Category

Orchestrators

Control planes and runtimes that coordinate agents, tasks, schedules, state, governance, and human review.

Editorial scope version 1.0 ยท effective 3 September 2026

Category listing

4 Orchestrators Tools

Definition

What belongs in Orchestrators?

This category covers systems whose main purpose is coordinating agent work across multiple runs, roles, workers, or workflows rather than implementing one agent in isolation.

Includes control planes and runtimes that coordinate multiple agents or runs through task assignment, shared state, scheduling, observability, budgets, approvals, or governance.

Scope

Inclusion and exclusion criteria

Include when

  • The system assigns, schedules, routes, or supervises work across agents or agent runs.
  • Shared state, observability, budgets, approvals, or governance is a material capability.
  • Long-running or event-driven coordination is explicitly supported.

Exclude when

  • It is a single-agent framework with no material coordination layer.
  • It is a generic workflow scheduler that can only launch an agent as an ordinary job.

Selection guide

How to compare these tools

  • What unit of work is coordinated and how is ownership assigned?
  • How are state, failures, budgets, and approvals managed?
  • Which agent runtimes can participate?

Typical use cases

  • Assign and route work across agents or roles
  • Coordinate long-running and event-driven workflows
  • Enforce budgets, approvals, and human review
  • Recover from failed or interrupted runs

Category evidence

Sources for this category guidance

  1. OpenAI Agents SDK agent orchestration guide

    The OpenAI Agents SDK documentation describes agent orchestration through manager-called specialist tools, handoffs, chains, loops, and parallel execution.

    accessed 2026-09-03

Comparable facts

Orchestrators comparison

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ToolClassificationPricingInterfacesDeploymentVerification
SymphonyAgent-nativeOpen SourceWORKFLOW.md configuration, Linear issue-tracker integration, Codex App Server, JSON status APIself-hosted, local workspaces, remote worker hostsdocumentation reviewed
PaperclipAgent-nativeOpen Sourceweb application, REST API, command-line interface, agent adaptersself-hosted local, self-hosted serverdocumentation reviewed
Mission ControlAgent-nativeOpen Sourceweb application, CLI, MCP server, REST API, WebSocket, SSElocal, Docker, self-hosteddocumentation reviewed
OneCLIAgent-nativeFreemiumweb application, CLI, HTTP proxy, Slackcloud-hosted, self-hosted, agent runners on customer infrastructuredocumentation reviewed