diff --git a/.cursor-plugin/marketplace.json b/.cursor-plugin/marketplace.json
index f0c3bd371..0b7fe0c3c 100644
--- a/.cursor-plugin/marketplace.json
+++ b/.cursor-plugin/marketplace.json
@@ -543,6 +543,11 @@
       "source": "third_party/square",
       "description": "Work with payments, orders, catalog, customers, and invoices."
     },
+    {
+      "name": "qwen-image",
+      "source": "third_party/qwen-image",
+      "description": "Generate or edit Qwen Image pictures through Ace Data Cloud and retrieve completed results."
+    },
     {
       "name": "tailscale",
       "source": "third_party/tailscale",
diff --git a/README.md b/README.md
index 886849908..de819e411 100644
--- a/README.md
+++ b/README.md
@@ -100,6 +100,7 @@ Official Cursor plugins for popular developer tools, frameworks, and SaaS produc
 | `zoho-desk` | [Zoho Desk](third_party/zoho-desk/) | Cursor | Integrations | Work with tickets, contacts, tasks, and knowledge base articles in Zoho Desk. |
 | `zoho-books` | [Zoho Books](third_party/zoho-books/) | Cursor | Integrations | Work with contacts, invoices, estimates, and items in Zoho Books. |
 | `square` | [Square](third_party/square/) | Cursor | Integrations | Work with payments, orders, catalog, customers, and invoices. |
+| `qwen-image` | [Qwen Image](third_party/qwen-image/) | Ace Data Cloud Dev | Integrations | Generate or edit Qwen Image pictures through Ace Data Cloud and retrieve completed results. |
 | `tailscale` | [Tailscale](third_party/tailscale/) | Cursor | Integrations | Let Grok Bot reach MCP servers on your private Tailscale network. On your own tailnet it joins as one tag:grokbot device; on your team's company tailnet, turned on by a team admin, it uses each member's own device. |
 | `highlevel` | [HighLevel](third_party/highlevel/) | Cursor | Integrations | Work with contacts, conversations, opportunities, calendars, and payments. |
 | `finary` | [Finary](third_party/finary/) | Cursor | Integrations | Read your net worth, accounts, holdings, spending, and budgets. |
diff --git a/third_party/qwen-image/.cursor-plugin/plugin.json b/third_party/qwen-image/.cursor-plugin/plugin.json
new file mode 100644
index 000000000..c1d206cf2
--- /dev/null
+++ b/third_party/qwen-image/.cursor-plugin/plugin.json
@@ -0,0 +1,32 @@
+{
+  "name": "qwen-image",
+  "displayName": "Qwen Image",
+  "version": "1.0.1",
+  "minClientVersions": {
+    "cursor": "3.13.0"
+  },
+  "description": "Generate or edit Qwen Image pictures through Ace Data Cloud and retrieve completed results.",
+  "author": {
+    "name": "Ace Data Cloud Dev",
+    "email": "dev@acedata.cloud"
+  },
+  "homepage": "https://platform.acedata.cloud/models",
+  "repository": "https://github.com/AceDataCloud/QwenImageCursor",
+  "license": "MIT",
+  "logo": "assets/logo.png",
+  "keywords": ["qwen image", "qwen", "image generation", "acedatacloud", "mcp"],
+  "category": "integrations",
+  "tags": ["qwen", "image", "mcp"],
+  "variables": {
+    "type": "object",
+    "properties": {
+      "ACEDATACLOUD_API_TOKEN": {
+        "type": "string",
+        "title": "Ace Data Cloud API token",
+        "description": "Service API key from https://platform.acedata.cloud/console/applications with Qwen Image access."
+      }
+    },
+    "required": ["ACEDATACLOUD_API_TOKEN"]
+  },
+  "mcpServers": "./mcp.json"
+}
diff --git a/third_party/qwen-image/CHANGELOG.md b/third_party/qwen-image/CHANGELOG.md
new file mode 100644
index 000000000..bf0b8023b
--- /dev/null
+++ b/third_party/qwen-image/CHANGELOG.md
@@ -0,0 +1,10 @@
+# Changelog
+
+## 1.0.1
+
+- Reuse the existing hosted Qwen Image MCP instead of bundling a local Node server. The hosted server exposes generation, editing, model listing, and same-task retrieval tools.
+- Clarify that `finished_at: null` remains pending even if an interim response says `success: false`.
+
+## 1.0.0
+
+- Initial Qwen Image Cursor plugin with a small local MCP server for generation and same-task retrieval.
diff --git a/third_party/qwen-image/LICENSE b/third_party/qwen-image/LICENSE
new file mode 100644
index 000000000..64bb5cfce
--- /dev/null
+++ b/third_party/qwen-image/LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2026 Ace Data Cloud
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/third_party/qwen-image/README.md b/third_party/qwen-image/README.md
new file mode 100644
index 000000000..264a56fe8
--- /dev/null
+++ b/third_party/qwen-image/README.md
@@ -0,0 +1,57 @@
+# Qwen Image for Cursor
+
+Generate and edit Qwen Image pictures through [Ace Data Cloud](https://platform.acedata.cloud?utm_source=opensource&utm_medium=referral&utm_campaign=evergreen&utm_content=qwen_image_cursor_shared_readme_platform_en) in Cursor. This focused plugin reuses the existing hosted Qwen Image MCP for generation, editing, model listing, and same-task retrieval. The live MCP schemas define available actions and arguments.
+
+[简体中文教程](readme/README_zh_Hans.md) · [Copyable first-run prompt](examples/first-image.md) · [Current pricing](https://platform.acedata.cloud/models?utm_source=opensource&utm_medium=referral&utm_campaign=evergreen&utm_content=qwen_image_cursor_shared_readme_pricing_en)
+
+## 1. Install
+
+In Cursor 3.24, open **Customize → Browse Marketplace**, search for **Qwen Image**, confirm the **Ace Data Cloud Dev** author and Qwen Image logo, then click **Add**. Earlier Cursor versions may put Plugins under Settings. If the official listing is not live, copy this directory to `~/.cursor/plugins/local/qwen-image/`, then open **Customize → Plugins** and confirm the **Local** label. Local installation does not prove Marketplace publication.
+
+## 2. Get the right API key
+
+1. Sign in at [Ace Data Cloud Applications](https://platform.acedata.cloud/console/applications?utm_source=opensource&utm_medium=referral&utm_campaign=evergreen&utm_content=qwen_image_cursor_shared_readme_api_key_en).
+2. Open **General application** or a Qwen Image-specific application. Copy an existing service API key, or use **Manage Keys → Create** for a separate Cursor key.
+3. Check Qwen Image access, [current pricing](https://platform.acedata.cloud/models?utm_source=opensource&utm_medium=referral&utm_campaign=evergreen&utm_content=qwen_image_cursor_shared_readme_pricing_en), and balance. If **Allowed APIs** restrictions are enabled, include both `/qwen-image/images` and `/qwen-image/tasks`.
+
+Use a service API key, not a platform management token. Do not put it in prompts or repository files.
+
+## 3. Configure the plugin
+
+Open **Customize → Plugins → Qwen Image → Configure**, paste the key string into **Ace Data Cloud API token**, and click **Save**. Wait for Save to finish, then reopen Configure to confirm a masked value. Team administrators can configure the same variable in **Dashboard → Plugins → Configure**. Cursor uses `ACEDATACLOUD_API_TOKEN` in the hosted MCP Authorization header; the plugin adds `Bearer ` itself.
+
+The transport is hosted HTTP; no local Node server is required:
+
+```json
+{
+  "mcpServers": {
+    "qwen-image": {
+      "type": "http",
+      "url": "https://qwen-image.mcp.acedata.cloud/mcp",
+      "headers": {"Authorization": "Bearer ${ACEDATACLOUD_API_TOKEN}"}
+    }
+  }
+}
+```
+
+## 4. Make and retrieve the first image
+
+Paste the [first-image prompt](examples/first-image.md) into Cursor Agent. It checks `qwen_image_list_models`, then requests one `qwen_image_generate` call with model `qwen-image-3.0` when available, size `1024*1024`, count `1`, and no watermark. Use the live tool schema for supported values.
+
+The paid generation returns a task ID while work may still be pending. Keep it. Call `qwen_image_get_task` with that **same** ID until `finished_at` is non-null. While `finished_at` is null, continue querying even if `response.success` is false. Once finished, `response.success: true` includes `response.data[].image_url`; `false` is a terminal failure. If the chat is interrupted, begin a new chat with “Query Qwen Image task <task_id>; do not generate again.” Open the returned HTTPS image and check it.
+
+In **Ace Data Cloud → Usage/Billing**, match the one generation to its deducted Credits record. Task queries do not submit another generation. The plugin is free; API calls follow current service pricing.
+
+## Troubleshooting
+
+| Symptom | Action |
+| --- | --- |
+| Plugin not listed | Check the exact Qwen Image entry and author. A local plugin is separate from the public Marketplace. |
+| MCP is not connected | Check the saved key and hosted endpoint, then reconnect the plugin. The plugin needs no local runtime. |
+| 401 or 403 | Check the service key, expiration, Qwen Image access, balance, and both Allowed APIs. Paste only the key, without `Bearer `. If the same key works through the Ace API but Cursor reports an invalid token, confirm Save finished and restart Cursor before retrying a read-only task query. |
+| Invalid model or size | Use a currently supported model and `WIDTH*HEIGHT` size such as `1024*1024`. |
+| Pending or interrupted task | Query the original task ID; do not regenerate to poll. |
+| Timeout or 5xx | Check the task and usage history before deciding whether another paid request is needed. |
+| Image URL fails | Check terminal success and use the URL returned by that task. |
+
+[Source](https://github.com/AceDataCloud/QwenImageCursor) · [Report a problem](https://github.com/AceDataCloud/QwenImageCursor/issues) · dev@acedata.cloud. The logo reuses the existing Ace Data Cloud Qwen Image integration asset. This is a tool plugin; it does not register a Cursor chat-model provider.
diff --git a/third_party/qwen-image/assets/logo.png b/third_party/qwen-image/assets/logo.png
new file mode 100644
index 000000000..8a17e05d7
Binary files /dev/null and b/third_party/qwen-image/assets/logo.png differ
diff --git a/third_party/qwen-image/examples/first-image.md b/third_party/qwen-image/examples/first-image.md
new file mode 100644
index 000000000..3f5e7323c
--- /dev/null
+++ b/third_party/qwen-image/examples/first-image.md
@@ -0,0 +1,5 @@
+# First Qwen Image result
+
+Copy this into Cursor Agent after installing the plugin and configuring its API key. The prompt contains no credential.
+
+> Use the Qwen Image plugin to make one 1024×1024 image of a single blue paper sphere on a cream background, as a clean studio product photograph with no text. Check `qwen_image_list_models`; use `qwen-image-3.0`, `n: 1`, and `watermark: false` if available to this account. Call `qwen_image_generate` only once, save its task ID, then use `qwen_image_get_task` with the same ID until `finished_at` is non-null. A `response.success: false` while `finished_at` is null is still pending; do not generate again to poll. On completion, open the returned HTTPS image URL and tell me the original task ID. If it is still pending, give me that ID so I can resume.
diff --git a/third_party/qwen-image/mcp.json b/third_party/qwen-image/mcp.json
new file mode 100644
index 000000000..fb6cddd65
--- /dev/null
+++ b/third_party/qwen-image/mcp.json
@@ -0,0 +1,11 @@
+{
+  "mcpServers": {
+    "qwen-image": {
+      "type": "http",
+      "url": "https://qwen-image.mcp.acedata.cloud/mcp",
+      "headers": {
+        "Authorization": "Bearer ${ACEDATACLOUD_API_TOKEN}"
+      }
+    }
+  }
+}
diff --git a/third_party/qwen-image/readme/README_zh_Hans.md b/third_party/qwen-image/readme/README_zh_Hans.md
new file mode 100644
index 000000000..30ac59ccd
--- /dev/null
+++ b/third_party/qwen-image/readme/README_zh_Hans.md
@@ -0,0 +1,45 @@
+# Cursor Qwen Image 插件
+
+通过 [Ace Data Cloud](https://platform.acedata.cloud?utm_source=opensource&utm_medium=referral&utm_campaign=evergreen&utm_content=qwen_image_cursor_shared_readme_platform_zh_hans) 在 Cursor 中生成或编辑 Qwen Image 图片。插件复用现有托管 Qwen Image MCP，提供生成、编辑、模型列表及同任务查询工具；可用参数以在线工具 schema 为准。
+
+[English guide](../README.md) · [可复制的首跑提示词](../examples/first-image.md) · [当前价格](https://platform.acedata.cloud/models?utm_source=opensource&utm_medium=referral&utm_campaign=evergreen&utm_content=qwen_image_cursor_shared_readme_pricing_zh_hans)
+
+## 1. 安装
+
+在 Cursor 3.24 打开 **Customize → Browse Marketplace**，搜索 **Qwen Image**，确认作者 **Ace Data Cloud Dev** 和服务图标，再点击 **Add**。较早版本可能将 Plugins 放在 Settings。官方条目尚未出现时，可把本目录复制到 `~/.cursor/plugins/local/qwen-image/`，再到 **Customize → Plugins** 查看 **Local** 标签；本地安装不代表 Marketplace 已上架。
+
+## 2. 获取服务 API Key
+
+1. 登录 [Ace Data Cloud 应用管理](https://platform.acedata.cloud/console/applications?utm_source=opensource&utm_medium=referral&utm_campaign=evergreen&utm_content=qwen_image_cursor_shared_readme_api_key_zh_hans)。
+2. 打开 **General application** 或 Qwen Image 专用应用，复制已有服务 Key；也可通过 **Manage Keys → Create** 新建 Cursor 专用 Key。
+3. 确认 Qwen Image 权限、[当前价格](https://platform.acedata.cloud/models?utm_source=opensource&utm_medium=referral&utm_campaign=evergreen&utm_content=qwen_image_cursor_shared_readme_pricing_zh_hans)和余额。若启用了 **Allowed APIs**，同时允许 `/qwen-image/images` 和 `/qwen-image/tasks`。
+
+使用服务 API Key，不要使用平台管理 token；也不要把 Key 写进提示词或仓库。
+
+## 3. 配置插件
+
+打开 **Customize → Plugins → Qwen Image → Configure**，将 Key 原文填入 **Ace Data Cloud API token** 并点击 **Save**。等待保存完成，重新打开 Configure，确认字段显示遮蔽值。团队管理员也可通过 **Dashboard → Plugins → Configure** 配置同一变量。Cursor 将 `ACEDATACLOUD_API_TOKEN` 用于托管 MCP 的 Authorization 请求头；插件自行加上 `Bearer ` 前缀。
+
+插件通过 `https://qwen-image.mcp.acedata.cloud/mcp` 连接托管 HTTP MCP，无需本地 Node 服务。若工具没有出现，检查 Key 并重连插件。
+
+## 4. 生成并取回首张图片
+
+在 Cursor Agent 中复制[首跑提示词](../examples/first-image.md)。它先查询 `qwen_image_list_models`，再调用一次 `qwen_image_generate`；账户可用时选 `qwen-image-3.0`、尺寸 `1024*1024`、数量 `1`、无水印。实际参数以在线工具 schema 为准。
+
+付费生成可能先返回 task ID，此时图片仍在处理。保存这个 ID，沿同一 ID 调用 `qwen_image_get_task`，直到 `finished_at` 非空。`finished_at` 为 null 时，即使 `response.success` 为 false 也要继续查同一任务；结束后 `response.success: true` 的结果包含 `response.data[].image_url`，false 才是终态失败。聊天中断时新开聊天说“查询 Qwen Image 任务 <task_id>，不要重新生成”。打开最终 HTTPS 图片检查。
+
+到 **Ace Data Cloud → Usage/Billing** 核对这一次生成对应的 Credits 扣费。任务查询不会再提交生成。插件免费，API 调用按当前服务价格计费。
+
+## 排障
+
+| 现象 | 处理 |
+| --- | --- |
+| 找不到插件 | 核对 Qwen Image 条目和作者；本地插件与官方市场是两条渠道。 |
+| MCP 未连接 | 检查保存的 Key 与托管端点，重连插件；无需本地运行时。 |
+| 401 或 403 | 检查服务 Key、有效期、权限、余额和两个 Allowed APIs；配置值不要带 `Bearer `。若同一 Key 直连 Ace API 成功而 Cursor 仍报 token invalid，确认 Save 已完成，重启 Cursor 后先重试旧任务只读查询。 |
+| 模型或尺寸错误 | 用当前支持的模型，尺寸写成 `WIDTH*HEIGHT`，例如 `1024*1024`。 |
+| pending 或任务中断 | 沿原 task ID 查询，不要为轮询再次生成。 |
+| 超时或 5xx | 先检查原任务和用量记录，再决定是否需要另一笔付费请求。 |
+| 图片无法打开 | 确认终态成功，使用该任务最终返回的地址。 |
+
+[源码](https://github.com/AceDataCloud/QwenImageCursor) · [问题反馈](https://github.com/AceDataCloud/QwenImageCursor/issues) · dev@acedata.cloud。图标复用 Ace Data Cloud 现有 Qwen Image 集成资源。本插件提供工具，不注册 Cursor 聊天模型 Provider。
diff --git a/third_party/qwen-image/skills/qwen-image/SKILL.md b/third_party/qwen-image/skills/qwen-image/SKILL.md
new file mode 100644
index 000000000..485788b2d
--- /dev/null
+++ b/third_party/qwen-image/skills/qwen-image/SKILL.md
@@ -0,0 +1,15 @@
+---
+name: qwen-image
+description: Generate or edit Qwen Image pictures through Ace Data Cloud in Cursor and resume an existing Qwen Image task. Use when the user asks for a Qwen Image result.
+---
+
+# Qwen Image in Cursor
+
+Use the existing Ace Data Cloud hosted Qwen Image MCP. Its live tool schemas are the source of truth for available models, arguments, and results.
+
+1. Check [current pricing and balance](https://platform.acedata.cloud/models), confirm Qwen Image access, and use `qwen_image_list_models` when the requested model is unclear.
+2. Call `qwen_image_generate` or `qwen_image_edit` once for the requested paid action. Keep the returned task ID even if the result is still pending.
+3. Call `qwen_image_get_task` with that same ID until `finished_at` is non-null. An interim `response.success: false` with `finished_at: null` is still pending. Once finished, inspect `response.success`; after an interruption, resume with the old ID and never generate again just to poll.
+4. On success, open a returned `response.data[].image_url` HTTPS link and report the task ID and result. A pending response is not a finished image.
+
+The API key is configured in **Customize → Plugins → Qwen Image → Configure** as `ACEDATACLOUD_API_TOKEN`. Do not place it in chat or files. See the [first-run guide](../../README.md).