Docker Hub MCP Server for AutoGen 10 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Docker Hub as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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="docker_hub_agent",
tools=tools,
system_message=(
"You help users with Docker Hub. "
"10 tools available."
),
)
print(f"Agent ready with {len(tools)} tools")
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 Docker Hub MCP Server
Connect your Docker Hub account to any AI agent and manage your container images through natural conversation.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Docker Hub tools. Connect 10 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
- Repository Management — List, create, update and delete Docker image repositories
- Tag Discovery — Browse available image tags with versions, sizes and architecture info
- Account Info — View your user profile, organizations and repository statistics
- Image Search — Search for public Docker images by name or description
- Pull Stats — Monitor pull counts and repository popularity metrics
The Docker Hub MCP Server exposes 10 tools through the Vinkius. Connect it to AutoGen in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Docker Hub to AutoGen via MCP
Follow these steps to integrate the Docker Hub MCP Server with AutoGen.
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 10 tools from Docker Hub automatically
Why Use AutoGen with the Docker Hub MCP Server
AutoGen provides unique advantages when paired with Docker Hub through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Docker Hub tools to solve complex tasks
Role-based architecture lets you assign Docker Hub 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 Docker Hub tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Docker Hub tool responses in an isolated environment
Docker Hub + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Docker Hub MCP Server delivers measurable value.
Collaborative analysis: one agent queries Docker Hub while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Docker Hub, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Docker Hub data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Docker Hub responses in a sandboxed execution environment
Docker Hub MCP Tools for AutoGen (10)
These 10 tools become available when you connect Docker Hub to AutoGen via MCP:
create_repository
Requires the namespace (your username or org) and repository name. Optionally set a description and visibility (public/private). Returns the created repository. Create a new Docker Hub repository
delete_repository
Provide the namespace and repository name. WARNING: this action is irreversible. Delete a Docker Hub repository
get_repository
Provide the namespace (username/org) and repository name. Get details for a specific Docker Hub repository
get_tag
Provide the namespace, repository name and tag name (e.g. "latest", "v1.2.3"). Get details for a specific image tag
get_user
Returns username, email, full name, location, company and account type. Use this to verify your access token is working correctly. Get the authenticated Docker Hub user info
list_organizations
Each organization includes its name, full name, type and creation date. List organizations the user belongs to
list_repositories
Each repository shows its name, namespace, description, star count, pull count, visibility (public/private) and last updated date. Optionally set pagination parameters. List Docker Hub repositories (images)
list_tags
Each tag shows the tag name, image size, last pushed date and digest. Useful for discovering available image versions. List tags for a Docker Hub repository
search_repositories
Returns matching repos with their namespace, name, star count, pull count and description. Useful for discovering community images. Search for Docker Hub repositories
update_repository
Provide the namespace, repository name and a JSON object with fields to update (e.g. {"description": "New description", "is_private": true}). Only provided fields will be modified. Update a Docker Hub repository
Example Prompts for Docker Hub in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with Docker Hub immediately.
"List all my Docker repositories."
"Show me all available tags for the nginx official image."
"Search for official Python images on Docker Hub."
Troubleshooting Docker Hub MCP Server with AutoGen
Common issues when connecting Docker Hub to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Docker Hub + AutoGen FAQ
Common questions about integrating Docker Hub MCP Server with AutoGen.
How does AutoGen connect to MCP servers?
Can different agents have different MCP tool access?
Does AutoGen support human approval for tool calls?
Connect Docker Hub with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Docker Hub to AutoGen
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.