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MCP Task Orchestrator

作者：jpicklyk版本 4.0.0i★ 214i在你的电脑上运行
注册名称io.github.jpicklyk/task-orchestrator

安装方法

概览

作者提供的说明（英文原文）

Workflow discipline for AI agents: work items, gates, role-scoped tool profiles and runs

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

  • 连接方式: 在你的电脑上运行
  • 传输方式: stdio
  • 分类: 文档、表格与办公

安装

选择你使用的 AI 应用，然后复制设置。

通过 2/2 项检查 · 在你的电脑上运行

第一步：你用哪个 AI？

选择你用的应用，步骤会显示在下方。

可连接 Claude，但需要先准备

需要 MCP Task Orchestrator 的密钥（在开发者网站注册，可能收费） · 需要先在电脑上安装 Docker（只需一次） · 仅限电脑上的 Claude 应用（Windows 或 Mac），网页和手机不可用

  1. 安装 Docker

    只需一次，所有需要 Docker 的服务器都能用

    打开 Docker 下载页 ↗

  2. 注册并创建 MCP Task Orchestrator 的密钥

    打开开发者网站，注册账户并创建 API 密钥，下一步要用。可能收费。

    获取密钥的方法见下方开发者的 README

  3. 打开电脑版 Claude 应用的设置文件

    SettingsDeveloperEdit Config

  4. 粘贴这些设置并保存文件

    {
  "mcpServers": {
    "task-orchestrator": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "DATABASE_PATH",
        "-e",
        "AGENT_CONFIG_DIR",
        "-e",
        "MCP_TRANSPORT",
        "-e",
        "MCP_HTTP_PORT",
        "-e",
        "LOG_LEVEL",
        "-e",
        "LOG_FILE",
        "-e",
        "API_ALLOW_QUERY_TOKEN_FOR_SSE",
        "-e",
        "API_ALLOW_UNAUTHENTICATED",
        "-e",
        "API_AUTH_MODE",
        "-e",
        "API_ENABLED",
        "-e",
        "API_JWKS_ALGORITHMS",
        "-e",
        "API_JWKS_ALLOW_INSECURE_URL",
        "-e",
        "API_JWKS_AUDIENCE",
        "-e",
        "API_JWKS_CACHE_TTL_SECONDS",
        "-e",
        "API_JWKS_ISSUER",
        "-e",
        "API_JWKS_MAX_STALE_SECONDS",
        "-e",
        "API_JWKS_MAX_TOKEN_LIFETIME_SECONDS",
        "-e",
        "API_JWKS_URL",
        "-e",
        "API_REDACT_NOTE_ATTRIBUTION",
        "-e",
        "API_SSE_AUTH_CHECK_INTERVAL_SECONDS",
        "-e",
        "API_SSE_BUFFER_SIZE",
        "-e",
        "API_TOKENS_PATH",
        "-e",
        "CORS_ALLOWED_HEADERS",
        "-e",
        "CORS_ALLOWED_METHODS",
        "-e",
        "CORS_ALLOWED_ORIGINS",
        "-e",
        "CORS_EXPOSE_HEADERS",
        "-e",
        "CORS_MAX_AGE_SECONDS",
        "-e",
        "DATABASE_BUSY_TIMEOUT_MS",
        "-e",
        "DATABASE_MAX_CONNECTIONS",
        "-e",
        "DATABASE_SHOW_SQL",
        "-e",
        "DB_COMPACT_ON_UPGRADE",
        "-e",
        "FLYWAY_REPAIR",
        "-e",
        "FTS_INTEGRITY",
        "-e",
        "MCP_ALLOWED_HOSTS",
        "-e",
        "MCP_ALLOW_UNAUTHENTICATED",
        "-e",
        "MCP_HTTP_HOST",
        "-e",
        "MCP_SERVER_NAME",
        "-e",
        "MCP_TOOL_PROFILE",
        "-e",
        "READINESS_FILE",
        "-e",
        "RESOURCE_LEASES_ENFORCED",
        "-e",
        "RETENTION_AUDIT_EVENTS_DAYS",
        "-e",
        "RETENTION_CALL_LOG_DAYS",
        "-e",
        "RETENTION_EVENTS_DAYS",
        "-e",
        "RETENTION_LEASE_HISTORY_DAYS",
        "-e",
        "SCHEMA_MODE",
        "-e",
        "UPGRADE_BACKUP",
        "ghcr.io/jpicklyk/task-orchestrator:4.0.0"
      ],
      "env": {
        "DATABASE_PATH": "your-value",
        "AGENT_CONFIG_DIR": "your-value",
        "MCP_TRANSPORT": "your-value",
        "MCP_HTTP_PORT": "your-value",
        "LOG_LEVEL": "your-value",
        "LOG_FILE": "your-value",
        "API_ALLOW_QUERY_TOKEN_FOR_SSE": "your-value",
        "API_ALLOW_UNAUTHENTICATED": "your-value",
        "API_AUTH_MODE": "your-value",
        "API_ENABLED": "your-value",
        "API_JWKS_ALGORITHMS": "your-value",
        "API_JWKS_ALLOW_INSECURE_URL": "your-value",
        "API_JWKS_AUDIENCE": "your-value",
        "API_JWKS_CACHE_TTL_SECONDS": "your-value",
        "API_JWKS_ISSUER": "your-value",
        "API_JWKS_MAX_STALE_SECONDS": "your-value",
        "API_JWKS_MAX_TOKEN_LIFETIME_SECONDS": "your-value",
        "API_JWKS_URL": "your-value",
        "API_REDACT_NOTE_ATTRIBUTION": "your-value",
        "API_SSE_AUTH_CHECK_INTERVAL_SECONDS": "your-value",
        "API_SSE_BUFFER_SIZE": "your-value",
        "API_TOKENS_PATH": "your-value",
        "CORS_ALLOWED_HEADERS": "your-value",
        "CORS_ALLOWED_METHODS": "your-value",
        "CORS_ALLOWED_ORIGINS": "your-value",
        "CORS_EXPOSE_HEADERS": "your-value",
        "CORS_MAX_AGE_SECONDS": "your-value",
        "DATABASE_BUSY_TIMEOUT_MS": "your-value",
        "DATABASE_MAX_CONNECTIONS": "your-value",
        "DATABASE_SHOW_SQL": "your-value",
        "DB_COMPACT_ON_UPGRADE": "your-value",
        "FLYWAY_REPAIR": "your-value",
        "FTS_INTEGRITY": "your-value",
        "MCP_ALLOWED_HOSTS": "your-value",
        "MCP_ALLOW_UNAUTHENTICATED": "your-value",
        "MCP_HTTP_HOST": "your-value",
        "MCP_SERVER_NAME": "your-value",
        "MCP_TOOL_PROFILE": "your-value",
        "READINESS_FILE": "your-value",
        "RESOURCE_LEASES_ENFORCED": "your-value",
        "RETENTION_AUDIT_EVENTS_DAYS": "your-value",
        "RETENTION_CALL_LOG_DAYS": "your-value",
        "RETENTION_EVENTS_DAYS": "your-value",
        "RETENTION_LEASE_HISTORY_DAYS": "your-value",
        "SCHEMA_MODE": "your-value",
        "UPGRADE_BACKUP": "your-value"
      }
    }
  }
}

    只把密钥粘贴到应用的输入框里，不要粘贴到聊天中或发给任何人

  5. 退出 Claude 再重新打开

  6. 试一试

    用 MCP Task Orchestrator 告诉我你能帮我做什么，然后做一件给我看

    ✓ 如果 Claude 说正在使用 MCP Task Orchestrator，或回答中出现 MCP Task Orchestrator 的工具名称，就表示连接成功

菜单名称已于 2026年11月11日 对照 Anthropic 帮助页面核实 · 你的界面可能因版本略有不同

ChatGPT 暂时无法连接 MCP Task Orchestrator

MCP Task Orchestrator 需要安装在你的电脑上，而 ChatGPT 只能连接在网上运行的服务器

你可以改用这些方式

A · 使用能连接 MCP Task Orchestrator 的应用

  • 需要 MCP Task Orchestrator 的密钥（在开发者网站注册，可能收费） · 需要先在电脑上安装 Docker（只需一次） · 仅限电脑上的 Claude 应用（Windows 或 Mac），网页和手机不可用
  • 需要 MCP Task Orchestrator 的密钥（在开发者网站注册，可能收费） · 需要先在电脑上安装 Docker（只需一次）
  • 需要 MCP Task Orchestrator 的密钥（在开发者网站注册，可能收费） · 需要先在电脑上安装 Docker（只需一次）
  • 需要 MCP Task Orchestrator 的密钥（在开发者网站注册，可能收费） · 需要先在电脑上安装 Docker（只需一次）

B · 文档、表格与办公 类中能连接 ChatGPT 的其他服务器

从同类中使用较多的里挑选，仅限用地址即可连接、无需密钥的

可连接 Claude Code，但需要先准备

需要 MCP Task Orchestrator 的密钥（在开发者网站注册，可能收费） · 需要先在电脑上安装 Docker（只需一次）

  1. 安装 Docker

    只需一次，所有需要 Docker 的服务器都能用

    打开 Docker 下载页 ↗

  2. 注册并创建 MCP Task Orchestrator 的密钥

    打开开发者网站，注册账户并创建 API 密钥，下一步要用。可能收费。

    获取密钥的方法见下方开发者的 README

  3. 打开终端

    Mac：按 Command+空格，输入 Terminal · Windows：打开 PowerShell

  4. 粘贴这条命令并按 Enter

    claude mcp add task-orchestrator --env DATABASE_PATH=your-value --env AGENT_CONFIG_DIR=your-value --env MCP_TRANSPORT=your-value --env MCP_HTTP_PORT=your-value --env LOG_LEVEL=your-value --env LOG_FILE=your-value --env API_ALLOW_QUERY_TOKEN_FOR_SSE=your-value --env API_ALLOW_UNAUTHENTICATED=your-value --env API_AUTH_MODE=your-value --env API_ENABLED=your-value --env API_JWKS_ALGORITHMS=your-value --env API_JWKS_ALLOW_INSECURE_URL=your-value --env API_JWKS_AUDIENCE=your-value --env API_JWKS_CACHE_TTL_SECONDS=your-value --env API_JWKS_ISSUER=your-value --env API_JWKS_MAX_STALE_SECONDS=your-value --env API_JWKS_MAX_TOKEN_LIFETIME_SECONDS=your-value --env API_JWKS_URL=your-value --env API_REDACT_NOTE_ATTRIBUTION=your-value --env API_SSE_AUTH_CHECK_INTERVAL_SECONDS=your-value --env API_SSE_BUFFER_SIZE=your-value --env API_TOKENS_PATH=your-value --env CORS_ALLOWED_HEADERS=your-value --env CORS_ALLOWED_METHODS=your-value --env CORS_ALLOWED_ORIGINS=your-value --env CORS_EXPOSE_HEADERS=your-value --env CORS_MAX_AGE_SECONDS=your-value --env DATABASE_BUSY_TIMEOUT_MS=your-value --env DATABASE_MAX_CONNECTIONS=your-value --env DATABASE_SHOW_SQL=your-value --env DB_COMPACT_ON_UPGRADE=your-value --env FLYWAY_REPAIR=your-value --env FTS_INTEGRITY=your-value --env MCP_ALLOWED_HOSTS=your-value --env MCP_ALLOW_UNAUTHENTICATED=your-value --env MCP_HTTP_HOST=your-value --env MCP_SERVER_NAME=your-value --env MCP_TOOL_PROFILE=your-value --env READINESS_FILE=your-value --env RESOURCE_LEASES_ENFORCED=your-value --env RETENTION_AUDIT_EVENTS_DAYS=your-value --env RETENTION_CALL_LOG_DAYS=your-value --env RETENTION_EVENTS_DAYS=your-value --env RETENTION_LEASE_HISTORY_DAYS=your-value --env SCHEMA_MODE=your-value --env UPGRADE_BACKUP=your-value -- docker run -i --rm -e DATABASE_PATH -e AGENT_CONFIG_DIR -e MCP_TRANSPORT -e MCP_HTTP_PORT -e LOG_LEVEL -e LOG_FILE -e API_ALLOW_QUERY_TOKEN_FOR_SSE -e API_ALLOW_UNAUTHENTICATED -e API_AUTH_MODE -e API_ENABLED -e API_JWKS_ALGORITHMS -e API_JWKS_ALLOW_INSECURE_URL -e API_JWKS_AUDIENCE -e API_JWKS_CACHE_TTL_SECONDS -e API_JWKS_ISSUER -e API_JWKS_MAX_STALE_SECONDS -e API_JWKS_MAX_TOKEN_LIFETIME_SECONDS -e API_JWKS_URL -e API_REDACT_NOTE_ATTRIBUTION -e API_SSE_AUTH_CHECK_INTERVAL_SECONDS -e API_SSE_BUFFER_SIZE -e API_TOKENS_PATH -e CORS_ALLOWED_HEADERS -e CORS_ALLOWED_METHODS -e CORS_ALLOWED_ORIGINS -e CORS_EXPOSE_HEADERS -e CORS_MAX_AGE_SECONDS -e DATABASE_BUSY_TIMEOUT_MS -e DATABASE_MAX_CONNECTIONS -e DATABASE_SHOW_SQL -e DB_COMPACT_ON_UPGRADE -e FLYWAY_REPAIR -e FTS_INTEGRITY -e MCP_ALLOWED_HOSTS -e MCP_ALLOW_UNAUTHENTICATED -e MCP_HTTP_HOST -e MCP_SERVER_NAME -e MCP_TOOL_PROFILE -e READINESS_FILE -e RESOURCE_LEASES_ENFORCED -e RETENTION_AUDIT_EVENTS_DAYS -e RETENTION_CALL_LOG_DAYS -e RETENTION_EVENTS_DAYS -e RETENTION_LEASE_HISTORY_DAYS -e SCHEMA_MODE -e UPGRADE_BACKUP ghcr.io/jpicklyk/task-orchestrator:4.0.0

    按 Enter 前，把“your-value”改成你的密钥

    只把密钥粘贴到应用的输入框里，不要粘贴到聊天中或发给任何人

  5. 在 Claude Code 中输入 /mcp

    应能看到 MCP Task Orchestrator 在列表中并显示已连接

  6. 试一试

    用 MCP Task Orchestrator 告诉我你能帮我做什么，然后做一件给我看

    ✓ 如果 Claude Code 说正在使用 MCP Task Orchestrator，或回答中出现 MCP Task Orchestrator 的工具名称，就表示连接成功

菜单名称已于 2026年11月11日 对照 Anthropic 帮助页面核实 · 你的界面可能因版本略有不同

可连接 Cursor，但需要先准备

需要 MCP Task Orchestrator 的密钥（在开发者网站注册，可能收费） · 需要先在电脑上安装 Docker（只需一次）

  1. 安装 Docker

    只需一次，所有需要 Docker 的服务器都能用

    打开 Docker 下载页 ↗

  2. 注册并创建 MCP Task Orchestrator 的密钥

    打开开发者网站，注册账户并创建 API 密钥，下一步要用。可能收费。

    获取密钥的方法见下方开发者的 README

  3. 点击这个按钮打开 Cursor

    在 Cursor 中打开

    Cursor 会请你确认安装，点击 Install

  4. 填写你的密钥

    在 MCP Task Orchestrator 的设置中，DATABASE_PATH, AGENT_CONFIG_DIR, MCP_TRANSPORT, MCP_HTTP_PORT, LOG_LEVEL, LOG_FILE, API_ALLOW_QUERY_TOKEN_FOR_SSE, API_ALLOW_UNAUTHENTICATED, API_AUTH_MODE, API_ENABLED, API_JWKS_ALGORITHMS, API_JWKS_ALLOW_INSECURE_URL, API_JWKS_AUDIENCE, API_JWKS_CACHE_TTL_SECONDS, API_JWKS_ISSUER, API_JWKS_MAX_STALE_SECONDS, API_JWKS_MAX_TOKEN_LIFETIME_SECONDS, API_JWKS_URL, API_REDACT_NOTE_ATTRIBUTION, API_SSE_AUTH_CHECK_INTERVAL_SECONDS, API_SSE_BUFFER_SIZE, API_TOKENS_PATH, CORS_ALLOWED_HEADERS, CORS_ALLOWED_METHODS, CORS_ALLOWED_ORIGINS, CORS_EXPOSE_HEADERS, CORS_MAX_AGE_SECONDS, DATABASE_BUSY_TIMEOUT_MS, DATABASE_MAX_CONNECTIONS, DATABASE_SHOW_SQL, DB_COMPACT_ON_UPGRADE, FLYWAY_REPAIR, FTS_INTEGRITY, MCP_ALLOWED_HOSTS, MCP_ALLOW_UNAUTHENTICATED, MCP_HTTP_HOST, MCP_SERVER_NAME, MCP_TOOL_PROFILE, READINESS_FILE, RESOURCE_LEASES_ENFORCED, RETENTION_AUDIT_EVENTS_DAYS, RETENTION_CALL_LOG_DAYS, RETENTION_EVENTS_DAYS, RETENTION_LEASE_HISTORY_DAYS, SCHEMA_MODE, UPGRADE_BACKUP 还是空的，填入你的密钥并保存

    只把密钥粘贴到应用的输入框里，不要粘贴到聊天中或发给任何人

  5. 在 Cursor 中以 Agent 模式打开 AI 聊天

  6. 试一试

    用 MCP Task Orchestrator 告诉我你能帮我做什么，然后做一件给我看

    ✓ 如果 Cursor 说正在使用 MCP Task Orchestrator，或回答中出现 MCP Task Orchestrator 的工具名称，就表示连接成功

菜单名称已于 2026年11月11日 对照 Cursor 帮助页面核实 · 你的界面可能因版本略有不同

可连接 VS Code，但需要先准备

需要 MCP Task Orchestrator 的密钥（在开发者网站注册，可能收费） · 需要先在电脑上安装 Docker（只需一次）

  1. 安装 Docker

    只需一次，所有需要 Docker 的服务器都能用

    打开 Docker 下载页 ↗

  2. 注册并创建 MCP Task Orchestrator 的密钥

    打开开发者网站，注册账户并创建 API 密钥，下一步要用。可能收费。

    获取密钥的方法见下方开发者的 README

  3. 点击这个按钮打开 VS Code

    在 VS Code 中打开

    VS Code 会请你确认安装，点击 Install

  4. 填写你的密钥

    在 MCP Task Orchestrator 的设置中，DATABASE_PATH, AGENT_CONFIG_DIR, MCP_TRANSPORT, MCP_HTTP_PORT, LOG_LEVEL, LOG_FILE, API_ALLOW_QUERY_TOKEN_FOR_SSE, API_ALLOW_UNAUTHENTICATED, API_AUTH_MODE, API_ENABLED, API_JWKS_ALGORITHMS, API_JWKS_ALLOW_INSECURE_URL, API_JWKS_AUDIENCE, API_JWKS_CACHE_TTL_SECONDS, API_JWKS_ISSUER, API_JWKS_MAX_STALE_SECONDS, API_JWKS_MAX_TOKEN_LIFETIME_SECONDS, API_JWKS_URL, API_REDACT_NOTE_ATTRIBUTION, API_SSE_AUTH_CHECK_INTERVAL_SECONDS, API_SSE_BUFFER_SIZE, API_TOKENS_PATH, CORS_ALLOWED_HEADERS, CORS_ALLOWED_METHODS, CORS_ALLOWED_ORIGINS, CORS_EXPOSE_HEADERS, CORS_MAX_AGE_SECONDS, DATABASE_BUSY_TIMEOUT_MS, DATABASE_MAX_CONNECTIONS, DATABASE_SHOW_SQL, DB_COMPACT_ON_UPGRADE, FLYWAY_REPAIR, FTS_INTEGRITY, MCP_ALLOWED_HOSTS, MCP_ALLOW_UNAUTHENTICATED, MCP_HTTP_HOST, MCP_SERVER_NAME, MCP_TOOL_PROFILE, READINESS_FILE, RESOURCE_LEASES_ENFORCED, RETENTION_AUDIT_EVENTS_DAYS, RETENTION_CALL_LOG_DAYS, RETENTION_EVENTS_DAYS, RETENTION_LEASE_HISTORY_DAYS, SCHEMA_MODE, UPGRADE_BACKUP 还是空的，填入你的密钥并保存

    只把密钥粘贴到应用的输入框里，不要粘贴到聊天中或发给任何人

  5. 在 VS Code 中以 Agent 模式打开 AI 聊天

  6. 试一试

    用 MCP Task Orchestrator 告诉我你能帮我做什么，然后做一件给我看

    ✓ 如果 VS Code 说正在使用 MCP Task Orchestrator，或回答中出现 MCP Task Orchestrator 的工具名称，就表示连接成功

菜单名称已于 2026年11月11日 对照 VS Code 帮助页面核实 · 你的界面可能因版本略有不同

其他支持 MCP 的应用（如 Windsurf、Zed、Gemini CLI）添加方式各不相同，请在应用列表中查看

查看所有支持 MCP 的应用 →

JSON 设置在下方“开发者专用”中

卡住了？问问正在用 MCP Task Orchestrator 的人💬 讨论 →
开发者专用：终端命令和 JSON 设置

安装在电脑上

Claude Code

claude mcp add task-orchestrator --env DATABASE_PATH=your-value --env AGENT_CONFIG_DIR=your-value --env MCP_TRANSPORT=your-value --env MCP_HTTP_PORT=your-value --env LOG_LEVEL=your-value --env LOG_FILE=your-value --env API_ALLOW_QUERY_TOKEN_FOR_SSE=your-value --env API_ALLOW_UNAUTHENTICATED=your-value --env API_AUTH_MODE=your-value --env API_ENABLED=your-value --env API_JWKS_ALGORITHMS=your-value --env API_JWKS_ALLOW_INSECURE_URL=your-value --env API_JWKS_AUDIENCE=your-value --env API_JWKS_CACHE_TTL_SECONDS=your-value --env API_JWKS_ISSUER=your-value --env API_JWKS_MAX_STALE_SECONDS=your-value --env API_JWKS_MAX_TOKEN_LIFETIME_SECONDS=your-value --env API_JWKS_URL=your-value --env API_REDACT_NOTE_ATTRIBUTION=your-value --env API_SSE_AUTH_CHECK_INTERVAL_SECONDS=your-value --env API_SSE_BUFFER_SIZE=your-value --env API_TOKENS_PATH=your-value --env CORS_ALLOWED_HEADERS=your-value --env CORS_ALLOWED_METHODS=your-value --env CORS_ALLOWED_ORIGINS=your-value --env CORS_EXPOSE_HEADERS=your-value --env CORS_MAX_AGE_SECONDS=your-value --env DATABASE_BUSY_TIMEOUT_MS=your-value --env DATABASE_MAX_CONNECTIONS=your-value --env DATABASE_SHOW_SQL=your-value --env DB_COMPACT_ON_UPGRADE=your-value --env FLYWAY_REPAIR=your-value --env FTS_INTEGRITY=your-value --env MCP_ALLOWED_HOSTS=your-value --env MCP_ALLOW_UNAUTHENTICATED=your-value --env MCP_HTTP_HOST=your-value --env MCP_SERVER_NAME=your-value --env MCP_TOOL_PROFILE=your-value --env READINESS_FILE=your-value --env RESOURCE_LEASES_ENFORCED=your-value --env RETENTION_AUDIT_EVENTS_DAYS=your-value --env RETENTION_CALL_LOG_DAYS=your-value --env RETENTION_EVENTS_DAYS=your-value --env RETENTION_LEASE_HISTORY_DAYS=your-value --env SCHEMA_MODE=your-value --env UPGRADE_BACKUP=your-value -- docker run -i --rm -e DATABASE_PATH -e AGENT_CONFIG_DIR -e MCP_TRANSPORT -e MCP_HTTP_PORT -e LOG_LEVEL -e LOG_FILE -e API_ALLOW_QUERY_TOKEN_FOR_SSE -e API_ALLOW_UNAUTHENTICATED -e API_AUTH_MODE -e API_ENABLED -e API_JWKS_ALGORITHMS -e API_JWKS_ALLOW_INSECURE_URL -e API_JWKS_AUDIENCE -e API_JWKS_CACHE_TTL_SECONDS -e API_JWKS_ISSUER -e API_JWKS_MAX_STALE_SECONDS -e API_JWKS_MAX_TOKEN_LIFETIME_SECONDS -e API_JWKS_URL -e API_REDACT_NOTE_ATTRIBUTION -e API_SSE_AUTH_CHECK_INTERVAL_SECONDS -e API_SSE_BUFFER_SIZE -e API_TOKENS_PATH -e CORS_ALLOWED_HEADERS -e CORS_ALLOWED_METHODS -e CORS_ALLOWED_ORIGINS -e CORS_EXPOSE_HEADERS -e CORS_MAX_AGE_SECONDS -e DATABASE_BUSY_TIMEOUT_MS -e DATABASE_MAX_CONNECTIONS -e DATABASE_SHOW_SQL -e DB_COMPACT_ON_UPGRADE -e FLYWAY_REPAIR -e FTS_INTEGRITY -e MCP_ALLOWED_HOSTS -e MCP_ALLOW_UNAUTHENTICATED -e MCP_HTTP_HOST -e MCP_SERVER_NAME -e MCP_TOOL_PROFILE -e READINESS_FILE -e RESOURCE_LEASES_ENFORCED -e RETENTION_AUDIT_EVENTS_DAYS -e RETENTION_CALL_LOG_DAYS -e RETENTION_EVENTS_DAYS -e RETENTION_LEASE_HISTORY_DAYS -e SCHEMA_MODE -e UPGRADE_BACKUP ghcr.io/jpicklyk/task-orchestrator:4.0.0

Claude Desktop (claude_desktop_config.json)

{
  "mcpServers": {
    "task-orchestrator": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "DATABASE_PATH",
        "-e",
        "AGENT_CONFIG_DIR",
        "-e",
        "MCP_TRANSPORT",
        "-e",
        "MCP_HTTP_PORT",
        "-e",
        "LOG_LEVEL",
        "-e",
        "LOG_FILE",
        "-e",
        "API_ALLOW_QUERY_TOKEN_FOR_SSE",
        "-e",
        "API_ALLOW_UNAUTHENTICATED",
        "-e",
        "API_AUTH_MODE",
        "-e",
        "API_ENABLED",
        "-e",
        "API_JWKS_ALGORITHMS",
        "-e",
        "API_JWKS_ALLOW_INSECURE_URL",
        "-e",
        "API_JWKS_AUDIENCE",
        "-e",
        "API_JWKS_CACHE_TTL_SECONDS",
        "-e",
        "API_JWKS_ISSUER",
        "-e",
        "API_JWKS_MAX_STALE_SECONDS",
        "-e",
        "API_JWKS_MAX_TOKEN_LIFETIME_SECONDS",
        "-e",
        "API_JWKS_URL",
        "-e",
        "API_REDACT_NOTE_ATTRIBUTION",
        "-e",
        "API_SSE_AUTH_CHECK_INTERVAL_SECONDS",
        "-e",
        "API_SSE_BUFFER_SIZE",
        "-e",
        "API_TOKENS_PATH",
        "-e",
        "CORS_ALLOWED_HEADERS",
        "-e",
        "CORS_ALLOWED_METHODS",
        "-e",
        "CORS_ALLOWED_ORIGINS",
        "-e",
        "CORS_EXPOSE_HEADERS",
        "-e",
        "CORS_MAX_AGE_SECONDS",
        "-e",
        "DATABASE_BUSY_TIMEOUT_MS",
        "-e",
        "DATABASE_MAX_CONNECTIONS",
        "-e",
        "DATABASE_SHOW_SQL",
        "-e",
        "DB_COMPACT_ON_UPGRADE",
        "-e",
        "FLYWAY_REPAIR",
        "-e",
        "FTS_INTEGRITY",
        "-e",
        "MCP_ALLOWED_HOSTS",
        "-e",
        "MCP_ALLOW_UNAUTHENTICATED",
        "-e",
        "MCP_HTTP_HOST",
        "-e",
        "MCP_SERVER_NAME",
        "-e",
        "MCP_TOOL_PROFILE",
        "-e",
        "READINESS_FILE",
        "-e",
        "RESOURCE_LEASES_ENFORCED",
        "-e",
        "RETENTION_AUDIT_EVENTS_DAYS",
        "-e",
        "RETENTION_CALL_LOG_DAYS",
        "-e",
        "RETENTION_EVENTS_DAYS",
        "-e",
        "RETENTION_LEASE_HISTORY_DAYS",
        "-e",
        "SCHEMA_MODE",
        "-e",
        "UPGRADE_BACKUP",
        "ghcr.io/jpicklyk/task-orchestrator:4.0.0"
      ],
      "env": {
        "DATABASE_PATH": "your-value",
        "AGENT_CONFIG_DIR": "your-value",
        "MCP_TRANSPORT": "your-value",
        "MCP_HTTP_PORT": "your-value",
        "LOG_LEVEL": "your-value",
        "LOG_FILE": "your-value",
        "API_ALLOW_QUERY_TOKEN_FOR_SSE": "your-value",
        "API_ALLOW_UNAUTHENTICATED": "your-value",
        "API_AUTH_MODE": "your-value",
        "API_ENABLED": "your-value",
        "API_JWKS_ALGORITHMS": "your-value",
        "API_JWKS_ALLOW_INSECURE_URL": "your-value",
        "API_JWKS_AUDIENCE": "your-value",
        "API_JWKS_CACHE_TTL_SECONDS": "your-value",
        "API_JWKS_ISSUER": "your-value",
        "API_JWKS_MAX_STALE_SECONDS": "your-value",
        "API_JWKS_MAX_TOKEN_LIFETIME_SECONDS": "your-value",
        "API_JWKS_URL": "your-value",
        "API_REDACT_NOTE_ATTRIBUTION": "your-value",
        "API_SSE_AUTH_CHECK_INTERVAL_SECONDS": "your-value",
        "API_SSE_BUFFER_SIZE": "your-value",
        "API_TOKENS_PATH": "your-value",
        "CORS_ALLOWED_HEADERS": "your-value",
        "CORS_ALLOWED_METHODS": "your-value",
        "CORS_ALLOWED_ORIGINS": "your-value",
        "CORS_EXPOSE_HEADERS": "your-value",
        "CORS_MAX_AGE_SECONDS": "your-value",
        "DATABASE_BUSY_TIMEOUT_MS": "your-value",
        "DATABASE_MAX_CONNECTIONS": "your-value",
        "DATABASE_SHOW_SQL": "your-value",
        "DB_COMPACT_ON_UPGRADE": "your-value",
        "FLYWAY_REPAIR": "your-value",
        "FTS_INTEGRITY": "your-value",
        "MCP_ALLOWED_HOSTS": "your-value",
        "MCP_ALLOW_UNAUTHENTICATED": "your-value",
        "MCP_HTTP_HOST": "your-value",
        "MCP_SERVER_NAME": "your-value",
        "MCP_TOOL_PROFILE": "your-value",
        "READINESS_FILE": "your-value",
        "RESOURCE_LEASES_ENFORCED": "your-value",
        "RETENTION_AUDIT_EVENTS_DAYS": "your-value",
        "RETENTION_CALL_LOG_DAYS": "your-value",
        "RETENTION_EVENTS_DAYS": "your-value",
        "RETENTION_LEASE_HISTORY_DAYS": "your-value",
        "SCHEMA_MODE": "your-value",
        "UPGRADE_BACKUP": "your-value"
      }
    }
  }
}

Cursor (~/.cursor/mcp.json)

{
  "mcpServers": {
    "task-orchestrator": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "DATABASE_PATH",
        "-e",
        "AGENT_CONFIG_DIR",
        "-e",
        "MCP_TRANSPORT",
        "-e",
        "MCP_HTTP_PORT",
        "-e",
        "LOG_LEVEL",
        "-e",
        "LOG_FILE",
        "-e",
        "API_ALLOW_QUERY_TOKEN_FOR_SSE",
        "-e",
        "API_ALLOW_UNAUTHENTICATED",
        "-e",
        "API_AUTH_MODE",
        "-e",
        "API_ENABLED",
        "-e",
        "API_JWKS_ALGORITHMS",
        "-e",
        "API_JWKS_ALLOW_INSECURE_URL",
        "-e",
        "API_JWKS_AUDIENCE",
        "-e",
        "API_JWKS_CACHE_TTL_SECONDS",
        "-e",
        "API_JWKS_ISSUER",
        "-e",
        "API_JWKS_MAX_STALE_SECONDS",
        "-e",
        "API_JWKS_MAX_TOKEN_LIFETIME_SECONDS",
        "-e",
        "API_JWKS_URL",
        "-e",
        "API_REDACT_NOTE_ATTRIBUTION",
        "-e",
        "API_SSE_AUTH_CHECK_INTERVAL_SECONDS",
        "-e",
        "API_SSE_BUFFER_SIZE",
        "-e",
        "API_TOKENS_PATH",
        "-e",
        "CORS_ALLOWED_HEADERS",
        "-e",
        "CORS_ALLOWED_METHODS",
        "-e",
        "CORS_ALLOWED_ORIGINS",
        "-e",
        "CORS_EXPOSE_HEADERS",
        "-e",
        "CORS_MAX_AGE_SECONDS",
        "-e",
        "DATABASE_BUSY_TIMEOUT_MS",
        "-e",
        "DATABASE_MAX_CONNECTIONS",
        "-e",
        "DATABASE_SHOW_SQL",
        "-e",
        "DB_COMPACT_ON_UPGRADE",
        "-e",
        "FLYWAY_REPAIR",
        "-e",
        "FTS_INTEGRITY",
        "-e",
        "MCP_ALLOWED_HOSTS",
        "-e",
        "MCP_ALLOW_UNAUTHENTICATED",
        "-e",
        "MCP_HTTP_HOST",
        "-e",
        "MCP_SERVER_NAME",
        "-e",
        "MCP_TOOL_PROFILE",
        "-e",
        "READINESS_FILE",
        "-e",
        "RESOURCE_LEASES_ENFORCED",
        "-e",
        "RETENTION_AUDIT_EVENTS_DAYS",
        "-e",
        "RETENTION_CALL_LOG_DAYS",
        "-e",
        "RETENTION_EVENTS_DAYS",
        "-e",
        "RETENTION_LEASE_HISTORY_DAYS",
        "-e",
        "SCHEMA_MODE",
        "-e",
        "UPGRADE_BACKUP",
        "ghcr.io/jpicklyk/task-orchestrator:4.0.0"
      ],
      "env": {
        "DATABASE_PATH": "your-value",
        "AGENT_CONFIG_DIR": "your-value",
        "MCP_TRANSPORT": "your-value",
        "MCP_HTTP_PORT": "your-value",
        "LOG_LEVEL": "your-value",
        "LOG_FILE": "your-value",
        "API_ALLOW_QUERY_TOKEN_FOR_SSE": "your-value",
        "API_ALLOW_UNAUTHENTICATED": "your-value",
        "API_AUTH_MODE": "your-value",
        "API_ENABLED": "your-value",
        "API_JWKS_ALGORITHMS": "your-value",
        "API_JWKS_ALLOW_INSECURE_URL": "your-value",
        "API_JWKS_AUDIENCE": "your-value",
        "API_JWKS_CACHE_TTL_SECONDS": "your-value",
        "API_JWKS_ISSUER": "your-value",
        "API_JWKS_MAX_STALE_SECONDS": "your-value",
        "API_JWKS_MAX_TOKEN_LIFETIME_SECONDS": "your-value",
        "API_JWKS_URL": "your-value",
        "API_REDACT_NOTE_ATTRIBUTION": "your-value",
        "API_SSE_AUTH_CHECK_INTERVAL_SECONDS": "your-value",
        "API_SSE_BUFFER_SIZE": "your-value",
        "API_TOKENS_PATH": "your-value",
        "CORS_ALLOWED_HEADERS": "your-value",
        "CORS_ALLOWED_METHODS": "your-value",
        "CORS_ALLOWED_ORIGINS": "your-value",
        "CORS_EXPOSE_HEADERS": "your-value",
        "CORS_MAX_AGE_SECONDS": "your-value",
        "DATABASE_BUSY_TIMEOUT_MS": "your-value",
        "DATABASE_MAX_CONNECTIONS": "your-value",
        "DATABASE_SHOW_SQL": "your-value",
        "DB_COMPACT_ON_UPGRADE": "your-value",
        "FLYWAY_REPAIR": "your-value",
        "FTS_INTEGRITY": "your-value",
        "MCP_ALLOWED_HOSTS": "your-value",
        "MCP_ALLOW_UNAUTHENTICATED": "your-value",
        "MCP_HTTP_HOST": "your-value",
        "MCP_SERVER_NAME": "your-value",
        "MCP_TOOL_PROFILE": "your-value",
        "READINESS_FILE": "your-value",
        "RESOURCE_LEASES_ENFORCED": "your-value",
        "RETENTION_AUDIT_EVENTS_DAYS": "your-value",
        "RETENTION_CALL_LOG_DAYS": "your-value",
        "RETENTION_EVENTS_DAYS": "your-value",
        "RETENTION_LEASE_HISTORY_DAYS": "your-value",
        "SCHEMA_MODE": "your-value",
        "UPGRADE_BACKUP": "your-value"
      }
    }
  }
}

VS Code (mcp.json)

{
  "servers": {
    "task-orchestrator": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "DATABASE_PATH",
        "-e",
        "AGENT_CONFIG_DIR",
        "-e",
        "MCP_TRANSPORT",
        "-e",
        "MCP_HTTP_PORT",
        "-e",
        "LOG_LEVEL",
        "-e",
        "LOG_FILE",
        "-e",
        "API_ALLOW_QUERY_TOKEN_FOR_SSE",
        "-e",
        "API_ALLOW_UNAUTHENTICATED",
        "-e",
        "API_AUTH_MODE",
        "-e",
        "API_ENABLED",
        "-e",
        "API_JWKS_ALGORITHMS",
        "-e",
        "API_JWKS_ALLOW_INSECURE_URL",
        "-e",
        "API_JWKS_AUDIENCE",
        "-e",
        "API_JWKS_CACHE_TTL_SECONDS",
        "-e",
        "API_JWKS_ISSUER",
        "-e",
        "API_JWKS_MAX_STALE_SECONDS",
        "-e",
        "API_JWKS_MAX_TOKEN_LIFETIME_SECONDS",
        "-e",
        "API_JWKS_URL",
        "-e",
        "API_REDACT_NOTE_ATTRIBUTION",
        "-e",
        "API_SSE_AUTH_CHECK_INTERVAL_SECONDS",
        "-e",
        "API_SSE_BUFFER_SIZE",
        "-e",
        "API_TOKENS_PATH",
        "-e",
        "CORS_ALLOWED_HEADERS",
        "-e",
        "CORS_ALLOWED_METHODS",
        "-e",
        "CORS_ALLOWED_ORIGINS",
        "-e",
        "CORS_EXPOSE_HEADERS",
        "-e",
        "CORS_MAX_AGE_SECONDS",
        "-e",
        "DATABASE_BUSY_TIMEOUT_MS",
        "-e",
        "DATABASE_MAX_CONNECTIONS",
        "-e",
        "DATABASE_SHOW_SQL",
        "-e",
        "DB_COMPACT_ON_UPGRADE",
        "-e",
        "FLYWAY_REPAIR",
        "-e",
        "FTS_INTEGRITY",
        "-e",
        "MCP_ALLOWED_HOSTS",
        "-e",
        "MCP_ALLOW_UNAUTHENTICATED",
        "-e",
        "MCP_HTTP_HOST",
        "-e",
        "MCP_SERVER_NAME",
        "-e",
        "MCP_TOOL_PROFILE",
        "-e",
        "READINESS_FILE",
        "-e",
        "RESOURCE_LEASES_ENFORCED",
        "-e",
        "RETENTION_AUDIT_EVENTS_DAYS",
        "-e",
        "RETENTION_CALL_LOG_DAYS",
        "-e",
        "RETENTION_EVENTS_DAYS",
        "-e",
        "RETENTION_LEASE_HISTORY_DAYS",
        "-e",
        "SCHEMA_MODE",
        "-e",
        "UPGRADE_BACKUP",
        "ghcr.io/jpicklyk/task-orchestrator:4.0.0"
      ],
      "env": {
        "DATABASE_PATH": "your-value",
        "AGENT_CONFIG_DIR": "your-value",
        "MCP_TRANSPORT": "your-value",
        "MCP_HTTP_PORT": "your-value",
        "LOG_LEVEL": "your-value",
        "LOG_FILE": "your-value",
        "API_ALLOW_QUERY_TOKEN_FOR_SSE": "your-value",
        "API_ALLOW_UNAUTHENTICATED": "your-value",
        "API_AUTH_MODE": "your-value",
        "API_ENABLED": "your-value",
        "API_JWKS_ALGORITHMS": "your-value",
        "API_JWKS_ALLOW_INSECURE_URL": "your-value",
        "API_JWKS_AUDIENCE": "your-value",
        "API_JWKS_CACHE_TTL_SECONDS": "your-value",
        "API_JWKS_ISSUER": "your-value",
        "API_JWKS_MAX_STALE_SECONDS": "your-value",
        "API_JWKS_MAX_TOKEN_LIFETIME_SECONDS": "your-value",
        "API_JWKS_URL": "your-value",
        "API_REDACT_NOTE_ATTRIBUTION": "your-value",
        "API_SSE_AUTH_CHECK_INTERVAL_SECONDS": "your-value",
        "API_SSE_BUFFER_SIZE": "your-value",
        "API_TOKENS_PATH": "your-value",
        "CORS_ALLOWED_HEADERS": "your-value",
        "CORS_ALLOWED_METHODS": "your-value",
        "CORS_ALLOWED_ORIGINS": "your-value",
        "CORS_EXPOSE_HEADERS": "your-value",
        "CORS_MAX_AGE_SECONDS": "your-value",
        "DATABASE_BUSY_TIMEOUT_MS": "your-value",
        "DATABASE_MAX_CONNECTIONS": "your-value",
        "DATABASE_SHOW_SQL": "your-value",
        "DB_COMPACT_ON_UPGRADE": "your-value",
        "FLYWAY_REPAIR": "your-value",
        "FTS_INTEGRITY": "your-value",
        "MCP_ALLOWED_HOSTS": "your-value",
        "MCP_ALLOW_UNAUTHENTICATED": "your-value",
        "MCP_HTTP_HOST": "your-value",
        "MCP_SERVER_NAME": "your-value",
        "MCP_TOOL_PROFILE": "your-value",
        "READINESS_FILE": "your-value",
        "RESOURCE_LEASES_ENFORCED": "your-value",
        "RETENTION_AUDIT_EVENTS_DAYS": "your-value",
        "RETENTION_CALL_LOG_DAYS": "your-value",
        "RETENTION_EVENTS_DAYS": "your-value",
        "RETENTION_LEASE_HISTORY_DAYS": "your-value",
        "SCHEMA_MODE": "your-value",
        "UPGRADE_BACKUP": "your-value"
      }
    }
  }
}

需要你填写的值

  • DATABASE_PATH env
    SQLite database file path (default: data/current-tasks.db)
  • AGENT_CONFIG_DIR env
    Directory containing .taskorchestrator/config.yaml for workflow schemas (default: working dir)
  • MCP_TRANSPORT env
    Transport mode: stdio (default) or http
  • MCP_HTTP_PORT env
    HTTP port when using http transport (default: 3001)
  • LOG_LEVEL env
    Logging level: DEBUG, INFO, WARN, ERROR (default: INFO)
  • LOG_FILE env
    Optional log file path. Unset (default) disables file logging; logs are always JSON on stderr.
  • API_ALLOW_QUERY_TOKEN_FOR_SSE env
    Allow ?token= auth for SSE (browser EventSource workaround) (default: false)
  • API_ALLOW_UNAUTHENTICATED env
    Confirm flag required alongside API_AUTH_MODE=none (default: false)
  • API_AUTH_MODE env
    REST API auth mode: bearer, jwks, or none (with API_ALLOW_UNAUTHENTICATED=true). Required when API_ENABLED=true
  • API_ENABLED env
    Master REST API switch; set true to register /api/v1/* routes (default: false)
  • API_JWKS_ALGORITHMS env
    Comma-separated JWT algorithm allowlist for jwks mode (e.g. RS256,EdDSA)
  • API_JWKS_ALLOW_INSECURE_URL env
    Loopback-only opt-in to fetch API_JWKS_URL over plaintext http (default: false)
  • API_JWKS_AUDIENCE env
    Expected aud claim value in JWTs (jwks mode)
  • API_JWKS_CACHE_TTL_SECONDS env
    JWKS key cache TTL in seconds (default: 300)
  • API_JWKS_ISSUER env
    Expected iss claim value in JWTs (jwks mode)
  • API_JWKS_MAX_STALE_SECONDS env
    Oldest a cached key set may be and still be served after a failed refresh (default: max(3600, TTL))
  • API_JWKS_MAX_TOKEN_LIFETIME_SECONDS env
    Maximum accepted token lifetime in seconds (default: 86400)
  • API_JWKS_URL env
    JWKS endpoint URL (jwks mode); must be https and resolve to public addresses
  • API_REDACT_NOTE_ATTRIBUTION env
    Redact actor/verification on notes for non-admin callers (default: true)
  • API_SSE_AUTH_CHECK_INTERVAL_SECONDS env
    Interval for token-expiry checks on open SSE connections (default: 30)
  • API_SSE_BUFFER_SIZE env
    Last-Event-ID replay window in event ids (default: 1000; 0 = no replay)
  • API_TOKENS_PATH env
    Path to the bearer token YAML secret file (default: /run/secrets/api-tokens.yaml)
  • CORS_ALLOWED_HEADERS env
    Comma-separated CORS request headers allowlist
  • CORS_ALLOWED_METHODS env
    Comma-separated CORS methods allowlist
  • CORS_ALLOWED_ORIGINS env
    Comma-separated allowed CORS origins; empty means no cross-origin access
  • CORS_EXPOSE_HEADERS env
    Comma-separated response headers browser clients may read
  • CORS_MAX_AGE_SECONDS env
    CORS preflight cache duration in seconds (default: 3600)
  • DATABASE_BUSY_TIMEOUT_MS env
    SQLite busy timeout for startup paths in milliseconds (default: 5000, floor 100)
  • DATABASE_MAX_CONNECTIONS env
    Read-pool connection count (default: 10, clamped to 1-64)
  • DATABASE_SHOW_SQL env
    Log every SQL statement at DEBUG (default: false)
  • DB_COMPACT_ON_UPGRADE env
    Run the one-time post-upgrade startup compaction (default: true; false opts out)
  • FLYWAY_REPAIR env
    Run Flyway repair and exit (default: false)
  • FTS_INTEGRITY env
    FTS5 integrity check at startup: startup (default) or off
  • MCP_ALLOWED_HOSTS env
    Comma-separated Host header allowlist extending the loopback defaults (HTTP transport)
  • MCP_ALLOW_UNAUTHENTICATED env
    Opt in to MCP_TRANSPORT=http with API_ENABLED=false, serving /mcp as the local principal (default: false)
  • MCP_HTTP_HOST env
    Bind address when using http transport (default: 0.0.0.0)
  • MCP_SERVER_NAME env
    Service name reported in MCP identity and REST service metadata (default: mcp-task-orchestrator-current)
  • MCP_TOOL_PROFILE env
    Tool profile over stdio: orchestration (default), knowledge, or director
  • READINESS_FILE env
    Readiness marker file touched once startup succeeds (default: /tmp/mcp-task-orchestrator.ready)
  • RESOURCE_LEASES_ENFORCED env
    Deployment-wide kill switch for the resource-lease gate (default: true)
  • RETENTION_AUDIT_EVENTS_DAYS env
    Days to keep audit-class events rows (default: 0 = forever)
  • RETENTION_CALL_LOG_DAYS env
    Days to keep folded call_log rows (default: 90)
  • RETENTION_EVENTS_DAYS env
    Days to keep activity-class events rows (default: 180)
  • RETENTION_LEASE_HISTORY_DAYS env
    Days to keep closed resource_lease_history intervals (default: 365)
  • SCHEMA_MODE env
    Schema phase: migrate (default) applies pending migrations; validate refuses pending or future versions
  • UPGRADE_BACKUP env
    Verified pre-upgrade copy of a 3.x database ( .pre-4.0. .bak) taken before its first 4.0 migration; a failed copy fails startup. Set false to skip (default: true)

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同，请以 README 为准。

一览

每周下载量i
不在 npm/PyPI 上
许可证i
未注明许可证
连接方式
在你的电脑上运行
最新版本i
4.0.0
发布到注册中心i
2026年11月10日
代码最后更新i
2026年11月10日
作者
jpicklyk
软件包
oci: ghcr.io/jpicklyk/task-orchestrator:4.0.0
注册状态
活跃

哪些应用可以使用它

依据这个服务器的连接方式和各应用自己的文档，检查于 2026年11月10日。

在你的电脑上运行，适用于

ClaudeGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatRaycast

全部应用及其优缺点 →

它能做什么

它在你的电脑上运行；安装后，工具列表会显示在你的 AI 应用中。

基础检查i

我们检查的是任何人都能看到的信息；我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月11日

  • ✓ 通过

    作者与仓库一致

    注册名称已通过 GitHub 账户 jpicklyk 验证，该账户拥有此仓库

  • ✓ 通过

    仍在维护

    代码最后更新于昨天

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • – 不适用

    端点有响应

    它在你的电脑上运行，没有互联网端点

  • – 不适用

    使用 OAuth 登录

    在你的电脑上运行，改用本地设置

  • … 尚未检查

    工具描述中没有隐藏指令

    它在你的电脑上运行；我们只能读取互联网端点的工具列表

讨论

提问、分享技巧或报告无法使用。按“有帮助”数量排序。

还没有帖子，欢迎第一个提问或分享。

此处内容由用户撰写，不代表 PopNx 团队。

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与“文档、表格与办公”中的其他服务器比较i

  • 星标数多于此分类中其他 3746 个服务器的 99%
  • 发布到注册中心的时间比此分类中其他 3746 个服务器的 91% 更新
  • 基础检查结果等于或优于此分类中其他 3746 个服务器的 100%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时，星标数才计入。

常见问题

MCP Task Orchestrator 安全吗？

它在 2 项适用的基础检查中通过了 2 项。我们没有阅读代码。在添加密钥或令牌之前，请先看看这个服务器要求哪些权限，并使用只具备所需权限的密钥。

它需要哪些密钥或代码？

注册中心没有列出必需的密钥，不过有些服务器会在首次使用时要求你登录。

它在我的电脑上运行还是在云端？

它在你的电脑上运行。你的 AI 应用会在需要时启动它，数据不会经过作者的服务器（除非它自己调用在线服务）。

它还在维护吗？

GitHub 仓库最后更新于昨天，最新版本（4.0.0）于昨天进入注册中心。

哪些应用可以使用它？

支持 MCP 的应用，例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Docker。

有什么可以替代它？

同一分类中有：Puter MCP, XcodeBuildMCP, XcodeBuildMCP

替代选择

同一分类中其他作者的服务器，按星标数排序。

如何看卡片：↓ 每周下载量i★ GitHub 星标i三大支柱：评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

Puter MCP

Puter MCP enables AI tools to interact with Puter: manage files, websites, workers, and more

作者：HeyPuter广泛使用★ 4.4万5个月前更新

在云端运行✓ puter.com
安装

XcodeBuildMCP

XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities.

作者：getsentry广泛使用↓ 13万/周★ 65624个月前更新

在你的电脑上运行✓ xcodebuildmcp.com
安装

XcodeBuildMCP

XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities.

作者：cameroncooke广泛使用↓ 13万/周★ 655814个月前更新

在你的电脑上运行
安装

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

MCP Task Orchestrator

Server-enforced workflow discipline for AI agents.

Prompt-based frameworks hope the LLM follows instructions. This one blocks the call if it doesn't.

Task Orchestrator is an MCP server that gives AI coding agents a persistent work item graph with quality gates enforced by the server, not the prompt. It is built for developers running multi-agent or multi-session coding workflows: an orchestrator dispatching sub-agents, a fresh session picking up yesterday's work, or an autonomous loop draining a backlog. It ships as a Docker image, works with any MCP client, and has an optional Claude Code plugin that adds skills and hooks on top.

New here? Start with the [illustrated field guide](https://jpicklyk.github.io/task-orchestrator/field-guide/). It explains the ideas on this page in short visual pages, several of them interactive: fire triggers at a phase gate, click a work breakdown through its dependencies, and watch a schema resolve.

The Problem

Multi-agent workflows need infrastructure the model doesn't provide. When an orchestrator dispatches sub-agents across sessions, there's no built-in way to enforce what documentation must exist before work starts, track which agent made which change, or guarantee dependency ordering across a work breakdown. These are structural concerns — they belong in the server, not in prompts.

Task Orchestrator puts them in the server. If a required design note isn't filled, advance returns an error naming the missing note. If an upstream dependency isn't complete, the transition is blocked. Every transition and note records who made it. A new session recovers the full state in one call instead of replaying a conversation. And the rules are YAML config, not hardcoded prompts - change them without changing code.

What It Looks Like

Morning — new session, new agent, zero context:

Agent: items_read(select="context") → 2 items in work, 1 blocked, 1 stalled (missing implementation-notes) Agent: items_read(select="history", since="2026-01-14T17:00:00Z") → Recent transitions show orchestrator-1 dispatched 3 sub-agents yesterday

Agent: advance(ops=[{ op: "transition", itemId: "a3f28c01", trigger: "start" }]) -> gate_blocked: "Item a3f28c01-... is missing 1 required notes." (detail.missing: requirements)

Agent: notes_write(ops=[{ op: "upsert", itemId: "a3f28c01", key: "requirements", role: "queue", body: "Validate email format, enforce password complexity..." }]) -> results[0]: { ok: true, id: "...", version: 1, created: true }

Agent: advance(ops=[{ op: "transition", itemId: "a3f28c01", trigger: "start" }]) → queue → work. Caller recorded. No context rebuilding.

Quick Start

Prerequisite: Docker installed and running.

1. Register the server

The simplest setup is a per-session STDIO container: no port, no daemon, no REST API. Add it to your project's .mcp.json:

{

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

Claude Code users can register the same shape from the CLI instead:

claude mcp add-json mcp-task-orchestrator '{

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

Restart your client. The server creates its SQLite database on first run. Without a config file every tool works in schema-free mode: no gates, no required notes. Add schemas when you want enforcement.

2. Enable workflow schemas

Create .taskorchestrator/config.yaml in your project (see Workflow Enforcement for an example, or use the plugin's /task-orchestrator:manage-schemas skill) and mount that folder into the container:

{

"mcpServers": { "mcp-task-orchestrator": { "command": "docker", "args": [ "run", "--rm", "-i", "-v", "mcp-task-data:/app/data", "-v", "/absolute/path/to/your/project/.taskorchestrator:/project/.taskorchestrator:ro", "-e", "AGENT_CONFIG_DIR=/project", "ghcr.io/jpicklyk/task-orchestrator:latest" ] } } }

At every start the server imports the mounted file into its database (the server-config-import boot step) and then serves the stored copy; editing the file takes effect on the next restart. If several containers share one data volume but mount different files, the last one to boot wins; use step 3 for multi-project setups.

Use an absolute host path. Claude Code's .mcp.json expands only environment variables (${VAR} and ${VAR:-default}), so editor-style placeholders such as ${workspaceFolder} are not substituted. Only the .taskorchestrator/ folder is exposed; the server has no access to the rest of your project.

3. Multi-project setup (HTTP + config-sync)

If you work across several repositories, run one persistent server with the REST API enabled. Each project's .taskorchestrator/config.yaml then syncs into it automatically through the plugin's config-sync hook: no per-project container, no manual mount, and config changes hot-reload without a restart. The plugin's /task-orchestrator:configure-server skill renders this setup interactively; the manual equivalent is:

docker pull ghcr.io/jpicklyk/task-orchestrator:latest

docker run -d --name mcp-task-orchestrator-http --restart unless-stopped \ -v mcp-task-data:/app/data \ -e MCP_TRANSPORT=http -e API_ENABLED=true -e API_AUTH_MODE=none -e API_ALLOW_UNAUTHENTICATED=true \ -p 127.0.0.1:3001:3001 \ ghcr.io/jpicklyk/task-orchestrator:latest

Register it in .mcp.json using the HTTP shape:

{

"mcpServers": { "mcp-task-orchestrator": { "type": "http", "url": "http://localhost:3001/mcp" } } }

And export the client-side variable that tells config-sync where the server is (without it, config-sync silently does nothing):

export TASK_ORCHESTRATOR_API_URL=http://localhost:3001

Alternatively, a client.json (apiUrl only, no token) supplies the URL. Project-mode /task-orchestrator:init writes it beside the project config, only for a loopback server and only as a bare origin with no path, query or fragment (add .taskorchestrator/client.json to .gitignore, the URL is machine-specific); /task-orchestrator:init --user writes the user-level file, which works for any host. The order is the environment variable, then the project-level file, then the user-level file. /task-orchestrator:init sets up a project root for the current directory, and /task-orchestrator:init --user creates a personal root that serves every directory without its own config.

SECURITY: unauthenticated mode (REST and /mcp alike) means anyone who can reach the port has full

read/write/delete access, as the single local principal. This is only safe because the port is published loopback-only (-p 127.0.0.1:3001:3001).

Never publish it on 0.0.0.0 or a wider interface. For shared or networked deployments use bearer

tokens or JWKS auth — see Fleet Deployment.

Prefer to run without Docker? CONTRIBUTING.md covers building the fat JAR from source.

Core Capabilities

The Phase Model

Every work item has a role: queue (not started), work (in progress), review (optional, opt-in per schema), blocked (an upstream dependency is unmet), and terminal (done or cancelled). Each role maps to one or more configurable statuses. Agents move items with the advance tool's transition op rather than editing status directly, and that call is where every gate is checked. Schemas attach note requirements to roles: a note declared with role: queue must exist before the item can leave the queue phase.

Illustrated: Phase Gates draws the roles and triggers as a track and includes a gate simulator.

Workflow Enforcement

Schemas define what agents must produce at each phase, and the server blocks progression until it's done. They also set a planning floor: when an agent enters plan mode, the schema tells it what documentation must exist before implementation can start, shaping the plan itself.

# .taskorchestrator/config.yaml

work_item_schemas: feature-task: notes:

  • key: requirements role: queue required: true description: "Acceptance criteria before starting" guidance: "Cover: problem statement, acceptance criteria, alternatives considered, test strategy." skill: "spec-quality"
  • key: implementation-notes role: work required: true description: "What was built and why"

With this schema, advance transition with trigger: "start" from queue requires requirements to be filled. The server returns a gate_blocked error listing exactly which notes are missing.

The guidance field provides authoring instructions surfaced at the right moment: when an agent is about to fill that note, the response names it as guidanceKey (with the skillPointer when the note names a skill), and items_read schema returns the text. The skill field goes further, naming a skill the agent should invoke before filling the note so the evaluation follows a defined framework rather than freeform prose.

Composable Traits

Traits add cross-cutting note requirements to any schema without duplicating definitions. Define a trait once, apply it to any item type:

traits:

needs-security-review: notes:

  • key: security-assessment role: review required: true description: "Security review of auth, data handling, and access control" skill: "security-review"

work_item_schemas: feature-task: default_traits:

  • needs-security-review notes:

... base notes

Every feature-task item automatically inherits the security-assessment requirement. Traits can also be applied per item via the traits array of an items_write create or update, so a task touching authentication gets needs-security-review while a CSS cleanup doesn't.

Illustrated: Schemas and Traits shows how a type, its default traits and per-item traits resolve into one gate. Seats covers splitting a phase between several agents.

Persistent Work Item Graph

Everything is a WorkItem in a hierarchical graph. Items nest to any depth and are connected by typed dependency edges. Create an entire work breakdown atomically:

{ "ops": [{

"op": "create_tree", "root": { "title": "User Authentication", "type": "feature-task" }, "children": [ { "ref": "schema", "title": "Database schema", "type": "feature-task" }, { "ref": "api", "title": "Login API", "type": "feature-task" }, { "ref": "tests", "title": "Integration tests", "type": "feature-task" } ], "deps": [ { "from": "schema", "

只显示了开头部分；其余内容请在仓库中阅读