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How to Use the Freshsales (Sales CRM & Lead Scoring API) MCP in Google ADK

Connect Gemini agents to your Freshsales CRM data and take action at enterprise scale with the Google ADK.

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Google ADK

Connect Freshsales (Sales CRM & Lead Scoring API) MCP to Google ADK

Create your Vinkius account to connect Freshsales (Sales CRM & Lead Scoring API) 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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Analyze your entire lead database at once

Gemini's long context window changes the game. Your agent can pull a massive list of prospects with `list_leads` and hold that entire dataset in its context to find hidden patterns or identify the highest-value segment to target next. After its analysis, the agent can take direct action. It can assign tasks to your sales team with `create_task` or add explanatory notes to records using `create_note`, all based on a much deeper understanding than a simple one-by-one check.

Turn BigQuery insights into Freshsales deals

Your agent is no longer firewalled from your data warehouse. You can have it analyze customer behavior in BigQuery, identify an upsell opportunity, and then immediately use this MCP Server to act on it. With a single instruction, the agent can find the right person with `search_global`, create a new opportunity for them with `create_deal`, and schedule a kick-off call with `create_appointment`. This closes the loop between analysis and sales action.

Run your sales operations on Google Cloud

Integrate your CRM into your cloud infrastructure. Trigger your agent from a Pub/Sub message or a Cloud Function to run routine CRM maintenance. It can use `list_owners` to rebalance leads or `list_industry_types` to standardize account data across the board. This MCP integration lets your Gemini agent function as a true extension of your team. It handles the tedious parts of CRM management, like creating contacts with `create_contact` or accounts with `create_account`, freeing up your reps to focus on selling.

Setup guide

Set up Freshsales (Sales CRM & Lead Scoring API) 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. 1

    Install Google ADK

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

  2. 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. 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. 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 Freshsales (Sales CRM & Lead Scoring API) 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="Freshsales (Sales CRM & Lead Scoring API)_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Freshsales (Sales CRM & Lead Scoring API) tools via MCP.",
    tools=mcp_tools,
)

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Freshsales. 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 Freshsales (Sales CRM & Lead Scoring API) MCP in Google ADK

Your Gemini agent acts as the bridge. First, you have it query BigQuery to identify a target list of customers. Then, you instruct it to use this MCP Server's tools, like `create_lead` or `update_contact`, to push those updates into Freshsales.
Yes, perfectly. Your agent can fetch huge amounts of data using tools like `list_leads` and analyze it all in a single prompt. This is ideal for tasks like finding trends across your entire sales pipeline.
It's straightforward. After you pip install the library, you create an `McpToolset` instance, pointing it to your Vinkius server URL. You then pass that toolset to your `LlmAgent` so it knows what Freshsales actions it can perform.
Absolutely. You can build a headless agent that runs on a trigger, like a new entry in a database. It can then use this MCP Server to perform an action in Freshsales, such as creating a new deal with `create_deal`.
Yes. Vinkius operates on a zero-trust, ephemeral model. When your agent accesses lead or deal information from Freshsales, that data is processed in a temporary, isolated sandbox and is never stored or logged by Vinkius.

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