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task-orchestrator MCP server

Server-enforced workflow discipline for AI agents. An MCP server providing persistent work items, dependency graphs, quality gates, and actor attribution. Schemas define what agents must produce — the server blocks the call if they don't. Works with any MCP-compatible client.

What task-orchestrator does

Summarised from the project README; check the repository for the latest details.

Tools exposed (1)

Requirements

Repository: jpicklyk/task-orchestrator
Website: https://github.com/jpicklyk/task-orchestrator/wiki
Stars: ★207
Language: Kotlin
Last updated: 2026-10-15
ai-coding-assistantai-developmentai-harnessai-memoryai-toolsclaudeclaude-codeclaude-desktopcontext-persistencedeveloper-toolsharness-engineeringharness-frameworkmcpmcp-servermodel-context-protocoltask-managementvibe-codingworkflow-automation

How to install task-orchestrator MCP in Claude Desktop, Cursor and VS Code

Install

Taken from the project README (README mcpServers JSON). Check the README for required API keys before use.

Claude Desktop

claude_desktop_config.json

{
  "mcpServers": {
    "mcp-task-orchestrator": {
      "command": "docker",
      "args": [
        "run",
        "--rm",
        "-i",
        "-v",
        "mcp-task-data:/app/data",
        "ghcr.io/jpicklyk/task-orchestrator:latest"
      ]
    }
  }
}

Cursor

~/.cursor/mcp.json

{
  "mcpServers": {
    "mcp-task-orchestrator": {
      "command": "docker",
      "args": [
        "run",
        "--rm",
        "-i",
        "-v",
        "mcp-task-data:/app/data",
        "ghcr.io/jpicklyk/task-orchestrator:latest"
      ]
    }
  }
}

VS Code

.vscode/mcp.json

{
  "servers": {
    "mcp-task-orchestrator": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "--rm",
        "-i",
        "-v",
        "mcp-task-data:/app/data",
        "ghcr.io/jpicklyk/task-orchestrator:latest"
      ]
    }
  }
}

Add to config generator – combine it with other servers, or get the Windsurf format.

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