Agent orchestrator · Orchestrator (Desktop / Cloud)

Multica

Verified Sep 2026

Quick answer: Teams already running Claude Code, Codex, Gemini CLI, Cursor, OpenCode, or other supported CLIs who want a PM layer — issue assignment, task queues, shared SKILL.md skills, and unified runtime monitoring across local daemons and optional cloud.

Best for

Teams already running Claude Code, Codex, Gemini CLI, Cursor, OpenCode, or other supported CLIs who want a PM layer — issue assignment, task queues, shared SKILL.md skills, and unified runtime monitoring across local daemons and optional cloud.

Skip if

You want a coding-agent SKU with bundled models, Daytona sandboxes (Backgrounder), Cursor Background Agents, Devin-class vibe builders, or a plain issue tracker without agent orchestration.

Who it fits

  • Teams already running Claude Code, Codex, Gemini CLI, Cursor, OpenCode, or other supported CLIs who want a PM layer — issue assignment, task queues, shared SKILL.md skills, and unified runtime monitoring across local daemons and optional cloud.
  • People who prefer a dedicated desktop coding surface
  • Builders who start in the browser without a local IDE setup
  • Terminal-first engineers who live in the shell and git
Experimental

Pros

Open-source human+agent project-management and orchestration layer — assign issues to coding agents like teammates with enqueue/claim/start/complete lifecycle, comments, and blocker flags; reusable SKILL.md skill library shared across agents; unified runtimes panel for local daemon plus optional hosted cloud with usage monitoring; auto-detects ~26 supported agent CLIs (Claude Code, Codex, Gemini CLI, Cursor, OpenCode, OpenClaw, Pi, and others); web, desktop, and `multica setup` CLI; agent execution stays on user-controlled runtimes — Multica coordinates state, not models.

Cons

Orchestration only — you bring and pay for underlying agent CLIs/models; young product (high GitHub visibility but catalog has not hands-on verified runs); Multica License restricts third-party hosted SaaS beyond plain Apache-2.0 (internal self-host OK; public hosted instances need a commercial license); not Cursor Background Agents, Backgrounder (Daytona sandboxes), Devin-class vibe builders, or Linear/Jira without agent execution.

Facts

Locality:
Hybrid (local + cloud)
Surfaces:
Desktop, Web, CLI
Maturity:
Experimental
Open source:
Source available
Verified:
Sep 2026

Agent standards & memory

AGENTS.md: Delegates to agentsSKILL.md: SupportedRules / memory: Issues/board, activity feed, reusable skill library, and runtime/daemon state; wraps underlying CLI harness memory.OSS self-host (Docker Compose, single binary, or Kubernetes) for internal use under the Multica License; optional hosted cloud at multica.ai; public hosted plan prices unclear as of Sep 2026; BYO agent CLI costs; operating a hosted SaaS for third parties requires a commercial license from Multica Inc.

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