Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including OpenAI Agents SDK, CrewAI, Langchain, Autogen, AG2, and CamelAI

OpenTelemetry Instrumentation for AI Observability

An MCP extension package for OpenAI Agents SDK

A minimal, lightweight client designed to simplify SDK adoption into MCP

Template for agentic Chat & Memory Agents with Dapr runtime, UV simplicity, and OpenAI Agents SDK.

Python Library for using Arcade tools with the OpenAI Agents SDK

provide python module as code interpreter tool for OpenAI Agent

OpenAI Agents And Tools as MCP Server

openai agents chat demo. integration custom llm and mcp server and function tool

My OpenAI agents SDK playground

MCP Server Markup Language (MCPML) - A Python framework for building MCP Servers with CLI and OpenAI Agent support.

Mcp server with singular tool communication to agent using o4-mini with OpenAI Agent SDK integration to manage google/apple calendar.

AgentMesh: A dynamic multi-agent orchestration system where users can create, configure, and connect AI agents defining their behaviors, interactions, and tool access all through an interactive visual builder.

This repo showcases the integration of Chainlit for building interactive user interfaces for AI agents. It leverages Chainlit's powerful tooling to create seamless conversational experiences with AI models using Python. The application is tailored to support rapid deployment of agent workflows, combining LangChain, OpenAI/Gemini and custom tools.

A Telegram bot using OpenAI Agents SDK to orchestrate multi-agent insurance workflows with document processing capabilities.

This repository shows how to add streaming responses to AI agents. Instead of waiting for the full reply, the agent sends the response step-by-step as it’s being generated. This makes the interaction faster and more real-time compared to traditional methods.

This repository will help you to learn OpenAI's Agents SDK by creating 3 agents.

Conversational agent with Gradio interface (Voice/Text) that uses the Model Context Protocol (MCP) as a bridge to interact with Odoo (via XML-RPC) using OpenAI Agents SDK. Focused on sales tasks (customers, products, quotations).

This Repo is about Simple Agent system by OpenAI SDK using Google Gimini , which is a modular design pattern that allows AI components like Gemini API Integration | OpenAI-Compatible SDK | Agent System | Async Model Support | Custom Instructions | User Input Handling | Natural Language Response | Chainlit for UI | Console Output

build deep search agents on openai-agents