Task Orchestrator MCP

An MCP server providing persistent work items, dependency graphs, quality gates, and actor attribution for AI agents. It enforces workflow discipline by blocking calls if schemas are not met, supporting multi-agent and multi-session coding workflows with state recovery.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

Community listingLocal stdioSource reviewed; not executedPublished by jpicklyk

Vendor documentation

What you can do with it

Enforce quality gates before advancing work items
Track agent attribution for every transition
Recover full state in one call for new sessions
Dispatch sub-agents across sessions with dependency ordering

Source and maintenance

Community listingRegistry 3.16.0

mcp-registry: io.github.jpicklyk/task-orchestrator@3.16.0 Source repository

Maintenance checked: Oct 31, 2026, 10:59 PM UTC

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

ghcr.io/jpicklyk/task-orchestrator:3.16.0

ocidocker

ghcr.io/jpicklyk/task-orchestrator:3.16.0 package definition

{
  "transport": "stdio",
  "identifier": "ghcr.io/jpicklyk/task-orchestrator:3.16.0",
  "runtimeHint": "docker",
  "registryType": "oci",
  "runtimeArguments": [
    {
      "name": "-v",
      "type": "named",
      "value": "mcp-task-data:/app/data",
      "isRequired": true,
      "description": "Docker named volume for persistent SQLite data storage, mounted at /app/data"
    }
  ],
  "environmentVariables": [
    {
      "name": "DATABASE_PATH",
      "description": "SQLite database file path (default: data/current-tasks.db)"
    },
    {
      "name": "USE_FLYWAY",
      "description": "Enable Flyway database migrations (default: true)"
    },
    {
      "name": "AGENT_CONFIG_DIR",
      "description": "Directory containing .taskorchestrator/config.yaml for workflow schemas (default: working dir)"
    },
    {
      "name": "MCP_TRANSPORT",
      "description": "Transport mode: stdio (default) or http"
    },
    {
      "name": "MCP_HTTP_PORT",
      "description": "HTTP port when using http transport (default: 3001)"
    },
    {
      "name": "LOG_LEVEL",
      "description": "Logging level: DEBUG, INFO, WARN, ERROR (default: INFO)"
    },
    {
      "name": "LOG_FILE",
      "description": "Optional log file path. Unset (default) disables file logging; logs are always JSON on stderr."
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

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Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.

Cursor configuration

{
  "mcpServers": {
    "task-orchestrator-mcp-3-16-0": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "DATABASE_PATH=<YOUR_DATABASE_PATH>",
        "-e",
        "USE_FLYWAY=<YOUR_USE_FLYWAY>",
        "-e",
        "AGENT_CONFIG_DIR=<YOUR_AGENT_CONFIG_DIR>",
        "-e",
        "MCP_TRANSPORT=<YOUR_MCP_TRANSPORT>",
        "-e",
        "MCP_HTTP_PORT=<YOUR_MCP_HTTP_PORT>",
        "-e",
        "LOG_LEVEL=<YOUR_LOG_LEVEL>",
        "-e",
        "LOG_FILE=<YOUR_LOG_FILE>",
        "ghcr.io/jpicklyk/task-orchestrator:3.16.0"
      ],
      "env": {
        "DATABASE_PATH": "<YOUR_DATABASE_PATH>",
        "USE_FLYWAY": "<YOUR_USE_FLYWAY>",
        "AGENT_CONFIG_DIR": "<YOUR_AGENT_CONFIG_DIR>",
        "MCP_TRANSPORT": "<YOUR_MCP_TRANSPORT>",
        "MCP_HTTP_PORT": "<YOUR_MCP_HTTP_PORT>",
        "LOG_LEVEL": "<YOUR_LOG_LEVEL>",
        "LOG_FILE": "<YOUR_LOG_FILE>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.

Cline configuration

{
  "mcpServers": {
    "task-orchestrator-mcp-3-16-0": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "DATABASE_PATH=<YOUR_DATABASE_PATH>",
        "-e",
        "USE_FLYWAY=<YOUR_USE_FLYWAY>",
        "-e",
        "AGENT_CONFIG_DIR=<YOUR_AGENT_CONFIG_DIR>",
        "-e",
        "MCP_TRANSPORT=<YOUR_MCP_TRANSPORT>",
        "-e",
        "MCP_HTTP_PORT=<YOUR_MCP_HTTP_PORT>",
        "-e",
        "LOG_LEVEL=<YOUR_LOG_LEVEL>",
        "-e",
        "LOG_FILE=<YOUR_LOG_FILE>",
        "ghcr.io/jpicklyk/task-orchestrator:3.16.0"
      ],
      "env": {
        "DATABASE_PATH": "<YOUR_DATABASE_PATH>",
        "USE_FLYWAY": "<YOUR_USE_FLYWAY>",
        "AGENT_CONFIG_DIR": "<YOUR_AGENT_CONFIG_DIR>",
        "MCP_TRANSPORT": "<YOUR_MCP_TRANSPORT>",
        "MCP_HTTP_PORT": "<YOUR_MCP_HTTP_PORT>",
        "LOG_LEVEL": "<YOUR_LOG_LEVEL>",
        "LOG_FILE": "<YOUR_LOG_FILE>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.

VS Code configuration

{
  "servers": {
    "task-orchestrator-mcp-3-16-0": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "DATABASE_PATH=<YOUR_DATABASE_PATH>",
        "-e",
        "USE_FLYWAY=<YOUR_USE_FLYWAY>",
        "-e",
        "AGENT_CONFIG_DIR=<YOUR_AGENT_CONFIG_DIR>",
        "-e",
        "MCP_TRANSPORT=<YOUR_MCP_TRANSPORT>",
        "-e",
        "MCP_HTTP_PORT=<YOUR_MCP_HTTP_PORT>",
        "-e",
        "LOG_LEVEL=<YOUR_LOG_LEVEL>",
        "-e",
        "LOG_FILE=<YOUR_LOG_FILE>",
        "ghcr.io/jpicklyk/task-orchestrator:3.16.0"
      ],
      "env": {
        "DATABASE_PATH": "<YOUR_DATABASE_PATH>",
        "USE_FLYWAY": "<YOUR_USE_FLYWAY>",
        "AGENT_CONFIG_DIR": "<YOUR_AGENT_CONFIG_DIR>",
        "MCP_TRANSPORT": "<YOUR_MCP_TRANSPORT>",
        "MCP_HTTP_PORT": "<YOUR_MCP_HTTP_PORT>",
        "LOG_LEVEL": "<YOUR_LOG_LEVEL>",
        "LOG_FILE": "<YOUR_LOG_FILE>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.

Claude Desktop configuration

{
  "mcpServers": {
    "task-orchestrator-mcp-3-16-0": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "DATABASE_PATH=<YOUR_DATABASE_PATH>",
        "-e",
        "USE_FLYWAY=<YOUR_USE_FLYWAY>",
        "-e",
        "AGENT_CONFIG_DIR=<YOUR_AGENT_CONFIG_DIR>",
        "-e",
        "MCP_TRANSPORT=<YOUR_MCP_TRANSPORT>",
        "-e",
        "MCP_HTTP_PORT=<YOUR_MCP_HTTP_PORT>",
        "-e",
        "LOG_LEVEL=<YOUR_LOG_LEVEL>",
        "-e",
        "LOG_FILE=<YOUR_LOG_FILE>",
        "ghcr.io/jpicklyk/task-orchestrator:3.16.0"
      ],
      "env": {
        "DATABASE_PATH": "<YOUR_DATABASE_PATH>",
        "USE_FLYWAY": "<YOUR_USE_FLYWAY>",
        "AGENT_CONFIG_DIR": "<YOUR_AGENT_CONFIG_DIR>",
        "MCP_TRANSPORT": "<YOUR_MCP_TRANSPORT>",
        "MCP_HTTP_PORT": "<YOUR_MCP_HTTP_PORT>",
        "LOG_LEVEL": "<YOUR_LOG_LEVEL>",
        "LOG_FILE": "<YOUR_LOG_FILE>"
      }
    }
  }
}

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