Comparison
AutoAgent vs neuron-ai
Verdict
Pick AutoAgent if autoAgent is a framework designed for creating automated AI agents using large language models in a zero-code, fully-automated environment. It operates with Python and uses Docker to manage agent-interaction environments; pick neuron-ai if neuron-AI is specifically designed as an Agentic Framework for PHP developers to incorporate AI capabilities into their applications through the seamless integration of LLMs.
Markdown twin · AutoAgent alternatives · neuron-ai alternatives
GraphCanon updated 2d
vs
Trust & integrity
| Signal | AutoAgent | neuron-ai |
|---|---|---|
| Maintenance | Slowing (307d since push) As of 4d · github_public_v1 | Very active (0d since push) As of 2d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4d · github_public_v1 | Not a fork · Organization account As of 2d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- AutoAgent
- Fully-Automated and Zero-Code LLM Agent Framework
- neuron-ai
- Agentic Framework for building production-ready AI applications in PHP
Stars
- AutoAgent
- 9.7k
- neuron-ai
- 2.1k
Forks
- AutoAgent
- 1.4k
- neuron-ai
- 235
Open issues
- AutoAgent
- 68
- neuron-ai
- 7
Language
- AutoAgent
- Python
- neuron-ai
- PHP
Adopt for
- AutoAgent
- AutoAgent is a framework designed for creating automated AI agents using large language models in a zero-code, fully-automated environment. It operates with Python and uses Docker to manage agent-interaction environments
- neuron-ai
- Neuron-AI is specifically designed as an Agentic Framework for PHP developers to incorporate AI capabilities into their applications through the seamless integration of LLMs, tools, and vector databases with agents.
Persona
- AutoAgent
- -
- neuron-ai
- -
Runtime
- AutoAgent
- -
- neuron-ai
- -
License
- AutoAgent
- MIT
- neuron-ai
- MIT
Last pushed
- AutoAgent
- Oct 16, 2025
- neuron-ai
- Aug 20, 2026
Categories
- AutoAgent
- AI Agents
- neuron-ai
- AI Agents, Inference & Serving
Trust and health
Maintenance
- AutoAgent
- Slowing (36%)
- neuron-ai
- Very active (96%)
Days since push
- AutoAgent
- 307d
- neuron-ai
- 0d
Open issues (now)
- AutoAgent
- 68
- neuron-ai
- 7
Stars delta
- AutoAgent
- +242 (30d)
- neuron-ai
- +37 (30d)
Open issues delta
- AutoAgent
- -1 (30d)
- neuron-ai
- -2 (30d)
Full report
- AutoAgent
- Trust report
- neuron-ai
- Trust report
Typed relationship
AutoAgent alternative neuron-aiBoth frameworks are designed to build production-ready AI-driven applications using an agentic framework, potentially targeting the same audience with slightly different features.
Choose AutoAgent if…
- AutoAgent is primarily Python; neuron-ai is PHP.
- Both frameworks are designed to build production-ready AI-driven applications using an agentic framework, potentially targeting the same audience with slightly different features.
- Tags unique to AutoAgent: llms.
- Use AutoAgent when you aim to leverage LLMs in an automation setting without needing any coding experience.
When NOT to use AutoAgent
- Avoid AutoAgent if your project requires customization or modification of the underlying agent framework code directly.
- Do not use AutoAgent when you require real-time performance and low latency operation since its automatic Docker image handling can cause delays in deployment.
Choose neuron-ai if…
- neuron-ai is primarily PHP; AutoAgent is Python.
- Both frameworks are designed to build production-ready AI-driven applications using an agentic framework, potentially targeting the same audience with slightly different features.
- Tags unique to neuron-ai: agentic-ai, llm-inference, php, vector-database.
- Also covers Inference & Serving.
- neuron-ai ships Docker support for self-hosted deployment.
- When you are a PHP developer looking for an agentic framework that allows integration of AI components directly in your existing stack.
When NOT to use neuron-ai
- If your application does not require integration of AI agents, sophisticated tools, or vector databases within the PHP framework as Neuron-AI doesn't offer standalone value without these integrations.
- When a different programming language is heavily favored over PHP in your project environment, Neuron-AI would then be less suitable due to its PHP-centric design.
- If immediate access to the latest advancements in AI components like neural networks or machine learning requires rapid iteration and experimentation beyond what PHP allows efficiently.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (HKUDS/AutoAgent) · observed Aug 19, 2026
- GitHub forks (HKUDS/AutoAgent) · observed Aug 19, 2026
- Last push (HKUDS/AutoAgent) · observed Oct 16, 2025
- License file (MIT) · observed Aug 19, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (neuron-core/neuron-ai) · observed Aug 21, 2026
- GitHub forks (neuron-core/neuron-ai) · observed Aug 21, 2026
- Last push (neuron-core/neuron-ai) · observed Aug 20, 2026
- License file (MIT) · observed Aug 21, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: AutoAgent 9.7k · neuron-ai 2.1k (synced Aug 19, 2026).
Common questions
- What is the difference between AutoAgent and neuron-ai?
- AutoAgent: Fully-Automated and Zero-Code LLM Agent Framework. neuron-ai: Agentic Framework for building production-ready AI applications in PHP. See the comparison table for live GitHub stats and shared categories.
- When should I choose AutoAgent over neuron-ai?
- Choose AutoAgent over neuron-ai when AutoAgent is primarily Python; neuron-ai is PHP; Both frameworks are designed to build production-ready AI-driven applications using an agentic framework, potentially targeting the same audience with slightly different features; Tags unique to AutoAgent: llms; Use AutoAgent when you aim to leverage LLMs in an automation setting without needing any coding experience.
- When should I choose neuron-ai over AutoAgent?
- Choose neuron-ai over AutoAgent when neuron-ai is primarily PHP; AutoAgent is Python; Both frameworks are designed to build production-ready AI-driven applications using an agentic framework, potentially targeting the same audience with slightly different features; Tags unique to neuron-ai: agentic-ai, llm-inference, php, vector-database; Also covers Inference & Serving; neuron-ai ships Docker support for self-hosted deployment; When you are a PHP developer looking for an agentic framework that allows integration of AI components directly in your existing stack.
- When should I avoid AutoAgent?
- Avoid AutoAgent if your project requires customization or modification of the underlying agent framework code directly. Do not use AutoAgent when you require real-time performance and low latency operation since its automatic Docker image handling can cause delays in deployment.
- When should I avoid neuron-ai?
- If your application does not require integration of AI agents, sophisticated tools, or vector databases within the PHP framework as Neuron-AI doesn't offer standalone value without these integrations. When a different programming language is heavily favored over PHP in your project environment, Neuron-AI would then be less suitable due to its PHP-centric design. If immediate access to the latest advancements in AI components like neural networks or machine learning requires rapid iteration and experimentation beyond what PHP allows efficiently.
- Is AutoAgent or neuron-ai more popular on GitHub?
- AutoAgent has more GitHub stars (9,738 vs 2,058). Stars measure visibility, not whether either tool fits your constraints.
- Are AutoAgent and neuron-ai open source?
- Yes - both are open-source projects on GitHub (AutoAgent: MIT, neuron-ai: MIT).
- Where can I find alternatives to AutoAgent or neuron-ai?
- GraphCanon lists graph-backed alternatives at AutoAgent alternatives and neuron-ai alternatives (AutoAgent markdown twin, neuron-ai markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, AutoAgent or neuron-ai?
- AutoAgent: Slowing. neuron-ai: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for AutoAgent and neuron-ai?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: AutoAgent trust report; neuron-ai trust report.