Muse Spark 1.1
5.0 out of 5 stars
(1 Rating)
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.
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Hermes Agent
3.5 out of 5 stars
(2 Ratings)
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.
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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.
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Reason
Reason is an autonomous software engineer and AI coding agent designed to take ownership of real engineering work, from researching codebases and fixing bugs to implementing features and verifying results. It works across connected repositories, local computers, and cloud environments, allowing developers to delegate tasks without interrupting their workflows. The agent can explore codebases, trace call paths, reproduce failures, edit files, run tests, and produce verified pull requests for human review. Its research capabilities provide evidence-backed findings with citations linking directly to source files and lines, while repository memory preserves knowledge for future sessions. Reason supports parallel subagents, isolated workspaces, scheduled sessions, and automated workflows for development and operations. Teams can connect repositories, manage permissions, inspect code changes, and review builds, regression tests, and deployment checks before merging.
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