Our verdict
We have not reviewed LLM Agents yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About LLM Agents
LLM Agents is a Python library for building agents whose behavior is directed by large language models. It provides a framework to define tools and let an LLM decide which tools to call to complete a task.
Best for
Python developers who want a minimal library to prototype LLM-driven agent workflows.
Use cases
- Building a code-writing agent that uses external APIs
- Creating a research assistant that queries multiple sources
- Prototyping a multi-step reasoning bot for customer support
Notes
1,042 stars on GitHub. Last updated 2025-06-23. Licensed MIT.
Pros
- Lightweight and focused on the core agent loop
- Simple API that integrates with existing LLM providers
- Active open-source community with 1000+ stars
Cons
- Limited built-in tooling compared to larger frameworks
- No built-in memory or state persistence
- Documentation is sparse for advanced use cases
Key facts
What we have checked
- GitHub stars
- 1,055
Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.
Stars and usage
How LLM Agents is growing
1,042 to 1,055
Alternatives
Alternatives to LLM Agents
| Record | Type | How we know | Checked |
|---|---|---|---|
| AgnoThis is an alternative to it | Open source | Named in the listing | Not dated |
| AutoGenThis is an alternative to it | App | Named in the listing | Not dated |
| MetaGPTThis is an alternative to it | App | Named in the listing | Not dated |
Compare
Compare LLM Agents side by side
Sources
Where this comes from
- github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438Registry
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.
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