# Agent Orchestrator

> Use this tool when you need to manage and coordinate multiple agents in a production environment, solving problems such as workflow predictability, auditability, and task decomposition. It provides four distinct coordination strategies, taking in agent workloads and outputting optimized task assignments, and supports both stdio and HTTP server modes. Ideal for use cases requiring flexible and scalable agent orchestration, such as heterogeneous agent coordination and workflow management.

Canonical page: https://skillsregistry.net/skills/r331-agent-orchestrator  
JSON: https://api.skillsregistry.net/v1/skills/r331-agent-orchestrator

## Description

Production-oriented agent orchestration system offering four distinct coordination strategies: centralized role queue for predictable workflows, event-sourced blackboard for auditability and replay, hierarchical planner with executors for task decomposition, and market-based bidding scheduler for heterogeneous agent coordination. Each strategy is packaged as a separate MCP server, allowing teams to select the orchestration pattern that best fits their workload characteristics. Includes comprehensive testing, production deployment playbooks, and support for both stdio and HTTP server modes.

## Trust

- **Trust score (0–1):** 1.00
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** devops-ci
- **Updated:** 2026-09-19

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/r331-agent-orchestrator)
- **Repository:** <https://github.com/r331/agent-orchestrator>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "r331-agent-orchestrator"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/r331-agent-orchestrator` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/r331-agent-orchestrator/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt