Dribbble MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 15 tools to Create Attachment, Create Job, Create Project, and more
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Dribbble through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
Ask AI about this MCP Server for OpenAI Agents SDK
The Dribbble MCP Server for OpenAI Agents SDK is a standout in the Productivity category — giving your AI agent 15 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="Dribbble Assistant",
instructions=(
"You help users interact with Dribbble. "
"You have access to 15 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Dribbble"
)
print(result.final_output)
asyncio.run(main())
* 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.
The OpenAI Agents SDK auto-discovers all 15 tools from Dribbble through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Dribbble, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
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.
The Dribbble MCP Server exposes 15 tools through the Vinkius. Connect it to OpenAI Agents SDK 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 OpenAI Agents SDK
When OpenAI Agents SDK 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 attachment on Dribbble
Requires upload scope and Pro/Team membership. Create an attachment for a shot
Create job on Dribbble
Note: Requires a special token. Contact Dribbble for partnership. Create a job
Create project on Dribbble
Create a new project
Create shot on Dribbble
Requires upload scope. Note: Video shot creation is not supported via API. Create a new shot
Delete attachment on Dribbble
Requires upload scope. Delete an attachment
Delete project on Dribbble
Delete a project
Delete shot on Dribbble
Requires upload scope. Delete a shot
Get job on Dribbble
Note: Requires a special token. Show a job
Get shot on Dribbble
Get a specific shot
Get user on Dribbble
Get the authenticated user
List projects on Dribbble
List projects
List user shots on Dribbble
List the authenticated user’s shots
Update job on Dribbble
Note: Requires a special token. Update a job
Update project on Dribbble
Update a project
Update shot on Dribbble
Requires upload scope. Update an existing shot
Connect Dribbble to OpenAI Agents SDK via MCP
Follow these steps to wire Dribbble into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install the SDK
pip install openai-agents in your Python environmentReplace the token
[YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.comRun the script
python agent.pyExplore tools
Why Use OpenAI Agents SDK with the Dribbble MCP Server
OpenAI Agents SDK provides unique advantages when paired with Dribbble through the Model Context Protocol.
Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Dribbble + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Dribbble MCP Server delivers measurable value.
Automated workflows: build agents that query Dribbble, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Dribbble, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Dribbble tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Dribbble to resolve tickets, look up records, and update statuses without human intervention
Example Prompts for Dribbble in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK 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 OpenAI Agents SDK
Common issues when connecting Dribbble to OpenAI Agents SDK through Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Dribbble + OpenAI Agents SDK FAQ
Common questions about integrating Dribbble MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
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