Compatible with every major AI agent and IDE
What is the Dribbble MCP Server?
Connect your Dribbble account to any AI agent to streamline your creative workflow and portfolio management through natural conversation.
What you can do
- Shot Management — List, retrieve, create, update, and delete shots using
list_user_shots,get_shot,create_shot,update_shot, anddelete_shotto keep your portfolio fresh. - Project Organization — Create and manage projects with
create_project,list_projects, andupdate_projectto categorize your creative work effectively. - Profile Insights — Access your authenticated user details, bio, and team associations via
get_user. - Attachments — Add or remove high-resolution attachments for your shots using
create_attachmentanddelete_attachment(requires Pro/Team membership). - Job Tracking — Manage job-related data and updates directly through
create_job,update_job, andget_jobtools.
How it works
- Subscribe to this server
- Enter your Dribbble Personal Access Token
- Start managing your creative assets from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Designers — upload and update shots without leaving your design environment or code editor.
- Creative Directors — organize team projects and review portfolio statuses via natural language.
- Marketing Teams — quickly retrieve assets and metadata for social media or campaign planning.
Built-in capabilities (15)
Requires upload scope and Pro/Team membership. Create an attachment for a shot
Note: Requires a special token. Contact Dribbble for partnership. Create a job
Create a new project
Requires upload scope. Note: Video shot creation is not supported via API. Create a new shot
Requires upload scope. Delete an attachment
Delete a project
Requires upload scope. Delete a shot
Note: Requires a special token. Show a job
Get a specific shot
Get the authenticated user
List projects
List the authenticated user’s shots
Note: Requires a special token. Update a job
Update a project
Requires upload scope. Update an existing shot
Why AutoGen?
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Dribbble tools. Connect 15 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.
- —
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Dribbble tools to solve complex tasks
- —
Role-based architecture lets you assign Dribbble tool access to specific agents. a data analyst queries while a reviewer validates
- —
Human-in-the-loop support: agents can pause for human approval before executing sensitive Dribbble tool calls
- —
Code execution sandbox: AutoGen agents can write and run code that processes Dribbble tool responses in an isolated environment
Dribbble in AutoGen
Dribbble and 4,000+ other MCP servers. One platform. One governance layer.
Teams that connect Dribbble to AutoGen through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 4,000+ managed |
| Infrastructure | Self-hosted | Sandboxed V8 isolates |
| Credential handling | Plaintext in config | Vault + runtime injection |
| Data loss prevention | None | Configurable DLP policies |
| Kill switch | None | Global instant shutdown |
| Financial circuit breakers | None | Per-server limits + alerts |
| Audit trail | None | Ed25519 signed logs |
| SIEM log streaming | None | Splunk, Datadog, Webhook |
| Honeytokens | None | Canary alerts on leak |
| Custom domains | Not applicable | DNS challenge verified |
| GDPR compliance | Manual effort | Automated purge + export |
Why teams choose Vinkius for Dribbble in AutoGen
The Dribbble 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. All 15 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in AutoGen only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.

* 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
How Vinkius secures
Dribbble for AutoGen
Every tool call from AutoGen to the Dribbble MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
Can I upload a new design to Dribbble using this tool?
Yes! Use the create_shot tool. You can provide an image URL or file data, along with a title and description, to publish a new shot to your profile instantly.
How do I organize my work into different collections?
You can use the create_project and list_projects tools to manage your Dribbble projects, allowing you to categorize your shots and keep your portfolio organized.
Is it possible to add high-resolution files to my shots?
Yes, if you have a Pro or Team account, you can use the create_attachment tool to add files (up to 10MB) to any of your existing shots.
How does AutoGen connect to MCP servers?
Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call Dribbble tools during their conversation turns.
Can different agents have different MCP tool access?
Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.
Does AutoGen support human approval for tool calls?
Yes. Configure human-in-the-loop mode so agents pause and request approval before executing sensitive MCP tool calls.
McpWorkbench not found
Install: pip install "autogen-ext[mcp]"
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