How to Use the Dryfta MCP in Google ADK

Q: Can Google ADK run Dryfta tools alongside BigQuery data?

Absolutely. Your agent can pull attendee details using getattendeedetails and instantly cross-reference that profile with historical customer logs stored in BigQuery.

Q: How do I audit API usage limits using Google ADK and Dryfta?

Call the getdryftaaccountmetadata tool inside your agent's execution loop to check your current account tier. You can log these metrics directly to Cloud Logging for real-time monitoring.

Q: What happens if a session schedule changes?

Your agent can call listupcomingsessions to detect real-time adjustments to the schedule. It then uses this fresh data to answer user queries without relying on stale, cached databases.

Connect Gemini models to your Dryfta event data using the Google ADK to analyze session schedules and attendee trends at scale.

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Connect Dryfta MCP to Google ADK

Create your Vinkius account to connect Dryfta to Google ADK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Dryfta with Google ADK

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Map event sessions with Google ADK integration

The `list_event_sessions` tool, provided by this MCP Server, pulls the entire conference schedule directly into your Gemini agent's context window. Because Gemini handles massive token limits, you can feed it hundreds of workshops to identify scheduling conflicts or track track-specific trends. If you need to zoom in on a specific slot, the agent triggers `get_session_details` to extract speaker bios and room assignments. This allows your agent to build personalized agendas for high-profile attendees based on their professional interests.

Track attendee check-ins and registrations

The `list_event_attendees` tool retrieves your entire registration roster to feed analytical pipelines in your cloud environment. Your Gemini agent parses this data to segment attendees by ticket type or company affiliation. To monitor registration velocity without pulling thousands of rows, the agent runs `quick_event_enrollment_audit` to get instant volume counts. This keeps your marketing team informed about ticket sales performance during active promotion windows.

Manage abstract submissions using this MCP Server

The `list_submitted_abstracts` tool gives your enterprise agent direct access to the academic and technical papers pending review. Your pipeline can automatically categorize these submissions by topic before routing them to specific track chairs. For booth coordination, the agent can call `list_event_exhibitors` to match sponsor packages with incoming abstracts. This ensures your sponsors get speaking priority if their contracts guarantee a session slot.

Setup guide

Set up Dryfta MCP in Google ADK

Prerequisites

Python 3.10+ installed
google-adk package (pip install google-adk)
Active Vinkius subscription with a valid endpoint token

1

Install Google ADK

Run pip install google-adk to install the Agent Development Kit. MCP support is included via the McpToolset class.
2

Connect via SSE transport

Use McpToolset.from_server() with SseServerParams pointing to your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Create an LlmAgent

Pass the returned mcp_tools list directly to LlmAgent(tools=mcp_tools). The ADK maps each MCP tool to a native Gemini function call — no manual schema definitions required.
4

Run with any Gemini model

The agent works with any Gemini model (gemini-2.0-flash, gemini-2.5-pro, etc.). Copy the full example on the right to get started with Dryfta tools in your ADK agent.

agent.py

from google.adk.agents import LlmAgent
from google.adk.tools.mcp_tool.mcp_toolset import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import SseServerParams

# Connect to the MCP via SSE
mcp_tools, exit_stack = await McpToolset.from_server(
    connection_params=SseServerParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    )
)

# Create your agent with auto-discovered tools
agent = LlmAgent(
    name="Dryfta_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Dryfta tools via MCP.",
    tools=mcp_tools,
)

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Common questions about Dryfta MCP in Google ADK

Use the McpToolset class with the Streamable HTTP parameters pointing to your Vinkius MCP Server endpoint. Pass this toolset to your LlmAgent to expose all ten event management tools to Gemini.

Absolutely. Your agent can pull attendee details using `get_attendee_details` and instantly cross-reference that profile with historical customer logs stored in BigQuery.

Call the `get_dryfta_account_metadata` tool inside your agent's execution loop to check your current account tier. You can log these metrics directly to Cloud Logging for real-time monitoring.

Your agent can call `list_upcoming_sessions` to detect real-time adjustments to the schedule. It then uses this fresh data to answer user queries without relying on stale, cached databases.

All attendee emails, profiles, and abstract files are retrieved directly from the Dryfta API and processed in-memory within an ephemeral sandbox. No data is cached or stored on Vinkius servers, maintaining strict compliance with your enterprise security policies.

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