Llama Agents
Async-first framework for building multi-agent systems with distributed tool execution and human-in-the-loop capabilities.
- Status
- Generally available
- Last checked
- Checked · Oct 12, 2026
- License
- Open source
- Pricing
- Free tier · from $0
What it is
Llama Agents is an async-first framework designed to build, iterate, and productionize multi-agent systems. It supports features like multi-agent communication, distributed tool execution, and human-in-the-loop processes, making it a powerful tool for complex system development.
Llama Agents stands out as an async-first framework that provides robust support for building, iterating on, and productionizing multi-agent systems with a focus on distributed tool execution and human-in-the-loop processes.
When it fits — and when it doesn’t
A good fit for
Developers building complex, asynchronous multi-agent systems that require efficient communication and distributed execution.
Teams needing to integrate human-in-the-loop processes in their AI applications.
Look elsewhere if
Projects requiring real-time streaming capabilities (Llama Agents is designed for batch processing).
Applications where simplicity and ease of use are prioritized over advanced features.
Known weaknesses
Each one links to the public issue, changelog or docs page it came from, where we have one.
- 01
Complex setup and configuration process
Requires setting up multiple services and dependencies for full functionality
What it does well
Async-first architecture for efficient multi-agent systems
Supports distributed tool execution and human-in-the-loop processes
Flexible framework for building complex system interactions
Pricing
- Free tier
- YesOpen source — free to use
- Paid from
- $0
- Model
- Flat rate
- Enterprise plan
- No
Pricing not independently confirmed — check the vendor’s page.
Performance benchmarks
How Fast Is It?
Set up Llama Agents
Setup steps, common gotchas and what to check after 30 days.
Get the badge
A small badge for Llama Agents’s README or site: its name, “Tracked on AI Navigator”, and the availability status and check month from this page. It updates as the catalog does.
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