AI-Development

Agents

Open-source framework for self-evolving autonomous language agents.

Status
UnmaintainedNo commits in 699 days.
Last checked
Checked · Oct 5, 2026
License
Open source
Pricing
Free tier
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What it is

Agents is an open-source framework designed for creating data-centric, self-evolving autonomous language agents. It is primarily written in Python and supports integration with large language models (LLMs). The tool is suitable for developers looking to build and manage AI agents that can autonomously process and respond to data inputs. With a focus on flexibility and extensibility, Agents allows for the customization of agent behaviors and interactions, making it a versatile choice for AI-driven applications.

Focus on self-evolving, data-centric autonomous agents with open-source flexibility.

When it fits — and when it doesn’t

A good fit for

  • Developers building AI-driven applications

    Provides a flexible framework for integrating autonomous agents with existing AI models

  • Teams looking for open-source AI solutions

    Offers transparency and community support for collaborative development

Look elsewhere if

  • Organizations requiring extensive official support

    Lacks comprehensive official documentation and support channels

  • Developers needing a stable, mature tool

    The project is still growing and may not have all features fully stabilized

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    Relatively high number of open issues

    49 open issues on GitHub

  2. 02

    Recent last commit

    Last commit was in September 2024

  3. 03

    Limited official documentation

    No homepage or detailed documentation linked

What it does well

  • Open-source and community-driven

    Hosted on GitHub with 5961 stars and 481 forks

  • High weekly downloads

    712,248 weekly downloads on npm

  • Supports integration with LLMs

    Listed under topics like 'language-model' and 'llm'

Pricing

Free tier
Yes
Paid from
—
Model
N/A
Enterprise plan
No

Pricing last confirmed Oct 2, 2026.

Performance benchmarks

How Fast Is It?

Set up Agents

Setup steps, common gotchas and what to check after 30 days.

Open the setup guide →