Dribbble MCP Server for AutoGenGive AutoGen instant access to 15 tools to Create Attachment, Create Job, Create Project, and more

Name: Dribbble
Price: 29 USD
Availability: InStock
Rating: 5.0 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Dribbble as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

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The Dribbble MCP Server for AutoGen is a standout in the Productivity category — giving your AI agent 15 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

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python

import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with McpWorkbench(
        server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
        transport="streamable_http",
    ) as workbench:
        tools = await workbench.list_tools()
        agent = AssistantAgent(
            name="dribbble_agent",
            tools=tools,
            system_message=(
                "You help users with Dribbble. "
                "15 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

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* 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 Dribbble MCP Server

Connect your Dribbble account to any AI agent to streamline your creative workflow and portfolio management through natural conversation.

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.

What you can do

Shot Management — List, retrieve, create, update, and delete shots using list_user_shots, get_shot, create_shot, update_shot, and delete_shot to keep your portfolio fresh.
Project Organization — Create and manage projects with create_project, list_projects, and update_project to 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_attachment and delete_attachment (requires Pro/Team membership).
Job Tracking — Manage job-related data and updates directly through create_job, update_job, and get_job tools.

The Dribbble MCP Server exposes 15 tools through the Vinkius. Connect it to AutoGen in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 15 Dribbble tools available for AutoGen

When AutoGen connects to Dribbble through Vinkius, your AI agent gets direct access to every tool listed below — spanning portfolio-management, creative-workflow, design-showcase, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

create

Create attachment on Dribbble

Requires upload scope and Pro/Team membership. Create an attachment for a shot

create

Create job on Dribbble

Note: Requires a special token. Contact Dribbble for partnership. Create a job

create

Create project on Dribbble

Create a new project

create

Create shot on Dribbble

Requires upload scope. Note: Video shot creation is not supported via API. Create a new shot

delete

Delete attachment on Dribbble

Requires upload scope. Delete an attachment

delete

Delete project on Dribbble

Delete a project

delete

Delete shot on Dribbble

Requires upload scope. Delete a shot

get

Get job on Dribbble

Note: Requires a special token. Show a job

get

Get shot on Dribbble

Get a specific shot

get

Get user on Dribbble

Get the authenticated user

list

List projects on Dribbble

List projects

list

List user shots on Dribbble

List the authenticated user’s shots

update

Update job on Dribbble

Note: Requires a special token. Update a job

update

Update project on Dribbble

Update a project

update

Update shot on Dribbble

Requires upload scope. Update an existing shot

Connect Dribbble to AutoGen via MCP

Follow these steps to wire Dribbble into AutoGen. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

Install AutoGen

Run pip install "autogen-ext[mcp]"

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

Explore tools

The workbench discovers 15 tools from Dribbble automatically

Why Use AutoGen with the Dribbble MCP Server

AutoGen provides unique advantages when paired with Dribbble through the Model Context Protocol.

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 + AutoGen Use Cases

Practical scenarios where AutoGen combined with the Dribbble MCP Server delivers measurable value.

Collaborative analysis: one agent queries Dribbble while another validates results and a third generates the final report

Automated review pipelines: a researcher agent fetches data from Dribbble, a critic agent evaluates quality, and a writer produces the output

Interactive planning: agents negotiate task allocation using Dribbble data to make informed decisions about resource distribution

Code generation with live data: an AutoGen coder agent writes scripts that process Dribbble responses in a sandboxed execution environment

Example Prompts for Dribbble in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with Dribbble immediately.

"Retrieve my Dribbble profile information."

"List the shots I have currently published."

"Create a new project called 'Brand Identity 2024'."

Troubleshooting Dribbble MCP Server with AutoGen

Common issues when connecting Dribbble to AutoGen through Vinkius, and how to resolve them.

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

Dribbble + AutoGen FAQ

Common questions about integrating Dribbble MCP Server with AutoGen.

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.