Qwen Code

How to give Qwen Code access to Hugging Face Vision

Set up in seconds, once. From then on, Qwen Code gets things done for you: run one command, and Hugging Face Vision is live in your terminal.

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Hugging Face Vision Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_2UuJZ9d28BiIyz41NngW9MrO4KE36wLDGqPKIARw/mcp

Connecting Hugging Face Vision to Qwen Code

About a minute, in your terminal

  1. 1Run: qwen mcp add --transport http Hugging Face Vision <your link>. The link above is the URL.
  2. 2Prefer a config file? Add it to ~/.qwen/settings.json (user) or .qwen/settings.json (project) with the httpUrl field. The link above is the URL.
  3. 3Enter /mcp in the chat to confirm the server appears. Hugging Face Vision is now part of Qwen Code.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "hugging-face-vision-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_2UuJZ9d28BiIyz41NngW9MrO4KE36wLDGqPKIARw/mcp"
    }
  }
}

Mission Control

See everything your Qwen Code agents do in Hugging Face Vision.

When Qwen Code runs a tool in Hugging Face Vision, it happens in your editor: you see the result, but not the request itself, what data it carried, or whether a rule was broken.

Now every move lands on your screen.

Every execution is recorded, enforced, and shown to you: what ran, what it returned, what was blocked, and why.

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Requests
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Total in this period
Avg Latency
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API 88ms · Overhead 54ms
Vinkius Reliability
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Agent 280 · Upstream 47 · Vinkius 15
Tokens
0
AI tokens processed
DLP Protected
0
Sensitive data redacted
Cost Saved
0
FinOps truncations applied

AI Agents Activities

last 30 days
30d agotoday

Request Volume & Latency

requests latency

Every request your Qwen Code agents make through Hugging Face Vision is logged, enforced and auditable. See how AI Governance turns agent activity into accountability, and what it means for your Hugging Face Vision workflows.

What sets us apart

It's not just the Connector that stays safe. Everything your agents do through it is.

Connecting Hugging Face Vision to your AI is step one. But an open line between your agents and Hugging Face Vision is only half the story: without protection, every action they take runs unguarded.

That's why protection doesn't stop at the door.

Every action your agents take through the Connector runs inside our infrastructure: signed activity logs, automatic key rotation, spending limits that pause instead of surprise, and a sandbox that isolates every execution.

01

Tamper Proof Activity Log

Every request your agents make in Hugging Face Vision is recorded and signed, so any change to the history becomes detectable.

02

Automatic Key Rotation

We rotate security keys every 24 hours. Your Hugging Face Vision connection stays protected without any manual work.

03

Spending Protection

We enforce the spending limit you choose and pause actions that exceed it until approval is received. Your Hugging Face Vision actions never surprise you.

04

Isolated Sandbox

Every execution through Hugging Face Vision runs isolated, with 34+ security rules covering memory, CPU, network access, file handling and execution.

05

Security Event Streaming

Security events flow to Splunk, Datadog or your own webhook, so Hugging Face Vision activity lands in the tools you already rely on.

06

Instant Resume

Idle connections resume in 3 to 5 ms while preserving their state, keeping your Qwen Code sessions responsive.

07

Malicious File Protection

We detect compressed files designed to exhaust system resources and block them before they ever reach Hugging Face Vision.

08

Credential Validation

We test your Hugging Face Vision credentials before saving them. Invalid credentials are rejected instead of being stored.

09

Separate Usage Limits

Usage stays isolated per account, so activity in one connection never consumes another account's allowance.

One Connector, one link, and the whole operation is protected. Not just the connection: everything your agents do through it.

These guarantees are not add-ons: they are the infrastructure every Hugging Face Vision connection runs on. Read how our infrastructure protects everything your Qwen Code agents do, end to end.

Inside Vinkius

Get Hugging Face Vision ready for your AI. It's easy.

You choose Hugging Face Vision from the Vinkius Catalog, sign in to your Hugging Face Vision account, and get one connection link. That's it.

  1. You choose Hugging Face Vision

    You find Hugging Face Vision in the Catalog and install the Connector with one click.

    Hugging Face Vision

    Active

    Enable Connector
    Activating…

  2. You sign in

    You connect your Hugging Face Vision account and choose what you want your AI to access. Your credentials stay encrypted and separate from your AI.

    Configure Credentials

    Configure credentials for {{connectorName}}

    RequiredEncrypted
    Save & Continue

    Encrypted Storage

    Your credentials are encrypted at rest and in transit.

    Never Shared

    Your credentials are never shared with third parties.

    Full Control

    Revoke or update credentials at any time.

  3. You add the link in Qwen Code

    Vinkius gives you one connection link. In Qwen Code, you run one qwen mcp add command with the link as the HTTP URL, and the connection is ready.

    Token generated successfully

    MCP Connection URL

    https://edge.vinkius.com/vk_preview_2UuJZ9d28BiIyz41NngW9MrO4KE36wLDGqPKIARw/mcp

    Connection Token

    vk_live_••••••••
    Go to Dashboard

Set it up once. Use Hugging Face Vision with the AI you already use.

FAQ

Qwen Code access questions.

  • 01

    Does this work in the Qwen Code chat?

    Yes. Run /mcp in the chat to open the MCP dialog and see your server's tools, prompts and resources. If Qwen Code was already running, restart it in the same project.

  • 02

    If I connect Hugging Face Vision to Gemini, can I use the same connection in Claude or ChatGPT later?

    Yes, and that's the point: the connection is yours, not Gemini's. You paste the same link in any AI you use, and there's nothing new to set up or pay again. Connect a new AI and Hugging Face Vision is already there.

  • 03

    Do I need to hand my Hugging Face Vision password to Gemini?

    Never. You sign in once at Vinkius, and we keep your logins encrypted and away from your AI. Gemini only ever sees the link, and you can remove it whenever you want.

  • 04

    What can I actually ask Gemini to do with Hugging Face Vision?

    Whatever the Connector covers: check data, run actions and bring answers back. The Connector page lists every capability your AI gains, with real examples you can copy.

  • 05

    Gemini doesn't show the Connector. What do I check?

    Run qwen mcp list or open the /mcp dialog, confirm the url was pasted exactly as copied, and confirm the Connector is active in your Vinkius account. If Qwen Code was already running, restart it in the same project.

  • 06

    Can I remove the access later?

    Run qwen mcp remove and it's out of your sessions. Your Vinkius account keeps the connection and its history either way, ready for the next AI.

  • More questions about Hugging Face Vision? The Connector page answers them. See everything the Hugging Face Vision Connector can do

About the Connector

What Hugging Face Vision adds to your AI.

Once you connect it, your AI gains 5 capabilities: the exact actions it can take in Hugging Face Vision when you ask. The Connector page lists every one of them in detail, alongside the latency we measure in production and prompts worth trying first.

See everything the Hugging Face Vision Connector can do