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How to Use the Freshsales MCP in OpenAI Agents SDK

Connect Freshsales to your OpenAI Agents SDK workflow to automate deal tracking and lead generation with built-in guardrails.

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OpenAI Agents SDK

Connect Freshsales MCP to OpenAI Agents SDK

Create your Vinkius account to connect Freshsales to OpenAI Agents SDK 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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OpenAI Agents SDK MCP Server Integration

The `create_lead` and `list_leads` tools let your OpenAI agents build and query your pipeline directly. You pass a last name and an optional email, and the SDK handles the execution while validating every parameter against your configured guardrails before hitting the CRM via the MCP protocol. If an agent tries to inject malformed data or skip required fields, the SDK blocks the action and logs it in your OpenAI dashboard. Your production system stays clean, and sales reps stop complaining about missing lead data.

Cross-Reference Deals and Accounts

Expose `list_deals` and `list_sales_accounts` to your agent so it can map open revenue to specific companies. When an agent needs context for a user prompt, it pulls the exact pipeline stage and account history without human intervention. You can set up specialized agents for different tasks. One agent queries `get_contact` to read customer history, then hands off the context to a closing agent that generates an update based on the deal size.

Track Appointments and Tasks

Use `list_appointments`, `list_tasks`, and `list_notes` to give your agents a complete view of representative activity. The agent reads the raw CRM notes and upcoming calls to understand exactly where a prospect sits in the buying cycle. Because you configure `cacheToolsList=True` during setup, your agents discover these tools instantly on startup. The execution happens asynchronously, keeping your main application thread free while the agent pulls the task list.

Setup guide

Set up Freshsales MCP in OpenAI Agents SDK

Prerequisites

  • Python 3.10+ installed
  • openai-agents package (pip install openai-agents)
  • Active Vinkius subscription with a valid endpoint token
  1. 1

    Install the SDK

    Run pip install openai-agents to install the OpenAI Agents SDK. The MCP integration is built-in — no extra dependencies needed.

  2. 2

    Connect via SSE transport

    Use MCPServerSse with your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. The SDK auto-discovers all Freshsales tools at runtime.

  3. 3

    Create your Agent

    Pass the MCP to Agent(mcp_servers=[server]). The agent receives Freshsales tools as native definitions — JSON schemas resolve automatically.

  4. 4

    Run the agent

    Call Runner.run(agent, prompt) to execute. The agent invokes the appropriate Freshsales tools and returns structured results. Copy the full example on the right to get started.

agent.py
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerSse

async def main():
    async with MCPServerSse(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as server:
        agent = Agent(
            name="Freshsales Agent",
            instructions="You have access to Freshsales tools.",
            mcp_servers=[server],
        )
        result = await Runner.run(agent, "List recent transactions")
        print(result.final_output)

asyncio.run(main())

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 MCP in OpenAI Agents SDK

Use the `MCPServerStreamableHttp` context manager with your Vinkius URL. Pass the result into your agent's `mcp_servers` array. The tools auto-discover immediately.
Yes. The SDK enforces your pre-set guardrails before executing the `create_lead` tool. If the required last name is missing, the action fails before the API request fires.
No. The SDK discovers every tool automatically. Just ensure you pass the MCP server object to the agent constructor and let the framework handle the routing.
The SDK manages tool execution asynchronously. You can view all blocked or delayed requests directly in your OpenAI tracing dashboard.
When the server executes `get_contact` or `list_notes`, the retrieved phone numbers and email addresses remain entirely inside your secure agent environment. Vinkius runs the integration in a zero-trust V8 Isolate, meaning your customer data drops from memory the second the HTTP stream closes.

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