# Multi-Agent Orchestrator

> Use this tool when you need to automate software development workflows, optimize code quality, and deploy applications across multiple clouds. It solves problems such as manual testing, deployment, and code review by leveraging AI agents for dynamic system design, policy-driven testing, and self-optimization. The tool takes in authentication credentials and outputs automated code generation, deployment, and analytics, making it ideal for enterprise development workflows requiring minimal human intervention.

Canonical page: https://skillsregistry.net/skills/yoriichi-07-multi-orchestrator  
JSON: https://api.skillsregistry.net/v1/skills/yoriichi-07-multi-orchestrator

## Description

A multi-agent orchestrator MCP server built by yoriichi-07 that provides autonomous software development capabilities through specialized AI agents including an Autonomous Architect for dynamic system design, Proactive Quality Framework for policy-driven testing, Evolutionary Prompt Engine for self-optimization, and Last Mile Cloud Agent for multi-cloud deployment. The implementation features Descope OAuth 2.1 + PKCE authentication with scope-based authorization, Cequence AI Gateway integration for enterprise analytics and observability, self-healing code generation with automatic error detection and resolution, and support for 16 comprehensive tools spanning infrastructure management, code generation, quality assurance, and deployment automation. Built using FastMCP and FastAPI with structured logging, it supports multiple AI providers (OpenAI, Anthropic) and cloud platforms (AWS, Azure, GCP), making it useful for enterprise development workflows, automated software generation, AI-assisted code review and optimization, and building self-maintaining applications with minimal human intervention.

## Trust

- **Trust score (0–1):** 0.00
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** cloud-infra
- **Updated:** 2026-09-01

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/yoriichi-07-multi-orchestrator)
- **Repository:** <https://github.com/yoriichi-07/multi_orchestrator_mcp>

## 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": "yoriichi-07-multi-orchestrator"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/yoriichi-07-multi-orchestrator` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/yoriichi-07-multi-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