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MCP HuggingFetch

MCP HuggingFetch

by freefish1218

MCP HuggingFace Fast Download Tool

npm version npm downloads

⚡ High-speed HuggingFace model downloads with concurrent downloading, resume support, and intelligent retry - 3-5x faster than traditional methods. Supports Claude Desktop, Claude Code, Cursor, VS Code, and other clients.

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📋 Quick Setup

Claude Desktop

Add to claude_desktop_config.json:

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

Claude Code

Add to .claude/claude_config.json:

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

Cursor / VS Code (Continue Extension)

Add to config.json:

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

Related MCP server: mcp-hfspace MCP Server

🔑 Get HuggingFace Token

  1. Visit HuggingFace Settings

  2. Create a new Access Token

  3. Copy the token to HUGGINGFACE_TOKEN in the above configuration

🛠 Usage

After configuration, use the following features directly in conversations:

📋 List Files

View and filter repository files:

List JSON files in the 2Noise/ChatTTS repository

🔍 Explore Repository

Understand repository structure:

Explore the directory structure of microsoft/DialoGPT-medium

🔎 Search Files

Find specific files by name:

Search for config files in openai/whisper-large-v3

📥 Download Models

Selectively download required files:

Please download the ChatTTS model to ./models directory
Download microsoft/DialoGPT-medium model, only .bin files
Download openai/whisper-large-v3 model, exclude test files

📝 Available Tools

File Listing (list_huggingface_files)

List and filter repository files with pattern matching and sorting.

Parameter

Type

Description

Default

repo_id

string

HuggingFace repository ID

-

revision

string

Git branch/tag

"main"

pattern

string

File filter pattern (glob)

-

exclude

string

Exclusion pattern

-

max_files

number

Maximum files to return

100

sort

string

Sort by: name, size, type

"name"

Repository Explorer (explore_huggingface_repo)

Explore repository structure and get hierarchical file tree.

Parameter

Type

Description

Default

repo_id

string

HuggingFace repository ID

-

revision

string

Git branch/tag

"main"

max_depth

number

Maximum scan depth

3

tree_view

boolean

Generate ASCII tree view

false

Search files by name or pattern within repository.

Parameter

Type

Description

Default

repo_id

string

HuggingFace repository ID

-

query

string

Search keyword or pattern

-

revision

string

Git branch/tag

"main"

max_results

number

Maximum results to return

50

Download Tool Options (download_huggingface_model)

Parameter

Type

Description

Example

repo_id

string

HuggingFace repository ID

"2Noise/ChatTTS"

download_dir

string

Download directory

"./models"

files

array

Specific file list

["model.bin", "config.json"]

allow_patterns

string/array

Include patterns

"*.json" or ["*.pt", "*.bin"]

ignore_patterns

string/array

Exclude patterns

"test_*" or ["*.onnx", "test_*"]

revision

string

Git branch/tag

"main", "v1.0"

force_redownload

boolean

Force re-download

true, false

🔧 Environment Variables

Variable

Required

Default

Description

HUGGINGFACE_TOKEN

✅

-

HuggingFace access token

HUGGINGFETCH_DOWNLOAD_DIR

❌

~/Downloads/huggingface_models

Default download directory

HF_HOME

❌

~/.cache/huggingface

Cache directory

LOG_LEVEL

❌

info

Log level (debug, info, warn, error)

❓ FAQ

Q: Token authentication failed, what should I do?
A: Check if HUGGINGFACE_TOKEN is correctly set, ensure the token is valid and has sufficient permissions.

Q: Download speed is slow, what can I do?
A: The tool supports resume downloads and concurrent downloading. Network issues may cause slow speeds, automatic retry will occur.

Q: How to download private models?
A: Ensure your HuggingFace account has access permissions and use a valid token.

Q: What file formats are supported?
A: All file formats on HuggingFace are supported, including .pt, .bin, .safetensors, .json, .txt, etc.

🏗 Development

Prerequisites

  • Node.js 18+

  • npm or yarn

Installation

git clone https://github.com/freefish1218/mcp-huggingfetch.git
cd mcp-huggingfetch
npm install

Development Commands

npm run dev          # Run with file watching
npm start           # Run the MCP server
npm run test:basic  # Run basic functionality tests
npm test            # Run Jest unit tests
npm run lint        # Check code style
npm run lint:fix    # Auto-fix linting issues

Release Commands

npm run release:patch  # Release patch version (1.0.0 -> 1.0.1)
npm run release:minor  # Release minor version (1.0.0 -> 1.1.0)
npm run release:major  # Release major version (1.0.0 -> 2.0.0)

The release scripts will automatically:

  • Run tests and linting

  • Update version number

  • Create git tag

  • Push to GitHub

  • Publish to npm

For more details, see Release Guide

Building

npm run build       # Build single binary
npm run build:all   # Build for all platforms (Linux, macOS, Windows)

📄 License

MIT License - see LICENSE file for details.

🤝 Contributing

Contributions are welcome! Please see CONTRIBUTING.md for guidelines.

Available Tools

4 tools
download_huggingface_modelC

⚡ 高速下载 HuggingFace 模型到本地

Inputs: repo_id (required), download_dir, revision, pattern, +5 more.

explore_huggingface_repoB

探索 HuggingFace 仓库的目录结构,返回层级化的文件树

Inputs: repo_id (required), revision, max_depth, tree_view.

list_huggingface_filesC

列出 HuggingFace 仓库中的文件,支持过滤和排序

Inputs: repo_id (required), revision, pattern, exclude, +3 more.

search_huggingface_filesC

在 HuggingFace 仓库中搜索特定文件

Inputs: repo_id (required), query (required), revision, max_results.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    B3.2/5.0

    Scored across 4 tools

    Disambiguation3/5

    The tools have overlapping purposes that could cause confusion. 'explore_huggingface_repo' and 'list_huggingface_files' both deal with repository file listings, though 'explore' emphasizes hierarchical structure while 'list' focuses on filtering and sorting. 'search_huggingface_files' is distinct for searching, but the boundary between listing and exploring is unclear without more context in descriptions.

    Naming Consistency5/5

    Tool names follow a highly consistent verb_noun pattern with 'huggingface' as a common prefix. All tools use snake_case and start with an action verb (download, explore, list, search) followed by the target noun, making them predictable and easy to understand.

    Tool Count4/5

    Four tools is a reasonable number for a server focused on HuggingFace operations, covering downloading, exploring, listing, and searching. It's slightly thin but well-scoped for basic interactions, with no obvious bloat or missing core functions given the domain.

    Completeness3/5

    The tool set covers key operations for accessing HuggingFace repositories but has notable gaps. There's no support for uploading, updating, or deleting models/files, and no tools for model inference or metadata retrieval, which are common in HuggingFace workflows. This limits agents to read-only and download tasks.

    Maintenance

    ActivityInactive
    ResponsivenessNo recent community issues

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