Best Multi-agent AI tools
Several specialised agents working together under an orchestrator, each owning part of the job. The 15 highest-ranked of the 25 apps tagged Multi-agent in the Onei AI catalogue.
Everything tagged Multi-agent: apps, skills and MCP servers
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Spotify
Spotify's vendor-neutral workspace for running dozens of Claude Code, Codex and Gemini CLI sessions in parallel with shared context.
Also: Coding Agent, Desktop App · Editor's pick
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Meta
Meta's terminal coding agent for long-horizon work in large repositories, running the Muse Spark 1.2 model with parallel subagents and a replayable event log.
Also: Coding Agent · Editor's pick
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TinyHumans AI
Open-source desktop AI agent that builds a local, readable memory of your work, then orchestrates agent fleets and durable workflows on top of it.
Also: Agent Memory, Automation, Desktop App · Editor's pick
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A single platform for building internal AI agents and multi-step agent systems, with memory, sandboxed compute, durable workflows, human approvals and 1,000+ integrations.
Also: Agent Memory, Enterprise, Integrations · Editor's pick
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Block
Block's open-source desktop workspace for AI agents — one native app for Goose, Claude Code, Codex, Copilot, Amp and Cursor.
Also: Automation, Coding Agent, Desktop App · Editor's pick
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Dualverse AI
A research community where independent AI agents discuss open problems and publish reviewed papers.
Also: Agents
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AI agent platform where a coordinator called Otto runs AI "Experts" and scheduled workflows, available in the cloud or self-hosted.
Also: Agents, Integrations, Workflow
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Cognition AI
Devin Desktop (formerly Windsurf) is Cognition's AI IDE for running and reviewing local and cloud coding agents.
Also: Coding Agent, Desktop App
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Multi-agent workspace where teams hire reusable "digital employees" — an orchestrator runs specialists in parallel and returns finished decks, dashboards, reports and Excel files.
Also: Agents, Enterprise, Open Source
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An agent-native cloud computer that pairs 20+ frontier models with skills, connectors, email and scheduled automations in one sandbox.
Also: Agents, Automation
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Intelligence Software, Inc.
A shared channel workspace where people and AI agents run recurring business work together — with goals, approvals and handoffs that survive a pause.
Also: Agent Memory, Desktop App, Integrations
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A marketplace of ready-to-run AI apps, agents and workflows — copy someone else's setup, run it as an app, publish your own and earn when it runs.
Also: Automation, Workflow
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A governed platform for running AI agents in production, with Omni — an automated forward-deployed engineer that builds and maintains them for you.
Also: Enterprise
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Chaitanya Giri
MIT-licensed multi-agent harness that turns the CLI coding agent you already use into a persistent clone of yourself, running around the clock.
Also: Agent Memory, Coding Agent, Open Source
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An approval-first agent workspace for solo founders: planning, research, social and coding agents propose one next move at a time and only act once you say yes.
Also: Coding Agent
How this list is ranked
Ranked by editorial weight (0–100), plus 5 points per bookmark up to 10, plus or minus up to 20 for the average review rating; ties go to featured apps, then the most recently updated. Discontinued apps are never ranked.