Mngr

Mngr

Run 100s of Claude agents in parallel

151upvotes
Launched April 2, 2026

About Mngr

Mngr is an innovative CLI tool designed for developers and AI practitioners who need to manage multiple coding agents efficiently. It enables users to spin up numerous Claude-powered agents simultaneously, facilitating complex workflows such as fixing tests, opening pull requests, and validating use cases. Its ability to run agents in parallel at scale makes it ideal for automating repetitive tasks and managing large AI-driven projects. The tool’s quick startup time—agents initiate in under two seconds—and seamless integration with local, Docker, or cloud environments like Modal make it highly versatile. Additionally, Mngr offers real-time monitoring, allowing users to see the status of each agent, intervene mid-task, and debug issues, streamlining AI development workflows. As an open-source project, it provides transparency and flexibility, making it suitable for both individual developers and teams aiming to leverage AI at scale.

Pros

  • Enables scalable management of hundreds of AI agents simultaneously
  • Fast startup time with agents starting in under 2 seconds
  • Supports multiple environments (local, Docker, cloud) for flexibility
  • Real-time monitoring and debugging capabilities
  • Open-source, free to use and customize

Cons

  • Requires familiarity with CLI tools and workflows
  • Limited information on advanced customization options
  • Potential resource demands when running many agents concurrently

Use Cases

1Automating code testing and bug fixing across multiple projects
2Generating and reviewing pull requests at scale
3Validating multiple AI use cases simultaneously
4Managing AI agents for continuous integration workflows
5Debugging and interacting with agents during task execution
6Scaling AI-driven development in team environments

Pricing

Free and open-source, with no associated costs for usage, making it accessible for individual developers and teams.

Quick Info

Upvotes151
Comments15
Launched4/2/2026

Topics

Open SourceDeveloper ToolsArtificial IntelligenceGitHub

Alternatives

LangChain
Hugging Face Accelerate
OpenAI API with custom automation scripts
Cogram
AI Workflows in GitHub Actions

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