MCP HuggingFetch

MCP HuggingFetch

Enables users to download HuggingFace models through natural language requests with support for file filtering, size limits, and custom download directories. Supports various AI development environments including Claude Desktop, VS Code, and Cursor.

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README

MCP HuggingFace 下载工具

通过 MCP 协议快速下载 HuggingFace 模型的工具，支持 Claude Desktop、Claude Code、Cursor、VS Code 等客户端。

📋 快速配置

Claude Desktop

在 claude_desktop_config.json 中添加：

{
  "mcpServers": {
    "huggingfetch": {
      "command": "npx",
      "args": ["-y", "mcp-huggingfetch"],
      "env": {
        "HUGGINGFACE_TOKEN": "your_token_here"
      }
    }
  }
}

Claude Code

在 .claude/claude_config.json 中添加：

{
  "mcpServers": {
    "huggingfetch": {
      "command": "npx",
      "args": ["-y", "mcp-huggingfetch"],
      "env": {
        "HUGGINGFACE_TOKEN": "your_token_here",
        "HUGGINGFETCH_DOWNLOAD_DIR": "./models"
      }
    }
  }
}

Cursor / VS Code (Continue 插件)

在 config.json 中添加：

{
  "mcp": [
    {
      "name": "huggingfetch",
      "command": "npx",
      "args": ["-y", "mcp-huggingfetch"],
      "env": {
        "HUGGINGFACE_TOKEN": "your_token_here"
      }
    }
  ]
}

🔑 获取 HuggingFace Token

  1. 访问 HuggingFace Settings
  2. 创建新的 Access Token
  3. 将 token 复制到上述配置中的 HUGGINGFACE_TOKEN

🛠 使用方法

配置完成后，直接在对话中请求下载模型：

请帮我下载 ChatTTS 模型到 ./models 目录

下载 microsoft/DialoGPT-medium 模型，只要 .bin 文件

下载 openai/whisper-large-v3 模型，排除测试文件

📝 支持的下载选项

参数 类型 说明 示例
repo_id string HuggingFace 仓库 ID "2Noise/ChatTTS"
download_dir string 下载目录 "./models"
files array 指定文件列表 ["model.bin", "config.json"]
file_types array 文件类型过滤 [".pt", ".bin", ".safetensors"]
include_pattern string/array 包含模式 "*.json" 或 ["*.pt", "*.bin"]
exclude_pattern string/array 排除模式 "test_*" 或 ["*.onnx", "test_*"]
max_file_size string 最大文件大小 "500MB", "1GB"
min_file_size string 最小文件大小 "1KB", "10MB"
revision string Git 分支/标签 "main", "v1.0"

🔧 环境变量配置

变量 必需 默认值 说明
HUGGINGFACE_TOKEN ✅ - HuggingFace 访问令牌
HUGGINGFETCH_DOWNLOAD_DIR ❌ ~/Downloads/huggingface_models 默认下载目录
HF_HOME ❌ ~/.cache/huggingface 缓存目录
LOG_LEVEL ❌ info 日志级别 (debug, info, warn, error)

❓ 常见问题

Q: Token 认证失败怎么办？
A: 检查 HUGGINGFACE_TOKEN 是否正确设置，确保 token 有效且有足够权限。

Q: 下载速度慢怎么办？
A: 工具支持断点续传和并发下载，网络问题可能导致速度慢，会自动重试。

Q: 如何下载私有模型？
A: 确保您的 HuggingFace 账户有访问权限，并使用有效的 token。

Q: 支持哪些文件格式？
A: 支持所有 HuggingFace 上的文件格式，包括 .pt, .bin, .safetensors, .json, .txt 等。

📖 项目地址

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