Unleash (Feature Toggles) MCP Server for Google ADKGive Google ADK instant access to 11 tools to Get Client Features, Get Frontend Features, List Environments, and more
GDPR Free for SubscribersGoogle Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Unleash (Feature Toggles) as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.
Ask AI about this MCP Server for Google ADK
The Unleash (Feature Toggles) MCP Server for Google ADK is a standout in the Productivity category — giving your AI agent 11 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
Geminifrom 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="unleash_feature_toggles_agent",
instruction=(
"You help users interact with Unleash (Feature Toggles) "
"using 11 available tools."
),
tools=[mcp_tools],
)
* 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 Unleash (Feature Toggles) MCP Server
Connect your Unleash instance to any AI agent and gain full control over your feature management lifecycle through natural conversation.
Google ADK natively supports Unleash (Feature Toggles) as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 11 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
- Feature Evaluation — Fetch all feature flags and strategies for server-side evaluation or evaluate specific flags for client-side contexts using User IDs and properties.
- Project & Environment Audit — List all Unleash projects, environments, and segments to understand your infrastructure layout.
- Flag Management — Inspect all feature flags within specific projects to verify rollout statuses and strategy configurations.
- Metrics & Registration — Report SDK usage metrics and register new client or frontend instances directly through the agent.
- User Management — Retrieve lists of users and segments to verify targeting rules and access.
The Unleash (Feature Toggles) MCP Server exposes 11 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 11 Unleash (Feature Toggles) tools available for Google ADK
When Google ADK connects to Unleash (Feature Toggles) through Vinkius, your AI agent gets direct access to every tool listed below — spanning feature-flags, feature-management, deployment-strategies, 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.
Get client features on Unleash (Feature Toggles)
Fetch all feature flags and strategies for server-side evaluation
Get frontend features on Unleash (Feature Toggles)
Optionally provide context like userId or properties. Fetch enabled feature flags for a specific Unleash Context
List environments on Unleash (Feature Toggles)
Fetches all environments configured in Unleash. List all Unleash environments
List project features on Unleash (Feature Toggles)
Fetches features for a given project ID. List all feature flags in a specific project
List projects on Unleash (Feature Toggles)
Fetches all projects configured in Unleash. List all Unleash projects
List segments on Unleash (Feature Toggles)
Fetches all segments configured in Unleash. List all Unleash segments
List users on Unleash (Feature Toggles)
Fetches all users configured in Unleash. List all Unleash users
Register client on Unleash (Feature Toggles)
Register a new backend SDK instance
Register frontend on Unleash (Feature Toggles)
Register a new frontend SDK instance
Report client metrics on Unleash (Feature Toggles)
Report flag usage metrics from a backend SDK
Report frontend metrics on Unleash (Feature Toggles)
Report flag usage metrics from a frontend SDK
Connect Unleash (Feature Toggles) to Google ADK via MCP
Follow these steps to wire Unleash (Feature Toggles) into Google ADK. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install Google ADK
pip install google-adkReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenCreate the agent
Explore tools
Why Use Google ADK with the Unleash (Feature Toggles) MCP Server
Google ADK provides unique advantages when paired with Unleash (Feature Toggles) 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 Unleash (Feature Toggles)
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 Unleash (Feature Toggles) tools with BigQuery, Vertex AI, and Cloud Functions
Unleash (Feature Toggles) + Google ADK Use Cases
Practical scenarios where Google ADK combined with the Unleash (Feature Toggles) MCP Server delivers measurable value.
Enterprise data agents: ADK agents query Unleash (Feature Toggles) and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine Unleash (Feature Toggles) tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query Unleash (Feature Toggles) regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Unleash (Feature Toggles)
Example Prompts for Unleash (Feature Toggles) in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with Unleash (Feature Toggles) immediately.
"List all Unleash projects and their descriptions."
"What feature flags are enabled for user 'user_88' in the frontend?"
"Show me all feature flags in the 'Mobile-App' project."
Troubleshooting Unleash (Feature Toggles) MCP Server with Google ADK
Common issues when connecting Unleash (Feature Toggles) to Google ADK through Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkUnleash (Feature Toggles) + Google ADK FAQ
Common questions about integrating Unleash (Feature Toggles) MCP Server with Google ADK.
How does Google ADK connect to MCP servers?
Can ADK agents use multiple MCP servers?
Which Gemini models work best with MCP tools?
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