Hugging Face MCP Server

Hugging Face MCP Server

An MCP server that provides Hugging Face Hub API and Search endpoints through multiple transport protocols (STDIO, SSE, StreamableHTTP, and StreamableHTTPJson), enabling integration with AI model capabilities.

Category
访问服务器

README

hf-mcp-server packages

Quick Guide

This repo contains:

  • (/mcp) MCP Implementations of Hub API and Search endpoints for integration with MCP Servers.
  • (/app) An MCP Server and Web Application for deploying endpoints.

MCP Server

The following transports are supported:

  • STDIO
  • SSE (To be deprecated, but still commonly deployed).
  • StreamableHTTP
  • StreamableHTTP in Stateless JSON Mode (StreamableHTTPJson)

The Web Application and HTTP Transports start by default on Port 3000.

SSE and StreamableHTTP services are available at /sse and /mcp respectively. Although though not strictly enforced by the specification this is common convention.

[!TIP] The Web Application allows you to switch tools on and off. For STDIO, SSE and StreamableHTTP this will send a ToolListChangedNotification to the MCP Client. In StreamableHTTPJSON mode the tool will not be listed when the client next requests the tool lists.

Development

This project uses pnpm for build and development.

pnpm run clean -> clean build artifacts

pnpm run build -> build packages

pnpm run start -> start the mcp server application

pnpm run buildrun -> clean, build and start

pnpm run dev -> concurrently watch mcp and start dev server with HMR

Docker Build

Build the image:

docker build -t hf-mcp-server .

Run with default settings (Streaming HTTP JSON Mode), Dashboard on Port 3000:

docker run --rm -p 3000:3000 -e DEFAULT_HF_TOKEN=hf_xxx hf-mcp-server

Run STDIO MCP Server:

docker run -i --rm -e TRANSPORT=stdio -p 3000:3000 -e DEFAULT_HF_TOKEN=hf_xxx hf-mcp-server

TRANSPORT can be stdio, sse, streamingHttp or streamingHttpJson (default).

Transport Endpoints

The different transport types use the following endpoints:

  • SSE: /sse (with message endpoint at /message)
  • Streamable HTTP: /mcp (regular or JSON mode)
  • STDIO: Uses stdin/stdout directly, no HTTP endpoint

Stateful Connection Management

The sse and streamingHttp transports are both stateful - they maintain a connection with the MCP Client through an SSE connection. When using these transports, the following configuration options take effect:

Environment Variable Default Description
MCP_CLIENT_HEARTBEAT_INTERVAL 30000ms How often to check SSE connection health
MCP_CLIENT_CONNECTION_CHECK 90000ms How often to check for stale sessions
MCP_CLIENT_CONNECTION_TIMEOUT 300000ms Remove sessions inactive for this duration
MCP_PING_ENABLED true Enable ping keep-alive for sessions
MCP_PING_INTERVAL 30000ms Interval between ping cycles

Environment Variables

The server respects the following environment variables:

  • TRANSPORT: The transport type to use (stdio, sse, streamableHttp, or streamableHttpJson)
  • DEFAULT_HF_TOKEN: ⚠️ Requests are serviced with the HF_TOKEN received in the Authorization: Bearer header. The DEFAULT_HF_TOKEN is used if no header was sent. Only set this in Development / Test environments or for local STDIO Deployments. ⚠️
  • If running with stdio transport, HF_TOKEN is used if DEFAULT_HF_TOKEN is not set.
  • HF_API_TIMEOUT: Timeout for Hugging Face API requests in milliseconds (default: 12500ms / 12.5 seconds)
  • USER_CONFIG_API: URL to use for User settings (defaults to Local front-end)
  • MCP_STRICT_COMPLIANCE: set to True for GET 405 rejects in JSON Mode (default serves a welcome page).

推荐服务器

Baidu Map

Baidu Map

百度地图核心API现已全面兼容MCP协议,是国内首家兼容MCP协议的地图服务商。

官方
精选
JavaScript
Playwright MCP Server

Playwright MCP Server

一个模型上下文协议服务器,它使大型语言模型能够通过结构化的可访问性快照与网页进行交互,而无需视觉模型或屏幕截图。

官方
精选
TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

一个由人工智能驱动的工具,可以从自然语言描述生成现代化的用户界面组件,并与流行的集成开发环境(IDE)集成,从而简化用户界面开发流程。

官方
精选
本地
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

通过模型上下文协议启用与 Audiense Insights 账户的交互,从而促进营销洞察和受众数据的提取和分析,包括人口统计信息、行为和影响者互动。

官方
精选
本地
TypeScript
VeyraX

VeyraX

一个单一的 MCP 工具,连接你所有喜爱的工具:Gmail、日历以及其他 40 多个工具。

官方
精选
本地
graphlit-mcp-server

graphlit-mcp-server

模型上下文协议 (MCP) 服务器实现了 MCP 客户端与 Graphlit 服务之间的集成。 除了网络爬取之外,还可以将任何内容(从 Slack 到 Gmail 再到播客订阅源)导入到 Graphlit 项目中,然后从 MCP 客户端检索相关内容。

官方
精选
TypeScript
Kagi MCP Server

Kagi MCP Server

一个 MCP 服务器,集成了 Kagi 搜索功能和 Claude AI,使 Claude 能够在回答需要最新信息的问题时执行实时网络搜索。

官方
精选
Python
e2b-mcp-server

e2b-mcp-server

使用 MCP 通过 e2b 运行代码。

官方
精选
Neon MCP Server

Neon MCP Server

用于与 Neon 管理 API 和数据库交互的 MCP 服务器

官方
精选
Exa MCP Server

Exa MCP Server

模型上下文协议(MCP)服务器允许像 Claude 这样的 AI 助手使用 Exa AI 搜索 API 进行网络搜索。这种设置允许 AI 模型以安全和受控的方式获取实时的网络信息。

官方
精选