LLM Orchestration

AgentFlow

Complex LLM Workflows from Simple JSON.

Status
UnmaintainedNo commits in 1110 days.
Last checked
Checked · Oct 13, 2026
License
Open source
Pricing
Free tier

What it is

AgentFlow is a Python-based tool designed to simplify the creation of complex language model workflows using straightforward JSON configurations. It is open-source under the MIT license, allowing developers to freely modify and distribute the software. Despite being relatively new, with its repository created in August 2023, it has gained a moderate following on GitHub with 320 stars. The tool is particularly useful for developers looking to integrate language models into their applications without delving into intricate coding processes.

Uses simple JSON configurations to manage complex LLM workflows.

When it fits — and when it doesn’t

A good fit for

  • Developers integrating LLMs into applications

    Provides a straightforward method to manage complex workflows using JSON.

  • Rapid prototyping of AI applications

    Allows quick setup and iteration due to its simple configuration approach.

Look elsewhere if

  • Projects requiring extensive community support

    Limited community engagement may hinder support and development.

  • Developers needing a mature, feature-rich tool

    As an emerging tool, it may not have all the features of more established competitors.

Known weaknesses

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

  1. 01

    Limited community support

    Only 27 forks and 4 watchers on GitHub.

  2. 02

    Single contributor

    The GitHub data shows only one contributor.

  3. 03

    Emerging tool

    Created in August 2023 with a moderate number of stars.

What it does well

  • Open-source under MIT license

    The GitHub repository lists the MIT license.

  • Simplifies LLM workflow creation

    Uses JSON to define workflows, reducing coding complexity.

  • Python-based

    The primary language listed is Python.

Pricing

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

Pricing last confirmed Oct 2, 2026.

Performance benchmarks

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Set up AgentFlow

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

Open the setup guide →
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