# MCP Task Orchestrator

> Use this tool when you need to manage complex workflows and dependencies for AI agents, enforcing discipline and quality control through server-enforced workflows and dependency graphs. It solves problems of workflow chaos, quality inconsistencies, and inefficient task management by providing a structured approach to work item allocation and quality gate checks. Ideal for use cases requiring coordinated task execution, input/output data flow management, and automated quality assurance.

Canonical page: https://skillsregistry.net/skills/io-github-jpicklyk-task-orchestrator  
JSON: https://api.skillsregistry.net/v1/skills/io-github-jpicklyk-task-orchestrator

## Description

Server-enforced workflow discipline for AI agents: work items, dependency graphs, quality gates

## Trust

- **Trust score (0–1):** 0.88
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 3.2.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-28

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.jpicklyk%2Ftask-orchestrator)
- **Repository:** <https://github.com/jpicklyk/task-orchestrator.git>

## 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": "io-github-jpicklyk-task-orchestrator"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-jpicklyk-task-orchestrator` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-jpicklyk-task-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