Can my text AI agent command a voice agent to call a specific person?

Yes! Use the `trigger_call` tool by providing the Interview ID (Voice Agent) and the Contact ID. The voice AI will immediately execute the outbound call.

Is it possible to read the transcript of what the Voice AI discussed during a call?

Absolutely. By calling the `get_call_history` tool with a specific Call ID, your agent can extract the entire conversational transcript and analyze the outcome without leaving the interface.

Do I need to manually register contacts in the Thoughtly dashboard before calling them?

No. The integration provides the `create_contact` tool, allowing your AI to dynamically add new leads to the CRM and immediately initiate a phone call in one fluid workflow.

INSTANT PLUG AND PLAY

Thoughtly MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 11 tools to Create Contact, Delete Contact, Get Call History, and more

Name: Thoughtly
Availability: InStock
Author: Vinkius

Built by Vinkius GDPR 11 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Thoughtly through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.

Use with Your AI Agent

Ask AI about this App Connector for OpenAI Agents SDK

Open in ChatGPT Open in Claude Open in Perplexity

The Thoughtly app connector for OpenAI Agents SDK is a standout in the Communication category — giving your AI agent 11 tools to work with, ready to go from day one.

Vinkius delivers Streamable HTTP and SSE to any MCP client

python

import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MCPServerStreamableHttp(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as mcp_server:

        agent = Agent(
            name="Thoughtly Assistant",
            instructions=(
                "You help users interact with Thoughtly. "
                "You have access to 11 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Thoughtly"
        )
        print(result.final_output)

asyncio.run(main())

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About Thoughtly MCP Server

Connect your Thoughtly voice AI platform to any text-based AI agent to seamlessly bridge the gap between text commands and real-world phone calls.

The OpenAI Agents SDK auto-discovers all 11 tools from Thoughtly through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Thoughtly, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

Trigger Phone Calls — Instantly instruct your AI Voice Agents (Interviews) to dial any contact and execute conversational phone workflows
Contact Management — Query your Thoughtly CRM directory, register new leads with phone numbers, and manage their details
Call Logs & Transcripts — Retrieve detailed call histories, metadata, and full transcripts of conversations conducted by your voice agents
Agent Fleet Control — List and inspect all your active AI Voice Agents to deploy the right persona for each outbound campaign

The Thoughtly MCP Server exposes 11 tools through the Vinkius. Connect it to OpenAI Agents SDK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 11 Thoughtly tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to Thoughtly through Vinkius, your AI agent gets direct access to every tool listed below — spanning voice-ai, agents, crm, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.

create_contact

Optionally includes first name, last name, email. Create a new Thoughtly contact

delete_contact

Delete a Thoughtly contact

get_call_history

Get details and transcript for a specific call

get_contact

Get specific Thoughtly contact details

get_interview

Get details for a specific Thoughtly Voice Agent

get_user

Get Thoughtly user details

list_calls

List past phone calls (Call logs)

list_contacts

List Thoughtly contacts

list_interviews

List Thoughtly Voice Agents (Interviews)

trigger_call

Trigger an AI outbound phone call

update_contact

Update an existing Thoughtly contact

Connect Thoughtly to OpenAI Agents SDK via MCP

Follow these steps to wire Thoughtly into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.

Install the SDK

Run pip install openai-agents in your Python environment

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com

Run the script

Save the code above and run it: python agent.py

Explore tools

The agent will automatically discover 11 tools from Thoughtly

Why Use OpenAI Agents SDK with the Thoughtly MCP Server

OpenAI Agents SDK provides unique advantages when paired with Thoughtly through the Model Context Protocol.

Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

Thoughtly + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the Thoughtly MCP Server delivers measurable value.

Automated workflows: build agents that query Thoughtly, process the data, and trigger follow-up actions autonomously

Multi-agent orchestration: create specialist agents. one queries Thoughtly, another analyzes results, a third generates reports

Data enrichment pipelines: stream data through Thoughtly tools and transform it with OpenAI models in a single async loop

Customer support bots: agents query Thoughtly to resolve tickets, look up records, and update statuses without human intervention

Example Prompts for Thoughtly in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Thoughtly immediately.

"List all my available Voice Agents in Thoughtly."

"Create a new contact with the phone number +1234567890 and tell the Sales SDR Voice Agent to call them."

"Get the call transcript for the latest interaction with Call ID CAL-554."

Troubleshooting Thoughtly MCP Server with OpenAI Agents SDK

Common issues when connecting Thoughtly to OpenAI Agents SDK through the Vinkius, and how to resolve them.

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

Thoughtly + OpenAI Agents SDK FAQ

Common questions about integrating Thoughtly MCP Server with OpenAI Agents SDK.

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.

Can I use multiple MCP servers in one agent?

Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.