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Openai Mcp Samples
What is Openai Mcp Samples
openai-mcp-samples is a repository containing sample code for integrating OpenAI’s Responses API with a Twilio Function hosted on a Twilio MCP server.
Use cases
Use cases include creating intelligent chatbots for customer service, automating responses to user inquiries, and enhancing communication workflows with AI-driven responses.
How to use
To use openai-mcp-samples, deploy a Twilio MCP Server, copy the ‘.env.sample’ file to ‘.env’, replace the Twilio AUTH_TOKEN and generate a new OPENAI_API_KEY, input your Twilio Function domain, modify the ‘index.js’ prompt as needed, and run ‘npm start’.
Key features
Key features include integration with OpenAI’s Responses API, remote MCP server support, and security recommendations for managing access to Twilio accounts.
Where to use
openai-mcp-samples can be used in areas such as customer support automation, chatbot development, and any application requiring natural language processing through Twilio’s communication services.
Clients Supporting MCP
The following are the main client software that supports the Model Context Protocol. Click the link to visit the official website for more information.
Overview
What is Openai Mcp Samples
openai-mcp-samples is a repository containing sample code for integrating OpenAI’s Responses API with a Twilio Function hosted on a Twilio MCP server.
Use cases
Use cases include creating intelligent chatbots for customer service, automating responses to user inquiries, and enhancing communication workflows with AI-driven responses.
How to use
To use openai-mcp-samples, deploy a Twilio MCP Server, copy the ‘.env.sample’ file to ‘.env’, replace the Twilio AUTH_TOKEN and generate a new OPENAI_API_KEY, input your Twilio Function domain, modify the ‘index.js’ prompt as needed, and run ‘npm start’.
Key features
Key features include integration with OpenAI’s Responses API, remote MCP server support, and security recommendations for managing access to Twilio accounts.
Where to use
openai-mcp-samples can be used in areas such as customer support automation, chatbot development, and any application requiring natural language processing through Twilio’s communication services.
Clients Supporting MCP
The following are the main client software that supports the Model Context Protocol. Click the link to visit the official website for more information.
Content
MCP Samples
This repo contains sample code for using OpenAI’s Responses API and MCP server.
Pre-requisites
Before you start, make sure you already have deployed Twilio MCP Server to your account. For more information, see Twilio MCP Function Templates.
Usage
This code sample is using OpenAI’s Response API and support for remote MCP server.
- Copy
.env.sampleto.env - Replace your Twilio
AUTH_TOKENand generate a newOPENAI_API_KEY - Copy the Twilio Function domain that is hosting your Twilio MCP server
- Make any changes you want to the
index.jsprompt and runnpm start
Security Recommandations
This MCP server function will provide Tools to your LLM that provide access to your Twilio account. We recommend the following considerations when giving clients access to your server:
- Always set your MCP client to require tool approval to ensure that there are no unintended actions taken within your account.
- Use scoped permissions for your Twilio API Key. Not all endpoints support scoped permissions, but some do. See https://www.twilio.com/docs/iam/api-keys/restricted-api-keys for more information about which actions are supported per API Service.
- To ensure privacy, do not use other MCP servers in conjunction with your Twilio MCP server.
Dev Tools Supporting MCP
The following are the main code editors that support the Model Context Protocol. Click the link to visit the official website for more information.










