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Clipforge

Clipforge is an MCP server that adds tools to AI assistants such as Claude Desktop, Claude Code and Cursor. ClipForge（原『带货剪手』/ daihuo-jianshou）：开源 AI 带货短视频神器——上传一张商品图，AI 自动提炼卖点 + 写种草脚本 + 锁定商品原图不变形 + 配画面/配音/字幕，一键产出抖音小店 / 快手 / 小红书 / TikTok Shop 卖货短视频。0… It has 934 GitHub stars, is released under the AGPL-3.0 license and runs locally with docker run -i --rm ghcr.io/xixihhhh/clipforge.

github.com/xixihhhh/clipforge (opens in a new tab)

  • Other
  • AGPL-3.0
  • Actively maintained
View on GitHub (opens in a new tab)

Install Clipforge

Generated from the server's published package. Replace your-value with your own values.

Claude Desktop

claude_desktop_config.json
{
  "mcpServers": {
    "clipforge": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/xixihhhh/clipforge"
      ]
    }
  }
}

Settings > Developer > Edit Config. macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\. Restart Claude Desktop afterwards.

Claude Code

claude mcp add --transport stdio clipforge -- docker run -i --rm ghcr.io/xixihhhh/clipforge

Cursor

.cursor/mcp.json
{
  "mcpServers": {
    "clipforge": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/xixihhhh/clipforge"
      ]
    }
  }
}

Project file; use ~/.cursor/mcp.json to enable it in every project.

VS Code

.vscode/mcp.json
{
  "servers": {
    "clipforge": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/xixihhhh/clipforge"
      ]
    }
  }
}

Config formats checked against the official docs on Oct 7, 2026: modelcontextprotocol.io (opens in a new tab), code.claude.com (opens in a new tab), cursor.com (opens in a new tab), code.visualstudio.com (opens in a new tab).

About Clipforge

把一张商品图，变成会出单的卖货短视频。 上传商品图 → AI 提炼卖点 · 写种草脚本 · 锁定商品原图不变形 · 配音 + 字幕 + BGM → 几十秒产出能直接发抖音小店 / 快手 / 小红书 / 视频号 / TikTok Shop 的带货视频。一个人一天出几十条 · 0 成本批量 · 开源无水印。 📌 原『带货剪手 / daihuo-jianshou』，仓库 · Star · 历史全部延续；也支持「一句话主题成片」做任意非带货题材。

  • aigc
  • ecommerce
  • ffmpeg
  • nextjs
  • short-video
  • text-to-video
  • tiktok
  • ai-ugc
  • ai-video-creator
  • ai-video-generator

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FAQ

Clipforge FAQ

Still curious? Email info@appsgit.com.

What is Clipforge?

Clipforge is an MCP server that adds tools to AI assistants such as Claude Desktop, Claude Code and Cursor. ClipForge（原『带货剪手』/ daihuo-jianshou）：开源 AI 带货短视频神器——上传一张商品图，AI 自动提炼卖点 + 写种草脚本 + 锁定商品原图不变形 + 配画面/配音/字幕，一键产出抖音小店 / 快手 / 小红书 / TikTok Shop 卖货短视频。0… It has 934 GitHub stars, is released under the AGPL-3.0 license and runs locally with docker run -i --rm ghcr.io/xixihhhh/clipforge. The source code is at github.com/xixihhhh/clipforge.

How do I install the Clipforge MCP server?

Add the command docker run -i --rm ghcr.io/xixihhhh/clipforge to your MCP client: put it in claude_desktop_config.json for Claude Desktop, run claude mcp add for Claude Code, or add it to .cursor/mcp.json (Cursor) or .vscode/mcp.json (VS Code). The snippets on this page are ready to paste.

Is Clipforge free?

The server is open source under the AGPL-3.0 license, so running it is free. It does not declare any required API key.

Is Clipforge actively maintained?

The most recent commit was on Sep 23, 2026. The latest release is v0.9.7, published Sep 16, 2026. appsgit only lists MCP servers with a commit in the last six months and re-checks every server daily.