How to Use the Coassemble MCP in Google ADK

Q: How do I add the Coassemble server to my Google ADK agent?

Install the Google ADK package and initialize McpToolset with your Vinkius HTTP URL. This connects the MCP Server directly to your agent.

Q: Can I filter which Coassemble tools are exposed to Gemini?

Yes. The McpToolset class allows you to pass an optional list of allowed tools, restricting your agent to read-only actions like listcoassemblecourses if needed.

Connect Gemini to Coassemble via Google ADK to analyze massive training datasets and automate student management.

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Connect Coassemble MCP to Google ADK

Create your Vinkius account to connect Coassemble 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 Coassemble with Google ADK

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Analyze LMS Data Using Google ADK and Gemini

The `list_coassemble_enrolments` tool feeds entire histories of student progress into Gemini's million-token window. By linking this MCP Server, your Google ADK agent pulls massive datasets to find patterns in course dropouts. Combine your BigQuery datasets with live LMS info. The agent cross-references corporate performance metrics against actual training results fetched with `get_training_completion_results`.

Automate Cohort Management in Google Cloud

Checking active student rosters with `get_member_group_associations` keeps your cloud database and your LMS in sync. Your Google ADK agent can check active student rosters and automatically adjust Cloud IAM permissions based on their current training status via the MCP connection. When a new employee joins a department, the agent detects the change and uses `enroll_member_in_course` to kick off their onboarding.

Query Course Catalogs in Real Time

Running `list_coassemble_courses` lets your Gemini-powered agent answer complex questions about your educational content. The agent uses this tool to pull structural details of your catalog. When an employee asks what they need to study next, the agent calls `get_course_training_details` to parse the curriculum and provide a direct answer.

Setup guide

Set up Coassemble 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 Coassemble 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="Coassemble_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Coassemble tools via MCP.",
    tools=mcp_tools,
)

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Common questions about Coassemble MCP in Google ADK

Install the Google ADK package and initialize `McpToolset` with your Vinkius HTTP URL. This connects the MCP Server directly to your agent.

Yes. You can write an agent that retrieves student records using `list_coassemble_members` and writes them directly into your BigQuery tables for long-term analytics.

Yes. While local development might use Stdio, deploying your agent on Google Cloud Run works best with the hosted HTTP transport provided by Vinkius. Both options let you run the MCP tools safely.

Yes. The `McpToolset` class allows you to pass an optional list of allowed tools, restricting your agent to read-only actions like `list_coassemble_courses` if needed.

Yes. Your authentication tokens are injected securely at the Vinkius gateway level. The agent framework only sees the final JSON payloads, ensuring your raw LMS keys never enter your Google Cloud logs or training runs.

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