How to Use the GRIN MCP in Google ADK

Q: Can I sync GRIN data to BigQuery using Google ADK?

Yes, your agent can fetch creator data using listcontacts and write it directly to your BigQuery tables. This lets you build custom Looker dashboards using fresh influencer metrics.

Q: How does the agent track creator content?

Your agent calls listcontent to retrieve social media posts, captions, and stories. Gemini's long context window easily processes this volume of creative assets to analyze messaging consistency.

Connect GRIN to your Google ADK pipeline to analyze creator campaigns and sync influencer data with BigQuery.

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Connect GRIN MCP to Google ADK

Create your Vinkius account to connect GRIN 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 GRIN with Google ADK

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Enterprise-Scale Campaign Monitoring

The `list_campaigns` tool exposes historical and active marketing performance directly to your Gemini-powered agent. By pulling raw data through this MCP Server, your enterprise pipeline feeds live campaign stats into Vertex AI. Long-context models digest months of creator outputs in a single pass. You get deep analysis of which strategies actually move the needle for your brand.

Automated CRM Synchronization with Google ADK

The `list_contacts` tool fetches your entire influencer database for instant processing. If you need to refresh a specific record, the agent runs `update_contact` to write the new data back to your system. Integrating this toolset with your cloud infrastructure means your internal databases stay perfectly mirrored. You eliminate the latency of manual CSV exports and database syncs.

Conversion and Order Tracking

The `list_conversions` tool tracks sales attribution metrics to calculate precise influencer ROI. For physical product campaigns, your agent invokes `list_orders` to monitor seeding status and logistics over MCP. Combining these endpoints allows your agent to flag shipping delays before they affect creator relationships. You protect your brand reputation by keeping shipments on schedule.

Setup guide

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

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Common questions about GRIN MCP in Google ADK

Install the SDK via pip and define your HTTP server parameters with the Vinkius endpoint. Pass the resulting toolset directly to your `LlmAgent` to let Gemini call the creator endpoints.

Yes, your agent can fetch creator data using `list_contacts` and write it directly to your BigQuery tables. This lets you build custom Looker dashboards using fresh influencer metrics.

Use the optional tool names filter when initializing your toolset to expose only specific tools like `list_activations`. This prevents your agent from accessing sensitive financial tools if it only needs to monitor campaign progress.

Your agent calls `list_content` to retrieve social media posts, captions, and stories. Gemini's long context window easily processes this volume of creative assets to analyze messaging consistency.

Vinkius runs this MCP service in an ephemeral, zero-trust sandbox that handles authentication securely. Your sensitive creator addresses and financial transactions are never stored on the host or used for model training.

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