How to Use the ClickSend MCP in OpenAI Agents SDK

Q: Can my OpenAI Agents SDK system read incoming SMS replies from ClickSend?

Yes, the agent calls listreceivedsms to fetch replies from your inbox. This allows the OpenAI environment to route customer responses to the correct support queue.

Q: Does the ClickSend MCP Server support physical mail tracking in OpenAI Agents SDK?

Yes, the getphysicalmailhistory tool exposes physical letter logs directly to your OpenAI agents. You can trace printed mail status alongside your digital channels.

Build production-grade communication workflows using ClickSend tools directly from your OpenAI Agents SDK.

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Connect ClickSend MCP to OpenAI Agents SDK

Create your Vinkius account to connect ClickSend 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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Setup ClickSend with OpenAI Agents SDK

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SMS Automation with OpenAI Agents SDK

Your OpenAI Agents SDK pipeline sends text messages programmatically via `send_clicksend_sms` without manual API wiring. The agent checks your available balance using `get_clicksend_account_info` before triggering high-volume alerts. This setup lets you build guardrails around outbound messages using this MCP Server. If the agent detects an invalid E.164 phone number, the OpenAI framework blocks the tool call before hitting the live API.

Outbound History and Tracking

Read previous communication records by feeding `get_sms_outbound_history` and `get_voice_call_history` directly into your agent's context. Your OpenAI system analyzes delivery rates to decide whether to trigger another MCP tool. Tracing in the OpenAI dashboard shows you exactly which historical data the agent inspected. You see the exact timestamps and status codes returned by the server.

Contact and Campaign Auditing

Pull marketing lists using `list_sms_marketing_campaigns` and parse user contacts with `list_clicksend_contacts` inside your Python runtime. The agent compares active campaigns against your database to avoid double-texting customers. Specialized agents hand off tasks when campaigns need modifications. One agent checks the lists, while another schedules the next dispatch.

Setup guide

Set up ClickSend 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

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

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 ClickSend tools at runtime.
3

Create your Agent

Pass the MCP to Agent(mcp_servers=[server]). The agent receives ClickSend tools as native definitions — JSON schemas resolve automatically.
4

Run the agent

Call Runner.run(agent, prompt) to execute. The agent invokes the appropriate ClickSend 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="ClickSend Agent",
            instructions="You have access to ClickSend tools.",
            mcp_servers=[server],
        )
        result = await Runner.run(agent, "List recent transactions")
        print(result.final_output)

asyncio.run(main())

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Common questions about ClickSend MCP in OpenAI Agents SDK

Instantiate MCPServerStreamableHttp using your Vinkius MCP endpoint and pass it to your agent's server list. The SDK automatically registers tools like send_clicksend_sms during initialization.

Yes, the agent calls list_received_sms to fetch replies from your inbox. This allows the OpenAI environment to route customer responses to the correct support queue.

Yes, the get_physical_mail_history tool exposes physical letter logs directly to your OpenAI agents. You can trace printed mail status alongside your digital channels.

You define validation rules in your Python code that inspect message arguments before execution. If the agent attempts to send duplicate text content to the same number within a short window, the SDK halts the run.

Your SMS logs and phone numbers are protected because Vinkius handles the underlying authentication tokens for this MCP Server in an ephemeral sandbox. The OpenAI Agents SDK communicates directly with this secure gateway, meaning your raw credentials never touch the client agent code.

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