the goal, and they build the workflow, whether that means daily reports, weekly follow-ups, CRM updates, client communication, research, content, finance tasks, HR coordination, design work, development support, or other recurring business operations. It includes specialized AI Workers across marketing, development, design, HR, finance, and other business functions, with each worker designed around a clear role and practical use cases. AI Workers can connect to more than 3,000 tools, including Slack, Microsoft Teams, Gmail, Notion, HubSpot, Salesforce, and other business apps.Starting Price: $30 per month -
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Backdrop
Backdrop
Backdrop is an AI-powered collaboration platform that lets businesses build the AI team their work needs by creating AI coworkers for any workflow. Users can give each coworker the tools, context, and instructions needed to research, create, coordinate, follow up, and get work done from start to finish. It supports research and analysis of markets, competitors, customers, leads, and internal data, turning information into summaries, reports, and recommendations. AI coworkers can create marketing campaigns, content, outreach, client updates, and follow-ups, as well as build dashboards, automate recurring workflows, monitor issues, test releases, and create integrations. With over 1,000 supported integrations, granular access controls, and the ability to create and update work inside connected tools, Backdrop brings business processes together. Its shared memory preserves what teams learn, decide, and do across people, agents, and projects, reducing repeated context.Starting Price: $100 per month -
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Aidan by Sable
Sable
Aidan is a platform for creating AI employees that can run live customer calls at scale using real-time browser use and computer vision. Aidan combines a continuously updated context graph of a company’s product and customer communication best practices with the ability to operate software directly during conversations. Real-time computer use lets Aidan drive the product itself to demonstrate workflows instead of only describing them, while its vision system guides customers at the pixel level through the product experience. Companies can teach Aidan by providing recordings of their best sales calls, interviews with internal experts, and marketing materials, then customize its appearance, tone, and behavior to match the brand. Aidan can begin leading product demos and qualification without integrations and become a deeper expert over time as each customer interaction expands its context graph. -
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Construct Computer
Construct Computer
Construct Computer is a cloud-based AI agent workspace for solo founders and small teams. Users assign work through a browser-based desktop or chat-first web interface. Agents can search the web, browse interactive sites, run code in a sandbox terminal, manage files, create documents, and use connected apps. The workspace includes persistent files and memory, an agent email inbox, a calendar, reusable workflows, activity records, and shared team resources. Users can inspect or correct memory and review or interrupt agent work. Construct Computer connects with Slack, Telegram, Discord, and services in its Composio integration catalog; workspaces can also use custom MCP servers and private apps. Agents can delegate bounded subtasks and run scheduled jobs in the cloud. Plans set limits for agents, task steps, scheduled work, parallel jobs, command runtime, and storage. A mobile web interface is available in a phone browser; the vendor says it is not an App Store app.Starting Price: $9/month -
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Claude Cowork
Anthropic
Claude Cowork is an autonomous AI workspace by Anthropic that helps knowledge workers complete complex, multi-step tasks directly from their desktop environment. Designed to go beyond traditional chat-based assistants, Claude Cowork can work across local files, folders, and applications to organize information, analyze documents, conduct research, and generate finished deliverables with minimal supervision. Instead of requiring users to break work into multiple prompts, it accepts a goal and independently performs the necessary steps to achieve the desired outcome. By combining advanced AI reasoning with access to desktop resources, Claude Cowork enables individuals and teams to automate repetitive, time-consuming workflows and focus on higher-value work.Starting Price: $20/month -
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CellCog
CellCog AI
CellCog is an AI employee platform: hire AI employees for any role - they form teams, onboard and manage each other. Each employee has a real identity, its own email inbox, task board, dashboards, persistent memory, and works in shifts under owner-set permissions. Underneath is the CellCog super-agent - #1 on DeepResearch Bench (July 2026) - producing research, code, dashboards, PDFs, video, images, and spreadsheets. Beyond employees: interactive chat modes, Cowork desktop access, a Chrome extension for browser tasks, 1,000+ tool connectors, and a Python SDK. Get started with 200 free credits at signup (no card required); a full-time AI employee typically runs $500-1,000/month, usage-based at roughly $25 per shift. Built for SMBs and solo founders replacing $5,000+/month specialist work.Starting Price: $8/mo + usage (~$25/shift) -
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ChatGPT Work
OpenAI
ChatGPT Work is an agent in ChatGPT that helps users take on more ambitious tasks by taking action across apps and files, staying with a project for hours if needed, and turning a goal into finished work. It can gather information across apps and workflows to create finished materials like sheets, slides, docs, and web apps, breaking complex projects into smaller steps and completing them independently while the user follows progress, answers questions, changes direction, and approves important actions. With Codex technology built in and powered by GPT-5.6, ChatGPT Work moves beyond answering questions to getting real work done across web, mobile, and desktop. Users can ask it to analyze a month-end budget variance, turn source materials into a marketing campaign brief, prepare for a sales meeting, or carry context through an entire workflow from customer research to campaign assets and market adaptations.Starting Price: $20/month -
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Feather
Paper Instruments
Feather is a desktop AI agent for professional knowledge work that works in folders on a Mac or in connected SharePoint and Google Drive folders. Users give it tasks in natural language, and it reads and edits files in place, creating or updating work products such as Word documents, Excel workbooks, and PowerPoint presentations. Each request runs in its own workstream, and users can review the files Feather changes. Feather supports workflows in litigation and investigations, intellectual property, tax, consulting, and business operations. It is available for Macs with Apple silicon; a Windows version is coming soon. -
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Gemini Spark
Google
Gemini Spark is a cloud-based personal AI agent from Google designed to help users automate tasks, manage workflows, and handle digital activities across Google Workspace applications. Powered by Gemini 3.5 and the Antigravity harness, the platform transforms Gemini from a conversational assistant into an active AI partner capable of performing work on a user’s behalf under their direction. Gemini Spark integrates deeply with tools such as Gmail, Docs, Slides, and connected applications to automate recurring tasks, monitor updates, summarize information, and generate organized outputs. The platform can continuously operate in the background even when devices are offline or closed, enabling persistent workflow automation and ongoing task management. Gemini Spark also supports custom triggers, skill training, workflow creation, and future integrations with platforms such as Canva, OpenTable, and Instacart through MCP connections. Designed with user control and security in mind. -
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Hermes Business
Nous Research
Hermes Business is a hosted team workspace for using Nous Research’s Hermes AI agent. It gives organizations centrally managed access to an agent that can assist with research, coding, browser-based tasks, and other multi-step work. Administrators can manage team access, fund a shared balance, and set spending limits for individual members. The service is designed for teams that want to make agent access available across an organization while retaining administrative oversight of usage. Hermes Business is delivered through the Nous Portal; this listing describes the hosted business offering rather than a separately installed server product. -
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Hark Pro
Hark
Hark Pro is a personal AI platform designed to complete tasks on a user's behalf rather than simply answer questions. Users interact with Hark Pro through an ongoing conversation, while persistent memory can retain permitted context to provide more personalized assistance over time. The platform can connect with third-party tools such as email, calendars, documents, and messaging services and take authorized actions using those integrations. Its computer-use capabilities allow it to operate a browser, navigate websites, click, type, scroll, and complete multi-step tasks across the web. Hark Pro can assist with activities such as online shopping, food ordering, restaurant reservations, travel booking, research, recruiting, and other digital workflows. The platform combines conversational AI, memory, connected services, multimodal interaction, and autonomous task execution to provide users with an AI assistant capable of carrying out practical work.Starting Price: $20/month -
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Meta Model API
Meta
Meta Model API is a new developer API for building with Muse Spark 1.1, Meta’s multimodal reasoning model built for agentic tasks, coding, tool use, computer use, and multimodal understanding. Now in public preview, it gives developers a way to access Muse Spark 1.1 through an OpenAI-compatible package, making it easier to point existing clients at the API, keep the same code structure, and set the model to muse-spark-1.1. Muse Spark 1.1 is designed for personal agentic tasks that require planning and orchestration across external apps and services, with the ability to generalize to new native tools, MCP servers, and custom skills. As a main agent, it can gather context, make a plan, and delegate execution across parallel subagents; as a subagent, it follows its role, understands available tools, and knows when to escalate back. The model can actively manage a 1 million-token context window, remember actions, retrieve information from much earlier work, and compact context.Starting Price: $1.25 per 1M tokens -
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Muse Image
Meta
Muse Image is Meta’s image generation model from Meta Superintelligence Labs, built into Meta AI for creating, editing, and sharing high-quality visuals. The model can turn simple conversational prompts into detailed images, blend multiple photos together, remove unwanted objects, generate legible text inside visuals, and create styled outputs such as portraits, posters, stickers, room redesigns, infographics, and fantasy scenes. Muse Image uses advanced reasoning through Muse Spark to plan layouts, understand context, look up real-time web information, and combine visual references more intelligently. Users can start with suggested presets, mention Instagram accounts to personalize creations, and sketch or annotate edits directly on top of an image. The model powers creative experiences across Meta AI, Instagram Stories, WhatsApp chats, and soon Facebook, Messenger, and advertiser tools through Meta Advantage+ creative. -
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Muse Spark
Meta
Muse Spark is a multimodal AI reasoning model developed by Meta as part of its push toward personal superintelligence. It integrates text, images, and tools to deliver advanced reasoning and interactive capabilities. The model supports features like visual chain-of-thought and multi-agent orchestration. Users can leverage Muse Spark for tasks such as problem-solving, content creation, and real-world troubleshooting. Its Contemplating mode enables multiple AI agents to reason in parallel for improved performance. Muse Spark also demonstrates strong capabilities in areas like health insights and visual understanding. Overall, it represents a significant step toward more intelligent and personalized AI systems. -
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Muse Wonder Full
Meta
Muse Wonder Full is an advanced artificial intelligence foundation model developed by Meta for complex reasoning, autonomous agent workflows, software engineering, and professional knowledge work. As part of the Muse Wonder model family, it is designed to handle demanding tasks that require sustained reasoning, contextual understanding, and multistep execution. The model incorporates Active Memory to retain important information across conversations and retrieve relevant context when needed. Its Active Focus capabilities support long-running assignments by exploring alternative approaches, resolving obstacles, and adapting to changing requirements. Muse Wonder Full also supports software development, legal and financial analysis, business workflow automation, and agentic interactions with external tools. The model is available to Muse Code subscribers and has been evaluated on benchmarks covering coding, memory, professional tasks, and general problem-solving capabilities.Starting Price: $50/month -
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Muse Glimmer
Meta
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.Starting Price: Free -
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VidMuse
VidMuse
VidMuse is an AI music video agent built to transform music into cinematic videos in minutes. Upload a track, paste a Suno, Udio, Spotify, or YouTube link, or use an MP3 or WAV file, and VidMuse analyzes the rhythm, lyrics, tempo shifts, mood, and emotional arc to create a complete musical blueprint. It does not just place visuals over a song; it acts like an AI director that hears, understands, and plans the video before production begins. It moves through audio intelligence, creative brief, storyboarding, precision control, and one-click production. VidMuse generates a Director’s Script with visual style, scenes, pacing, and storyboard so creators can review and refine the direction before rendering. Users can choose templates such as Story MV, Abstract MV, Performance MV, Viral Short, TVC, and Explainer, then customize the plot, visuals, camera movements, character design, shot types, scene timing, and style through chat.Starting Price: $33 per month -
37
Muse
Microsoft
Microsoft has unveiled Muse, a groundbreaking generative AI model designed to revolutionize gameplay ideation. Developed in collaboration with Ninja Theory, Muse is a World and Human Action Model (WHAM) trained on data from the game Bleeding Edge. This AI model possesses a comprehensive understanding of 3D game environments, including physics and player interactions, enabling it to generate consistent and diverse gameplay sequences. Muse can produce game visuals and predict controller actions, facilitating rapid prototyping and creative exploration for game developers. By analyzing over 1 billion images and actions, Muse demonstrates the potential to assist in game preservation by recreating classic titles for modern platforms. While still in the early stages, with current outputs at a resolution of 300×180 pixels, Muse represents a significant advancement in integrating AI into the game development process, aiming to enhance, not replace, human creativity. -
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MuseClass
Muse Group
MuseClass makes it fast and easy to create, distribute, and grade assignments. All in one place. Students can record video directly from their smartphone using the MuseClass mobile app. After submitting their best take, you'll be able to see and hear them on the grading screen in your teacher portal. Students can record audio directly from their smartphone using the MuseClass mobile app. After submitting their best take, you'll be able to listen to them on the grading screen in your teacher portal. When doing in-person assessments, simply enter your scores into MuseClass to keep all your students' grades and feedback in one place. The gradebook makes it easy to keep track of student progress. Upload worksheets for students to complete on their own. When students are done, they simply take a picture using the MuseClass mobile app to submit their assignment for you to review.Starting Price: Free -
39
MuseNet
OpenAI
We’ve created MuseNet, a deep neural network that can generate 4-minute musical compositions with 10 different instruments and can combine styles from country to Mozart to the Beatles. MuseNet was not explicitly programmed with our understanding of music, but instead discovered patterns of harmony, rhythm, and style by learning to predict the next token in hundreds of thousands of MIDI files. MuseNet uses the same general-purpose unsupervised technology as GPT-2, a large-scale transformer model trained to predict the next token in a sequence, whether audio or text. Since MuseNet knows many different styles, we can blend generations in novel ways. We’re excited to see how musicians and non-musicians alike will use MuseNet to create new compositions! Choose a composer or style, an optional start of a famous piece, and start generating. This lets you explore the variety of musical styles the model can create. -
40
MuSES
ThermoAnalytics
Electro-optic and infrared renderings in MuSES achieve global benchmark accuracy through a stepwise workflow – beginning with heat sources such as engines, exhaust, bearings, and electronics, followed by an in-band diffuse radiosity solution. Then place your sensor at range and render multi-bounce, spectrally-summed radiance values, with DeltaT-RSS contrast metrics. Sensor response curve handy? Import it and see what you’ve been missing. With MuSES, you have reality at your fingertips. Because MuSES covers physics all the way back to heat sources and environmental loads, you can manage thermal signature contrast and evaluate control kits for low observable design in any global location. Heat shields, cooling schemes, and even camo surface treatments can be tested and evaluated for in-band radiance, replete with atmospheric attenuation along sensor line-of-sight. Triage and prioritize your engineering with MuSES early in the development cycle. -
41
Muse Voice Transcribe is Meta’s first real-time audio perception model, delivering streaming automatic speech recognition (ASR), diarization, and endpointing in real time. An autoregressive multimodal model from the Muse Spark family, it processes audio in 80 ms chunks and decides dynamically whether to continue listening or emit text. Its adaptive delay changes the amount of audio context used for each word based on difficulty, balancing transcription accuracy with latency. The model is trained on more than 70 languages, with 25 extensively verified at launch, and natively supports arbitrary code-switching both within and between sentences. Language, keyword, and context biasing can further improve recognition accuracy for specific names, places, contacts, or terminology. Streaming diarization identifies speaker changes and distinguishes more than 20 speakers, while endpointing detects when speech begins and when a user finishes speaking.
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42
MuseMail
MuseMail
MuseMail is an AI-powered email generation tool designed to help users create beautiful, professional emails quickly using artificial intelligence. With MuseMail, you provide a single prompt and the platform produces full HTML emails in seconds, removing the need to start from scratch when drafting messages. It includes more than 95 industry-specific styles to choose from so your emails can match your audience or campaign goals, whether you’re sending marketing offers, newsletters, product announcements, or other business communications. Once an email is generated, you can use a visual editor to refine design elements and tailor content before sending, giving you control over layout, imagery, and branding while still benefiting from AI’s speed. MuseMail is built as an email studio that simplifies the creative process so professionals can avoid repetitive manual editing and focus on strategy and engagement.Starting Price: Free -
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Muses
Muses
Muses is an AI-powered writing agent designed to make content creation faster, smoother, and more intelligent by providing professional-grade assistance without downloads or a learning curve. It allows users to switch seamlessly between leading AI models to match different creative styles and needs. Its “Tab to Flow” feature stays silent until summoned, offering intelligent completions that maintain writing momentum, while “Spark to Story” turns quick notes or fragments of inspiration into fully developed ideas. Users can upload source materials so the AI can craft content grounded in their research, and all generated text is automatically checked for factual accuracy to ensure reliability. Muses also distills relevant information from across the web, curating resources to strengthen articles, blog posts, marketing copy, and long-form writing. Built for effortless creativity, it combines advanced AI, real-time assistance, and verification.Starting Price: Free -
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Tidy
Tidy
Tidy is an AI-powered personal agent platform designed to help users automate tasks and create custom tools without writing code. It allows users to build a personal agent in seconds and interact with it through familiar messaging environments, enabling seamless communication and task execution across different workflows. It can be trained to use virtually any website or application, meaning the agent can perform actions that users normally do manually, from checking updates to completing routine online tasks. Tidy also offers built-in and community tools to accelerate setup, including reminders for scheduled tasks and a persistent memory system for notes and files. By connecting services like Google Calendar, it can understand availability and help coordinate activities automatically. The overall goal of Tidy is to function as a flexible, no-code automation layer that learns user behavior and executes repetitive digital work reliably. -
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MuseFind
MuseFind
MuseFind helps you to keep all your influencer marketing in one place: no more need in spreadsheets, no more unsatisfied posts - use our email integration and content approval features to organize your day-to-day routine and improve your ROI. The Platform allows companies of all sizes to seamlessly activate influencer marketing. Easy setup and integration into your everyday workflow. MuseFind offers a free self-serve influencer CRM for teams to start, scale and find success in using influencer marketing to grow their businesses.Starting Price: $50 per month -
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Muse
Sudowrite
Muse is an innovative AI model developed by Sudowrite, a Los Angeles-based startup, specifically designed for fiction writers. Unlike general-purpose AI tools, Muse focuses exclusively on crafting narrative-driven prose, offering advanced storytelling capabilities and the ability to generate chapter-length content with a high degree of creativity and coherence. Trained with insights from over 20,000 authors, Muse aims to produce unique, evocative writing free of clichés, embracing the full spectrum of human experience, including complex characters, morally gray scenarios, and vivid descriptions, without filters or forced happy endings. Integrated into Sudowrite’s platform, it serves as a collaborative partner for authors, enhancing their creative process with features like gripping openings, believable dialogue, and substantial text generation, all while maintaining the writer’s individual style. -
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MarketMuse
MarketMuse
MarketMuse is a content intelligence platform that sets the standard for content quality. Our AI-powered platform increases your organic presence, improves productivity, and drives revenue. MarketMuse’s patented AI collects and analyzes your content, prioritizes your best opportunities based on authority and ROI, generates initial drafts and builds industry-leading topic models so you can always write the best content on any topic. -
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Hermes Desktop
Nous Research
Hermes Desktop is an open-source AI agent platform that enables users to run a powerful personal AI assistant across multiple communication channels and devices. The platform connects with services such as Telegram, Discord, Slack, WhatsApp, Signal, email, and command-line interfaces while maintaining a unified memory across all interactions. Hermes Desktop features persistent memory that learns from projects, stores solutions, and continuously improves through generated skills and knowledge retention. Users can automate recurring tasks, schedule workflows, conduct web searches, generate images, and access advanced AI capabilities from a single environment. The platform also supports isolated subagents that can work independently on specialized tasks while maintaining coordination with the primary agent. By combining automation, memory, communication, and AI tooling, Hermes Desktop provides a flexible workspace for managing complex workflows.Starting Price: Free -
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Muse Spark 1.3
Meta
Muse Spark 1.3 is an AI model with improved performance across agentic and coding tasks, designed to be smarter and more practical for real-world work. It sustains longer-horizon tasks by collaborating with users and managing multiple workflows in a single, long thread. Given an open-ended objective, it uses tools to build context across messy or conflicting sources, correct gaps in its plan, track what it has learned, and produce a final deliverable. It asks clarifying questions when prompts are ambiguous, requests help when stuck, and confirms before taking consequential actions. The model follows complex, long-form instructions more reliably, preserving detailed requirements across multi-step tasks without dropping constraints or drifting from the requested workflow. Improved multitasking allows it to map incoming prompts to the correct task even when users interrupt or redirect previous requests.Starting Price: $1.25 per 1M tokens (input) -
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Gemini Agent
Google
Gemini Agent is an advanced AI-powered assistant designed to handle complex, multi-step tasks with minimal user effort. It creates structured plans to complete tasks efficiently while keeping users in full control of every critical action. By leveraging Gemini 3, Google’s most intelligent AI model, it combines deep research capabilities with real-time web browsing to gather and analyze information. The platform integrates seamlessly with Google apps like Gmail and Calendar, allowing users to manage emails, schedules, and daily workflows in one place. Gemini Agent can automate tasks such as drafting emails, organizing inboxes, and assisting with bookings or purchases. It ensures user safety by requiring confirmation before executing important actions and allows users to intervene at any stage. Overall, Gemini Agent simplifies daily productivity by acting as a smart, adaptable assistant for both personal and professional use.
