How to Use the Dribbble MCP in CrewAI

Assign Dribbble portfolio tasks to your CrewAI agents with this MCP server.

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Connect Dribbble MCP to CrewAI

Create your Vinkius account to connect Dribbble to CrewAI and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Dribbble with CrewAI

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Perplexity

Specialized shot agents for CrewAI

Give your upload agent access to `create_shot` to handle your portfolio updates. It works alongside your research agents to prepare the right descriptions. You keep the process moving by letting the crew handle the heavy lifting. The agents coordinate to ensure every upload meets your quality standards.

Organized portfolio maintenance in CrewAI

Task a moderator agent with `list_projects` and `update_project` to keep your portfolio structure consistent. It saves you time spent manually rearranging assets. If the moderator finds outdated projects, it can trigger `delete_project` automatically. Your portfolio remains organized and professional through autonomous agent oversight.

Attachment handling for CrewAI agents

Enable your design agents to use `create_attachment` for deeper portfolio context. It adds the extra files you need to show your process clearly. When a shot is removed, the agent can also call `delete_attachment` to clean up the workspace. You maintain a clean feed without lifting a finger.

Setup guide

Set up Dribbble MCP in CrewAI

Prerequisites

Python 3.10+ installed
crewai package (pip install crewai)
Active Vinkius subscription with a valid endpoint token

1

Install CrewAI
Run pip install crewai to install the framework. MCP support is built-in via the mcps parameter.
2

Add the MCP URL to your agent
Pass your Vinkius endpoint directly to the mcps list. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. CrewAI handles tool discovery and caching automatically.
3

Kick off your crew
Create a Crew with your agent and tasks. Call crew.kickoff() — the agent will automatically invoke Dribbble tools as needed.

crew.py

from crewai import Agent, Task, Crew

agent = Agent(
    role="Dribbble Analyst",
    goal="Access and analyze Dribbble data via MCP.",
    backstory="Expert analyst with direct Dribbble access.",
    mcps=[
        "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ],
)

task = Task(
    description="List recent Dribbble transactions",
    agent=agent,
    expected_output="A summary of recent activity",
)

crew = Crew(agents=[agent], tasks=[task])
result = crew.kickoff()
print(result)

Get your connection token →

Prerequisites

Python 3.10+ installed
crewai + crewai-tools packages
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Run pip install crewai crewai-tools. The MCPServerAdapter handles lifecycle management and tool conversion.
2

Connect with MCPServerAdapter
Use MCPServerAdapter as a context manager with SseServerParameters pointing to your Vinkius endpoint. The adapter automatically manages connection lifecycle.
3

Assign tools and run
Pass the returned mcp_tools to your agent's tools parameter. The adapter converts MCP tools to native BaseTool objects compatible with all CrewAI agents.

crew.py

from crewai import Agent, Task, Crew
from crewai_tools import MCPServerAdapter
from mcp import SseServerParameters

server_params = SseServerParameters(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

with MCPServerAdapter(server_params) as mcp_tools:
    agent = Agent(
        role="Dribbble Analyst",
        goal="Access and analyze Dribbble data via MCP.",
        backstory="Expert analyst with direct Dribbble access.",
        tools=mcp_tools,
    )

    task = Task(
        description="List recent Dribbble transactions",
        agent=agent,
        expected_output="A summary of recent activity",
    )

    crew = Crew(agents=[agent], tasks=[task])
    result = crew.kickoff()
    print(result)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Dribbble. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Dribbble MCP in CrewAI

Include the server URL in your agent definition's mcps list. The agents will automatically see the available tools and decide when to use them.

You can connect different endpoint tokens for each agent session. This keeps the data separate and secure based on the credentials you provide.

Vinkius provides a secure, single-endpoint gateway. Your agents interact through this tunnel, ensuring your account information stays isolated from other team operations.

Yes, you can define a monitor agent to watch for tool errors. If a call like `create_shot` fails, the agent can attempt a correction or alert you.

The server connection is ephemeral. Once you close the session, the agent loses access to your account, and no persistent state remains on our side.

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