Agent orchestration service for the Agent Landing Zone, built on Microsoft Foundry Agent Service and Microsoft Agent Framework. Coordinates specialized agents for conversational experiences with grounded knowledge, NL2SQL and MCP tools.
⚡ Executive Summary & Quick Facts
Authoritative Sourceagent-app-orchestrator is agent-app-orchestrator is an open-source project written in Python: The GPT-RAG Orchestrator service is an agentic orchestration layer built on Microsoft Foundry Agent Service and the Microsoft Agent framework. It enables agent-based RAG workflows by coordinating multiple specialized agents to collaboratively generate accurate, context-aware responses for complex user queries..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), Azure/agent-app-orchestrator has accumulated 107 GitHub stars and 116 forks. It is written in Python, licensed under MIT, and ranks #25,787 globally. It is actively maintained with the latest commit recorded on Nov 1, 2026.”
| Repository | Azure/agent-app-orchestrator ↗ |
|---|---|
| Primary Category | agent framework |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 107 stars · ⑂ 116 forks · #25,787 globally |
| Maintenance | ● Active (Last commit: Nov 1, 2026) · 1 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, agent-app-orchestrator is actively maintained. Continuous telemetry recorded the last code commit on Nov 1, 2026 (11 days ago). Supported by 107 stars and 116 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+4
STARS · LAST 30 DAYS
1
PER DAY
#3,620
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +4 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +1 | +10 |
agent-app-orchestrator gained 4 stars in the last 30 days, about 1 a day, and now has 107. It is about 3 years old and has averaged roughly 36 stars a year. It ranks #3,620 among Python repositories and #25,787 across all languages on GitHubRepo.
Trending Record
33
DAYS ON TRENDING
#5333
BEST RANK
Oct 6, 2026
FIRST APPEARANCE
Active
STATUS TODAY
agent-app-orchestrator has maintained a continuous presence across global trending indexes, peaking at #5333. Below is the 30-day activity profile:
💡 Overview
agent-app-orchestrator is an open-source project written in Python: The GPT-RAG Orchestrator service is an agentic orchestration layer built on Microsoft Foundry Agent Service and the Microsoft Agent framework. It enables agent-based RAG workflows by coordinating multiple specialized agents to collaboratively generate accurate, context-aware responses for complex user queries.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install agent-app-orchestrator⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
agent-app-orchestrator coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Production System Integration
Embed agent-app-orchestrator into Python backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open MIT license.
🚀 Getting Started
Install agent-app-orchestrator using your package manager: `pip install agent-app-orchestrator`
Initialize your project workspace or configuration file for agent-app-orchestrator.
Import agent-app-orchestrator into your codebase or invoke it directly from your terminal.
Execute your test suite or run `agent-app-orchestrator --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
Azure/agent-app-orchestrator is currently ranked #25,787 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #25,679 | DeepanshuMishraa/leaf | Rust | ★ 108 | Compare ↗ |
| #25,679 | llamaboi55/DragShift | Python | ★ 108 | Compare ↗ |
| #25,679 | TryDesk/TryDesk | JavaScript | ★ 108 | Compare ↗ |
| #25,679 | yanstd888/humanizer-lint | JavaScript | ★ 108 | Compare ↗ |
| #25,679 | chasem-dev/colosseum-launcher | JavaScript | ★ 108 | Compare ↗ |
| #25,787 | Azure/agent-app-orchestrator This Project | Python | ★ 107 | |
| #25,787 | ELLIOTTCABLE/git-blog | Ruby | ★ 107 | Compare ↗ |
| #25,787 | djberg96/sys-filesystem | Ruby | ★ 107 | Compare ↗ |
| #25,787 | vy/libpqueue | C | ★ 107 | Compare ↗ |
| #25,787 | MrJoy/UnityREPL | C# | ★ 107 | Compare ↗ |
| #25,787 | akaihola/pgtricks | Python | ★ 107 | Compare ↗ |
Frequently Asked Questions
What does agent-app-orchestrator do? +
Agent orchestration service for the Agent Landing Zone, built on Microsoft Foundry Agent Service and Microsoft Agent Framework. Coordinates specialized agents for conversational experiences with grounded knowledge, NL2SQL and MCP tools.
Is agent-app-orchestrator actively maintained in 2026? +
Yes, agent-app-orchestrator is actively maintained. The latest code push was recorded on Nov 1, 2026 (11 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 107 stars and 1 open issues.
What language is agent-app-orchestrator written in? +
The primary language is Python. Topics include: agent-framework, agent-landing-zone, agentic-rag, ai-agents, azure.
How many stars does agent-app-orchestrator have? +
agent-app-orchestrator has 107 stars and 116 forks on GitHub.
How does agent-app-orchestrator rank among GitHub repositories? +
With 107 stars, Azure/agent-app-orchestrator is ranked #25,787 globally across all repositories tracked on GitHubRepo and #3,620 among Python projects.
What license is agent-app-orchestrator distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
