How to Use the Instagram (Social Media & Business) MCP in Google ADK

Q: How to monitor Instagram (Social Media & Business) performance in Google ADK?

Call getinsights with your media ID. The data returns reach, shares, and saves, which you can then store in your Cloud infrastructure.

Q: Does Google ADK support Instagram (Social Media & Business) bulk comment management?

Your agent can loop through comment threads using getcomments. It then flags or removes irrelevant content using deletecomment.

Q: Is Instagram (Social Media & Business) authentication persistent in Google ADK?

It relies on the token you provide. Use refreshtoken periodically to ensure your agent maintains connection without interruption.

Q: Can I use Google ADK to analyze Instagram (Social Media & Business) carousel posts?

Yes. Use getmediachildren to grab individual assets from a carousel. Your agent can then analyze each photo or video independently.

Connect Instagram (Social Media & Business) to your Google ADK agents for enterprise-scale social management.

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Connect Instagram (Social Media & Business) MCP to Google ADK

Create your Vinkius account to connect Instagram (Social Media & Business) 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 Instagram (Social Media & Business) with Google ADK

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Perplexity

Native Instagram (Social Media & Business) Data Access

Use `get_profile` and `get_media` to sync your account status into your Google Cloud agent. It feeds your agent the exact state of your feed at any given moment. This makes it simple to cross-reference social data with your existing BigQuery tables. Your agent now has the full context of your recent posts.

Scalable Content Deployment

Automate your publishing calendar by calling `publish_photo` and `publish_reel` from within your Google ADK agent. It handles the heavy lifting of sending your media to the platform. Your agent checks the media URL before firing the request. It ensures your content hits the feed exactly when your logic dictates.

Granular Interaction Control

Manage your community feedback by using `get_comments` to scan for new activity. Your agent then uses `reply_comment` to engage with your audience in real-time. It acts as a filter for your business account. You keep the conversation moving by automating responses through your existing agent infrastructure.

Setup guide

Set up Instagram (Social Media & Business) 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 Instagram (Social Media & Business) 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="Instagram (Social Media & Business)_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Instagram (Social Media & Business) tools via MCP.",
    tools=mcp_tools,
)

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Common questions about Instagram (Social Media & Business) MCP in Google ADK

Call `get_insights` with your media ID. The data returns reach, shares, and saves, which you can then store in your Cloud infrastructure.

Your agent can loop through comment threads using `get_comments`. It then flags or removes irrelevant content using `delete_comment`.

It relies on the token you provide. Use `refresh_token` periodically to ensure your agent maintains connection without interruption.

Yes. Use `get_media_children` to grab individual assets from a carousel. Your agent can then analyze each photo or video independently.

The server only reads the data you explicitly request via tool calls like `get_profile` or `get_media`. No data is cached by the server itself, ensuring your business account insights remain private to your agent instance.

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