Portainer MCP Server for Google ADKGive Google ADK instant access to 6 tools to Add Endpoint, Authenticate, Create Docker Container, and more

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

GDPR Free for Subscribers

Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Portainer as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.

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The Portainer MCP Server for Google ADK is a standout in the Ship It category — giving your AI agent 6 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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python

from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
    StreamableHTTPConnectionParams,
)

# Your Vinkius token. get it at cloud.vinkius.com
mcp_tools = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
    )
)

agent = Agent(
    model="gemini-2.5-pro",
    name="portainer_agent",
    instruction=(
        "You help users interact with Portainer "
        "using 6 available tools."
    ),
    tools=[mcp_tools],
)

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 Portainer MCP Server

Connect your Portainer instance to any AI agent and orchestrate your containerized infrastructure through natural conversation.

Google ADK natively supports Portainer as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 6 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.

What you can do

Container Management — List all Docker containers in any environment, create new ones from images, and start existing containers.
Environment Orchestration — Add and manage new local or remote Docker/Kubernetes environments (endpoints) to your Portainer setup.
Admin Control — Initialize admin accounts on fresh installations and authenticate to receive secure JWT tokens.
Configuration Control — Deploy containers with custom configurations, including exposed ports and host settings via JSON.

The Portainer MCP Server exposes 6 tools through the Vinkius. Connect it to Google ADK in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 6 Portainer tools available for Google ADK

When Google ADK connects to Portainer through Vinkius, your AI agent gets direct access to every tool listed below — spanning docker, kubernetes, container-management, 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.

add

Add endpoint on Portainer

Add a new environment (endpoint) to Portainer

action

Authenticate on Portainer

Authenticate to receive a JWT token

create

Create docker container on Portainer

Create a new Docker container

init

Init admin on Portainer

Initialize Portainer admin password

list

List docker containers on Portainer

List Docker containers in an environment

start

Start docker container on Portainer

Start a Docker container

Connect Portainer to Google ADK via MCP

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

Install Google ADK

Run pip install google-adk

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Create the agent

Save the code above and integrate into your ADK workflow

Explore tools

The agent will discover 6 tools from Portainer via MCP

Why Use Google ADK with the Portainer MCP Server

Google ADK provides unique advantages when paired with Portainer through the Model Context Protocol.

Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution

Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Portainer

Production-ready features like session management, evaluation, and deployment come built-in. not bolted on

Seamless integration with Google Cloud services means you can combine Portainer tools with BigQuery, Vertex AI, and Cloud Functions

Portainer + Google ADK Use Cases

Practical scenarios where Google ADK combined with the Portainer MCP Server delivers measurable value.

Enterprise data agents: ADK agents query Portainer and cross-reference results with internal databases for comprehensive analysis

Multi-modal workflows: combine Portainer tool responses with Gemini's vision and language capabilities in a single agent

Automated compliance checks: schedule ADK agents to query Portainer regularly and flag policy violations or configuration drift

Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Portainer

Example Prompts for Portainer in Google ADK

Ready-to-use prompts you can give your Google ADK agent to start working with Portainer immediately.

"List all containers in Portainer endpoint 1."

"Create a new container named 'web-server' using the 'nginx:latest' image in endpoint 2."

"Start the container 'redis-cache' in endpoint 1."

Troubleshooting Portainer MCP Server with Google ADK

Common issues when connecting Portainer to Google ADK through Vinkius, and how to resolve them.

McpToolset not found

Update: pip install --upgrade google-adk

Portainer + Google ADK FAQ

Common questions about integrating Portainer MCP Server with Google ADK.

How does Google ADK connect to MCP servers?

Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.

Can ADK agents use multiple MCP servers?

Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.

Which Gemini models work best with MCP tools?

Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.

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