Wolai MCP Server for Google ADK 10 tools — connect in under 2 minutes
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Wolai 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
Vinkius supports streamable HTTP and SSE.
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="wolai_agent",
instruction=(
"You help users interact with Wolai "
"using 10 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 Wolai MCP Server
Empower your AI agent to orchestrate your knowledge base with Wolai, the versatile information organization platform. By connecting Wolai to your agent, you transform complex page organization and database management into a natural conversation. Your agent can instantly list your pages, retrieve block-level content, manage multi-dimensional databases, and even create new entries without you needing to navigate the complex web interface. Whether you are managing personal notes, project documentation, or shared team databases, your agent acts as a real-time knowledge assistant, keeping your workspace organized and your information accessible.
Google ADK natively supports Wolai as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 10 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
- Page Orchestration — List all accessible pages and retrieve detailed metadata about your workspace structure.
- Block Management — Browse content blocks within pages to access text and media information instantly.
- Database Control — Manage multi-dimensional tables (databases) with full support for querying and creating new rows.
- Workspace Organization — Create and update pages to maintain a clean and structured knowledge base.
- Team Coordination — Access workspace user lists to manage participation and collaboration effectively.
The Wolai MCP Server exposes 10 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.
How to Connect Wolai to Google ADK via MCP
Follow these steps to integrate the Wolai MCP Server with Google ADK.
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 10 tools from Wolai via MCP
Why Use Google ADK with the Wolai MCP Server
Google ADK provides unique advantages when paired with Wolai 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 Wolai
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 Wolai tools with BigQuery, Vertex AI, and Cloud Functions
Wolai + Google ADK Use Cases
Practical scenarios where Google ADK combined with the Wolai MCP Server delivers measurable value.
Enterprise data agents: ADK agents query Wolai and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine Wolai tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query Wolai regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Wolai
Wolai MCP Tools for Google ADK (10)
These 10 tools become available when you connect Wolai to Google ADK via MCP:
create_database_row
Add row to database
create_page
Create a new Wolai page
get_database
Get database schema
get_page
Get page details
get_workspace_info
Get workspace details
list_blocks
) within a specific page. List page blocks
list_databases
List all Wolai databases
list_pages
List all Wolai pages
list_users
List workspace users
query_database
Query database rows
Example Prompts for Wolai in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with Wolai immediately.
"List all pages in my Wolai workspace."
"Query the 'Product Backlog' database for items with 'High' priority."
"Create a new page in Wolai titled 'Weekly Sprint Notes'."
Troubleshooting Wolai MCP Server with Google ADK
Common issues when connecting Wolai to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkWolai + Google ADK FAQ
Common questions about integrating Wolai 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?
Connect Wolai with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Wolai to Google ADK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.