Open source version of Claude Managed Agents. Fastest way to build and deploy reliable AI agents, MCP tools and agent-to-agent.
⚡ Executive Summary & Quick Facts
Authoritative Sourceagentor is agentor is an open-source project written in Python: Open source version of Claude Managed Agents. Fastest way to build and deploy reliable AI agents, MCP tools and agent-to-agent..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), CelestoAI/agentor has accumulated 214 GitHub stars and 48 forks. It is written in Python, licensed under Apache-2.0, and ranks #15,447 globally. It is actively maintained with the latest commit recorded on Oct 17, 2026.”
| Repository | CelestoAI/agentor ↗ |
|---|---|
| Primary Category | agents |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 214 stars · ⑂ 48 forks · #15,447 globally |
| Maintenance | ● Active (Last commit: Oct 17, 2026) · 3 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, agentor is actively maintained. Continuous telemetry recorded the last code commit on Oct 17, 2026 (13 days ago). Supported by 214 stars and 48 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
Add Live Star History & Verified Badges to README.md
Keep your repository README looking professional and dynamic. As our continuous crawler records new stars, these official SVG badges update in real time with zero maintenance.
Renders your high-resolution star trajectory chart right inside your GitHub README or project docs.
[](https://githubrepo.cloud/repo/CelestoAI/agentor?utm_source=readme_chart)Compact badges for your README header. Real-time stars, velocity, health audit, and rank.
[](https://githubrepo.cloud/repo/CelestoAI/agentor?utm_source=readme_badge) [](https://githubrepo.cloud/repo/CelestoAI/agentor?utm_source=readme_badge) [](https://githubrepo.cloud/repo/CelestoAI/agentor?utm_source=readme_badge) [](https://githubrepo.cloud/repo/CelestoAI/agentor?utm_source=readme_badge) [](https://githubrepo.cloud/repo/CelestoAI/agentor?utm_source=readme_badge)Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#1,978
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
agentor gained 10 stars in the last 30 days, about 1 a day, and now has 214. It is about 1 year old and has averaged roughly 214 stars a year. It ranks #1,978 among Python repositories and #15,447 across all languages on GitHubRepo.
Trending Record
12
DAYS ON TRENDING
#12539
BEST RANK
Oct 17, 2026
FIRST APPEARANCE
Active
STATUS TODAY
agentor has maintained a continuous presence across global trending indexes, peaking at #12539. Below is the 30-day activity profile:
💡 Overview
agentor is an open-source project written in Python: Open source version of Claude Managed Agents. Fastest way to build and deploy reliable AI agents, MCP tools and agent-to-agent.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agents, ai-agents, ai-assistant. 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 agentor⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
agentor 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
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with agentor.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install agentor using your package manager: `pip install agentor`
Initialize your project workspace or configuration file for agentor.
Import agentor into your codebase or invoke it directly from your terminal.
Execute your test suite or run `agentor --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
CelestoAI/agentor is currently ranked #15,447 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #15,421 | ovh/ovhcloud-cli | Go | ★ 215 | Compare ↗ |
| #15,421 | MorpheApp/morphe-patcher | Kotlin | ★ 215 | Compare ↗ |
| #15,421 | Mooshieblob1/MooshieUI | TypeScript | ★ 215 | Compare ↗ |
| #15,421 | ClawLabsAI/free-ai-models | JavaScript | ★ 215 | Compare ↗ |
| #15,421 | tangency-labs/solidcore | Rust | ★ 215 | Compare ↗ |
| #15,447 | CelestoAI/agentor This Project | Python | ★ 214 | |
| #15,447 | jstrait/wavefile | Ruby | ★ 214 | Compare ↗ |
| #15,447 | troglobit/pimd | C | ★ 214 | Compare ↗ |
| #15,447 | ckruse/CFPropertyList | Ruby | ★ 214 | Compare ↗ |
| #15,447 | pulse00/Symfony-2-Eclipse-Plugin | Java | ★ 214 | Compare ↗ |
| #15,447 | apache/commons-configuration | Java | ★ 214 | Compare ↗ |
Frequently Asked Questions
What does agentor do? +
Open source version of Claude Managed Agents. Fastest way to build and deploy reliable AI agents, MCP tools and agent-to-agent.
Is agentor actively maintained in 2026? +
Yes, agentor is actively maintained. The latest code push was recorded on Oct 17, 2026 (13 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 214 stars and 3 open issues.
What language is agentor written in? +
The primary language is Python. Topics include: agents, ai-agents, ai-assistant, ai-tools, llms.
How many stars does agentor have? +
agentor has 214 stars and 48 forks on GitHub.
How does agentor rank among GitHub repositories? +
With 214 stars, CelestoAI/agentor is ranked #15,447 globally across all repositories tracked on GitHubRepo and #1,978 among Python projects.
What license is agentor distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
