MCP Task Orchestrator MCP Server

A Model Context Protocol server that transforms how you work with AI by automatically documenting every decision, implementation, and test as you

Local serverstdioPython

What is the MCP Task Orchestrator MCP Server?

A Model Context Protocol server that transforms how you work with AI by automatically documenting every decision, implementation, and test as you build. Think of it

What the server does

The MCP Task Orchestrator provides intelligent task orchestration, specialized AI roles, and persistent memory for AI-assisted development. Built with Clean Architecture principles, it automatically detects project structure and saves artifacts appropriately.

  • Documentation Automation — Every task generates comprehensive, searchable artifacts
  • Specialist AI Roles — Architect, Implementer, Tester, Reviewer, Documenter, and more
  • Persistent Memory — Never lose context - all decisions and implementations are preserved
  • Workspace Awareness — Automatically detects project structure and saves artifacts appropriately
  • Template System — 13 tools for creating reusable task templates
  • Clean Architecture — Built with modern software design principles

Credentials and setup notes

  • Python 3.8+ - One or more MCP clients (Claude Desktop, Cursor IDE, Windsurf, or VS Code with extensions)

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

ToolWhat it does
orchestrator_initialize_sessionStart new workflow
orchestrator_plan_taskCreate task breakdown
orchestrator_execute_taskExecute with specialist context
orchestrator_complete_taskMark tasks complete with artifacts
orchestrator_synthesize_resultsCombine results
orchestrator_get_statusCheck progress
orchestrator_maintenance_coordinatorAutomated cleanup and optimization

How to install the MCP Task Orchestrator MCP Server

{
  "mcpServers": {
    "task-orchestrator": {
      "command": "uvx",
      "args": ["mcp-task-orchestrator"]
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Configuration

  • Python 3.8+ - One or more MCP clients (Claude Desktop, Cursor IDE, Windsurf, or VS Code with extensions)

Example prompts to try

  • “Use MCP Task Orchestrator to orchestrator initialize session.”
  • “Use MCP Task Orchestrator to orchestrator plan task.”
  • “Use MCP Task Orchestrator to orchestrator execute task.”

Frequently asked questions

A Model Context Protocol server that transforms how you work with AI by automatically documenting every decision, implementation, and test as you build. Think of it Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.