
Connect Dribbble Discovery to ChatGPT, Claude and Gemini
Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Pull trending design work and designer portfolios directly into your AI client.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Your AI does the work. We keep it safe and sound.
No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.
Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

Each Connector runs inside its own sealed environment.
Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.
One switch stops every agent. Instantly.
One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.
Spending limits that pause instead of surprise.
Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.
Three controls, built into the layer your AI connects through.
Curated set · 6 capabilities
We ship only the actions that matter.
01-03
3 capabilities in this set.
Part of 6 available through Dribbble.
- 01
Get shot
This capability retrieves full details for a specific shot. It returns image sizes, tags, like counts, and the associated designer.
- 02
List popular shots
This capability pulls trending design work from the Dribbble community. It is useful for spotting current visual trends or building quick moodboards.
- 03
List recent shots
This capability fetches the most recently published work on Dribbble. Use it to keep your AI agent updated on the latest design uploads.
04-06
3 capabilities in this set.
Part of 6 available through Dribbble.
- 04
Get user
This capability accesses a specific Dribbble user profile. You can see their bio, location, follower counts, and pro status.
- 05
Get user shots
This capability lists every published shot from a specific designer. It helps your agent study a creator's consistent visual style.
- 06
Get team
This capability retrieves profile information for Dribbble teams. It is a direct way to explore design studios and agency work.
Real work
What teams actually run
Automated Moodboarding
Your agent pulls a collection of recent or popular shots based on specific visual tags.
Competitor Style Research
You use the capability to pull the full portfolio of a specific designer or studio.
Trend Monitoring
The AI monitors recent shots to alert you to emerging UI patterns.
Talent Sourcing
Research design studios and their team profiles to find potential agency partners.
One connector, every AI
Dribbble works with the most popular AI clients.
These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Dribbble to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.
Observed, not estimated
862ms average. Fast in production.
Dribbble is checked daily against the live service.
- Fastest day
- 695ms
- Slowest day
- 996ms
- 14-day trend
- Improving-11%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 6 capabilities arrive ready to run.
Preview access · not provider authentication
The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Dribbble, so you can see the experience inside your AI.
It does not authenticate your account with Dribbble. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Dribbble Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_BsARdA9dB0FqnMpsUlVepuoPPTFPo2Gk6425XzCv/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Dribbble capabilities are ready to use.
{
"mcpServers": {
"dribbble-discovery-mcp": {
"url": "https://edge.vinkius.com/vk_preview_BsARdA9dB0FqnMpsUlVepuoPPTFPo2Gk6425XzCv/mcp"
}
}
}
Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline
Step-by-step instructions for each client are in the guide. How to connect
Guided setup for Claude? Set up Dribbble in Claude and other AIs
Who it's for
Built for the work Dribbble owners hand off.
This MCP is built for creative professionals who need to bridge the gap between design inspiration and AI-driven research.
- 01
Design Researchers
They use the MCP to gather visual data and trend reports for client projects.
- 02
Creative Agencies
They pull studio and designer information to assist in talent or style sourcing.
- 03
Product Teams
They use the capability to find UI/UX references for new feature development.
FAQ
Questions Dribbble owners ask.
- 01
Do I need to provide my own Dribbble credentials?
Yes, you need to register an application at dribbble.com to get an OAuth2 token with read scope. This token is required for all API calls.
- 02
Is this MCP capable of uploading or editing shots?
No, this is a read-only MCP designed for discovery. For authenticated CRUD operations, you would use the companion dribbble-mcp.
- 03
What are the rate limits for this capability?
The MCP is subject to a limit of 60 requests per minute as per the official Dribbble API v2 specifications.
- 04
Which AI clients can I use with this MCP?
You can use this with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.
- 05
Can I search for specific design tags?
Yes, you can use the shot listing capabilities to find work that matches specific tags or trends.
- 06
How do I get the access token?
Register an application on dribbble.com (your account → applications), then use the OAuth2 authorize flow (https://dribbble.com/oauth/authorize) with your client id/secret to mint a read-scope token. All v2 API calls. even public shot listing. require the Bearer token.
- 07
What is the rate limit?
60 requests per minute, tracked in the X-Ratelimit-Limit / X-Ratelimit-Remaining / X-Ratelimit-Reset headers of every response.
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Connect Dribbble to Claude, Cursor, ChatGPT & more
