How to Use the Pipedrive MCP in Google ADK

Q: How do I register the Pipedrive MCP Server tools in my Google ADK agent?

Use McpToolset with the Vinkius HTTP URL and pass it to your Google ADK LlmAgent tools parameter. Your Google ADK agent instantly gets access to all 12 Pipedrive CRM tools.

Q: Can my Google ADK agent filter which Pipedrive tools are exposed?

Yes, you can pass a toolnames filter to the Google ADK toolset initialization to expose only read tools like listsalesdeals. This blocks write tools in Pipedrive from being accessed by the Google ADK.

Connect your Pipedrive CRM to Gemini's million-token context window using the Google ADK for enterprise sales execution.

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Connect Pipedrive MCP to Google ADK

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Setup Pipedrive with Google ADK

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Map BigQuery data to Pipedrive with Google ADK

The `list_crm_organizations` tool allows your Google ADK agent to match enterprise accounts in your Pipedrive CRM with cold data stored in BigQuery. Instantly verify company details in Pipedrive by letting the Google ADK agent query your database. By combining Google Cloud data with live Pipedrive CRM profiles, your Gemini Google ADK agent identifies cross-sell opportunities. It uses `get_organization_details` to build a complete profile in Pipedrive before your Google ADK agent triggers a sales call.

Long-context deal analysis via Google ADK MCP Server

The `get_deal_details` tool feeds raw Pipedrive sales history directly into Gemini's massive context window via the Google ADK. Your Google ADK agent reads months of Pipedrive email threads, notes, and stages to find why a deal stalled. This deep analysis of Pipedrive records happens in seconds using Google ADK tools. The Google ADK agent uses `list_pipeline_stages` to map the Pipedrive deal's history and suggests the exact next step to close it.

Search and track active sales conversations

The `search_deals_by_name` tool gives your Google ADK agent immediate access to specific Pipedrive sales pipelines. Your Google ADK agent finds active conversations without scanning your entire Pipedrive CRM database line by line. Once found, the Google ADK agent pulls contact details using `get_person_details` to draft hyper-personalized follow-ups in Pipedrive. You run these Pipedrive workflows on Google ADK infrastructure with enterprise-grade stability.

Setup guide

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

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Pipedrive. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Pipedrive MCP in Google ADK

Use `McpToolset` with the Vinkius HTTP URL and pass it to your Google ADK `LlmAgent` tools parameter. Your Google ADK agent instantly gets access to all 12 Pipedrive CRM tools.

Yes, you can pass a `tool_names` filter to the Google ADK toolset initialization to expose only read tools like `list_sales_deals`. This blocks write tools in Pipedrive from being accessed by the Google ADK.

Yes, the Google ADK connects to your managed Pipedrive MCP Server using secure HTTP streaming. It also supports local Stdio setups for debugging your Google ADK agents.

Your Google ADK agent pulls complete Pipedrive histories using `get_deal_details` and passes the text directly into Gemini's context window. This allows the Google ADK agent to draft custom Pipedrive proposals.

Your Pipedrive API token is stored as an environment variable on Vinkius and never leaks to Google ADK or Gemini. The V8 sandbox ensures all Pipedrive deal transactions are completely ephemeral.

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