Comparison
loop-engineering vs AgentGPT
Verdict
Pick loop-engineering if provides tools for prompting and orchestrating AI coding agents with specific CLI utilities like loop-audit, loop-init, and loop-cost; pick AgentGPT if agentGPT is a TypeScript-based tool that supports users in assembling and deploying autonomous AI agents with a streamlined setup via a CLI, suitable for those who prefer browser-based interactions with their AI projects.
Markdown twin · loop-engineering alternatives · AgentGPT alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | loop-engineering | AgentGPT |
|---|---|---|
| Maintenance | Very active (0d since push) As of 3w · github_public_v1 | Archived (466d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 3w · github_public_v1 | Not a fork · Organization account As of 2w · 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
- loop-engineering
- Tools for loop engineering with AI coding agents
- AgentGPT
- Assembler for autonomous AI Agents
Stars
- loop-engineering
- 9.5k
- AgentGPT
- 36k
Forks
- loop-engineering
- 1.3k
- AgentGPT
- 9.3k
Open issues
- loop-engineering
- 21
- AgentGPT
- 219
Language
- loop-engineering
- JavaScript
- AgentGPT
- TypeScript
Adopt for
- loop-engineering
- Provides tools for prompting and orchestrating AI coding agents with specific CLI utilities like loop-audit, loop-init, and loop-cost.
- AgentGPT
- AgentGPT is a TypeScript-based tool that supports users in assembling and deploying autonomous AI agents with a streamlined setup via a CLI, suitable for those who prefer browser-based interactions with their AI projects
Persona
- loop-engineering
- -
- AgentGPT
- -
Runtime
- loop-engineering
- -
- AgentGPT
- -
License
- loop-engineering
- MIT
- AgentGPT
- GPL-3.0
Last pushed
- loop-engineering
- Jul 27, 2026
- AgentGPT
- Apr 29, 2025
Categories
- loop-engineering
- AI Agents, Developer Tools
- AgentGPT
- AI Agents, Developer Tools
Trust and health
Maintenance
- loop-engineering
- Very active (96%)
- AgentGPT
- Archived (8%)
Days since push
- loop-engineering
- 0d
- AgentGPT
- 466d
Archived on GitHub
- loop-engineering
- No
- AgentGPT
- Yes
Open issues (now)
- loop-engineering
- 21
- AgentGPT
- 219
Owner type
- loop-engineering
- User
- AgentGPT
- Organization
Full report
- loop-engineering
- Trust report
- AgentGPT
- Trust report
Choose loop-engineering if…
- loop-engineering is primarily JavaScript; AgentGPT is TypeScript.
- License: loop-engineering is MIT, AgentGPT is GPL-3.0.
- Tags unique to loop-engineering: agentic-ai, ai-agents, ai-coding, automation.
- When you need to design systems that integrate and orchestrate multiple AI coding agents in software development.
When NOT to use loop-engineering
- Avoid if you are looking for a simple wrapper around generic AI calls without specific patterns or starters provided by loop-engineering.
- Not suitable when the development workflow does not require orchestration of multiple coding agents, as its utilities may be overkill.
Choose AgentGPT if…
- AgentGPT is primarily TypeScript; loop-engineering is JavaScript.
- License: AgentGPT is GPL-3.0, loop-engineering is MIT.
- Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup.
- AgentGPT ships Docker support for self-hosted deployment.
- When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI
When NOT to use AgentGPT
- Avoid using if your project requires a NoSQL database solution, given that AgentGPT is configured specifically with MySQL out-of-the-box
- Consider alternatives if your stack does not include FastAPI or Next.js, as the tool's default configurations might require significant adjustment
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (cobusgreyling/loop-engineering) · observed Jul 28, 2026
- GitHub forks (cobusgreyling/loop-engineering) · observed Jul 28, 2026
- Last push (cobusgreyling/loop-engineering) · observed Jul 27, 2026
- License file (MIT) · observed Jul 28, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (reworkd/AgentGPT) · observed Aug 8, 2026
- GitHub forks (reworkd/AgentGPT) · observed Aug 8, 2026
- Last push (reworkd/AgentGPT) · observed Apr 29, 2025
- License file (GPL-3.0) · observed Aug 8, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: loop-engineering 9.5k · AgentGPT 36k (synced Jul 28, 2026).
Common questions
- What is the difference between loop-engineering and AgentGPT?
- loop-engineering: Tools for loop engineering with AI coding agents. AgentGPT: Assembler for autonomous AI Agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose loop-engineering over AgentGPT?
- Choose loop-engineering over AgentGPT when loop-engineering is primarily JavaScript; AgentGPT is TypeScript; License: loop-engineering is MIT, AgentGPT is GPL-3.0; Tags unique to loop-engineering: agentic-ai, ai-agents, ai-coding, automation; When you need to design systems that integrate and orchestrate multiple AI coding agents in software development.
- When should I choose AgentGPT over loop-engineering?
- Choose AgentGPT over loop-engineering when AgentGPT is primarily TypeScript; loop-engineering is JavaScript; License: AgentGPT is GPL-3.0, loop-engineering is MIT; Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup; AgentGPT ships Docker support for self-hosted deployment; When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI.
- When should I avoid loop-engineering?
- Avoid if you are looking for a simple wrapper around generic AI calls without specific patterns or starters provided by loop-engineering. Not suitable when the development workflow does not require orchestration of multiple coding agents, as its utilities may be overkill.
- When should I avoid AgentGPT?
- Avoid using if your project requires a NoSQL database solution, given that AgentGPT is configured specifically with MySQL out-of-the-box Consider alternatives if your stack does not include FastAPI or Next.js, as the tool's default configurations might require significant adjustment
- Is loop-engineering or AgentGPT more popular on GitHub?
- AgentGPT has more GitHub stars (36,304 vs 9,490). Stars measure visibility, not whether either tool fits your constraints.
- Are loop-engineering and AgentGPT open source?
- Yes - both are open-source projects on GitHub (loop-engineering: MIT, AgentGPT: GPL-3.0).
- Where can I find alternatives to loop-engineering or AgentGPT?
- GraphCanon lists graph-backed alternatives at loop-engineering alternatives and AgentGPT alternatives (loop-engineering markdown twin, AgentGPT 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, loop-engineering or AgentGPT?
- loop-engineering: Very active. AgentGPT: Archived. 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 loop-engineering and AgentGPT?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: loop-engineering trust report; AgentGPT trust report.