3,400+ MCP servers ready to use
Vinkius

Hugging Face MCP Server for WindsurfGive Windsurf instant access to 15 tools to Check Hf Status, Get Account, Get Dataset, and more

Built by Vinkius GDPR 15 Tools IDE

Windsurf brings agentic AI coding to a purpose-built IDE. Connect Hugging Face through Vinkius and Cascade will auto-discover every tool. ask questions, generate code, and act on live data without leaving your editor.

Use with Your AI Agent

Ask AI about this App Connector for Windsurf

Open in ChatGPT Open in Claude Open in Perplexity

The Hugging Face app connector for Windsurf is a standout in the Loved By Devs category — giving your AI agent 15 tools to work with, ready to go from day one.

Vinkius delivers Streamable HTTP and SSE to any MCP client

RecommendedModern Approach — Zero Configuration

Vinkius Desktop App

The modern way to manage MCP Servers — no config files, no terminal commands. Install Hugging Face and 3,400+ MCP Servers from a single visual interface.

Vinkius Desktop InterfaceVinkius Desktop InterfaceVinkius Desktop InterfaceVinkius Desktop Interface
Download Free Open SourceNo signup required
Classic Setup·json
{
  "mcpServers": {
    "hugging-face-alternative": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}
Hugging Face
Fully ManagedVinkius Servers
60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
V8 IsolateSandboxed
Ed25519Audit chain
<40msKill switch
Stream every event to Splunk, Datadog, or your own webhook in real-time

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About Hugging Face MCP Server

Connect your Hugging Face account to any AI agent and interact with the Hub through natural conversation.

Windsurf's Cascade agent chains multiple Hugging Face tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste Vinkius Edge URL, reload, and all 15 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.

What you can do

  • Model Discovery — Search models by keyword, author, or pipeline task
  • Dataset Exploration — Browse and inspect dataset schemas and metadata
  • Spaces — Search and view interactive ML demo applications
  • Collections — List curated groups of models, datasets, and Spaces
  • Inference — Run any hosted model: text generation, classification, summarization
  • Account — View your profile, orgs, and token scopes
  • Health Check — Verify API connectivity

The Hugging Face MCP Server exposes 15 tools through the Vinkius. Connect it to Windsurf in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 15 Hugging Face tools available for Windsurf

When Windsurf connects to Hugging Face through Vinkius, your AI agent gets direct access to every tool listed below — spanning machine-learning, model-discovery, datasets, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.

check_hf_status

Verify API connectivity

get_account

Get account info

get_dataset

Get dataset details

get_model

Get model details

get_space

Get Space details

list_collections

List curated collections

list_datasets

Search datasets

list_models

Search models on Hugging Face Hub

list_models_by_author

List models by author

list_models_by_task

) sorted by downloads. List models by task

list_spaces

Search Spaces

run_inference

Run model inference

run_summarization

Summarize text

run_text_classification

Classify text

run_text_generation

Generate text with a model

Connect Hugging Face to Windsurf via MCP

Follow these steps to wire Hugging Face into Windsurf. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.

01

Open MCP Settings

Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
02

Add the server

Paste the JSON configuration above into mcp_config.json
03

Save and reload

Windsurf will detect the new server automatically
04

Start using Hugging Face

Open Cascade and ask: "Using Hugging Face, help me...". 15 tools available

Why Use Windsurf with the Hugging Face MCP Server

Windsurf provides unique advantages when paired with Hugging Face through the Model Context Protocol.

01

Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention

02

Purpose-built for agentic workflows. Cascade understands context across your entire codebase and integrates MCP tools natively

03

JSON-based configuration means zero code changes: paste a URL, reload, and all 15 tools are immediately available

04

Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts

Hugging Face + Windsurf Use Cases

Practical scenarios where Windsurf combined with the Hugging Face MCP Server delivers measurable value.

01

Automated code generation: ask Cascade to fetch data from Hugging Face and generate models, types, or handlers based on real API responses

02

Live debugging: query Hugging Face tools mid-session to inspect production data while debugging without leaving the editor

03

Documentation generation: pull schema information from Hugging Face and have Cascade generate comprehensive API docs automatically

04

Rapid prototyping: combine Hugging Face data with Cascade's code generation to scaffold entire features in minutes

Example Prompts for Hugging Face in Windsurf

Ready-to-use prompts you can give your Windsurf agent to start working with Hugging Face immediately.

01

"Find the top text generation models."

02

"Generate text with mistralai/Mistral-7B: 'Explain quantum computing in simple terms'."

03

"Search datasets about sentiment analysis."

Troubleshooting Hugging Face MCP Server with Windsurf

Common issues when connecting Hugging Face to Windsurf through the Vinkius, and how to resolve them.

01

Server not connecting

Check Settings → MCP for the server status. Try toggling it off and on.

Hugging Face + Windsurf FAQ

Common questions about integrating Hugging Face MCP Server with Windsurf.

01

How does Windsurf discover MCP tools?

Windsurf reads the mcp_config.json file on startup and connects to each configured server via Streamable HTTP. Tools are listed in the MCP panel and available to Cascade automatically.
02

Can Cascade chain multiple MCP tool calls?

Yes. Cascade is an agentic system. it can plan and execute multi-step workflows, calling several tools in sequence to accomplish complex tasks without manual prompting between steps.
03

Does Windsurf support multiple MCP servers?

Yes. Add as many servers as needed in mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.