AI / MLKotlin

task-orchestrator

A light touch MCP task orchestration server for AI agents that provides persistent work tracking and context storage across sessions.

Free
N/A rating (0 reviews)0 installs175 GitHub stars
task orchestrationAI agentsworkflow management

The MCP Task Orchestrator enables AI coding assistants to manage complex workflows with a persistent work item graph. It enforces quality gates and defines workflow schemas in YAML, ensuring that agents follow structured instructions at the right moments. Items progress through distinct phases: queue, work, review, and terminal, with enforced dependencies and gate-checked transitions, allowing agents to pick up where they left off across sessions.

Compatible with

Claude DesktopCursor

Install

Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "task-orchestrator": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-task-orchestrator"
      ]
    }
  }
}

Config File Location

Mac: ~/Library/Application Support/Claude/claude_desktop_config.json

Windows: %APPDATA%\Claude\claude_desktop_config.json

Linux: ~/.config/claude/claude_desktop_config.json

Some servers require additional setup - check the GitHub README for specific instructions.

Permissions

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task-orchestrator MCP Server — MCPNest — MCPNest