Stammer.ai MCP Server for Google ADKGive Google ADK instant access to 11 tools to Add Qa, Add Url, Create Chatbot, and more
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Stammer.ai as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.
Ask AI about this App Connector for Google ADK
The Stammer.ai app connector for Google ADK is a standout in the Industry Titans 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
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="stammerai_agent",
instruction=(
"You help users interact with Stammer.ai "
"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 Stammer.ai MCP Server
Connect your Stammer.ai account to any AI agent to automate your white-label AI agency and chatbot orchestration. Stammer.ai provides a premier platform for agencies to build and resell custom AI agents, and this integration allows you to retrieve chatbot metadata, manage knowledge bases, and track sub-account performance through natural conversation.
Google ADK natively supports Stammer.ai 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
- Chatbot Orchestration — List all managed chatbots and retrieve detailed profile metadata, including status and configuration programmatically.
- Knowledge Base Lifecycle Management — Add new Q&A pairs and website URLs to your chatbots' knowledge base directly from the AI interface to ensure they are always informed.
- Sub-Account & User Control — Access and monitor your agency's sub-accounts and user database to maintain a clear overview of your resell operations.
- Message & Interaction Tracking — Retrieve recent chat messages and monitor conversational logs via natural language commands to ensure high-quality interactions.
- Operational Monitoring — Check system health and manage agency metadata to ensure your white-label platform is always optimized.
The Stammer.ai MCP Server exposes 11 tools through the Vinkius. Connect it to Google ADK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 11 Stammer.ai tools available for Google ADK
When Google ADK connects to Stammer.ai through Vinkius, your AI agent gets direct access to every tool listed below — spanning stammer-ai, white-label-ai, chatbot-builder, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Add a Q&A pair to knowledge base
Add a URL to scrape for knowledge base
Create a new AI chatbot
Get details for a specific chatbot
Get the knowledge base for a chatbot
Get details for a sub-account
ai account. List all AI agents (chatbots)
List knowledge base items for a chatbot
List chat messages for a chatbot
List all white-label sub-accounts
List all users
Connect Stammer.ai to Google ADK via MCP
Follow these steps to wire Stammer.ai into Google ADK. The entire setup takes under two minutes — your credentials stay safe behind the 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 Stammer.ai MCP Server
Google ADK provides unique advantages when paired with Stammer.ai 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 Stammer.ai
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 Stammer.ai tools with BigQuery, Vertex AI, and Cloud Functions
Stammer.ai + Google ADK Use Cases
Practical scenarios where Google ADK combined with the Stammer.ai MCP Server delivers measurable value.
Enterprise data agents: ADK agents query Stammer.ai and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine Stammer.ai tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query Stammer.ai regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Stammer.ai
Example Prompts for Stammer.ai in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with Stammer.ai immediately.
"List all active chatbots in my Stammer.ai account."
"Show me the performance analytics for all deployed AI chatbots with conversation metrics."
"Add 20 new FAQ entries to the Support Bot knowledge base from our latest help center articles."
Troubleshooting Stammer.ai MCP Server with Google ADK
Common issues when connecting Stammer.ai to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkStammer.ai + Google ADK FAQ
Common questions about integrating Stammer.ai MCP Server with Google ADK.