Comparison
AgentGPT vs aideml
Verdict
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; pick aideml if aIDE is an autonomous machine learning engineering agent designed to automate AI research and development tasks, enhancing code optimization through intelligent.
Markdown twin · AgentGPT alternatives · aideml alternatives
GraphCanon updated 2w
Trust & integrity
| Signal | AgentGPT | aideml |
|---|---|---|
| Maintenance | Archived (466d since push) As of 2w · github_public_v1 | Active (18d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 3w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | Published findings 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
- AgentGPT
- Assembler for autonomous AI Agents
- aideml
- AI-Driven Exploration in the Space of Code
Stars
- AgentGPT
- 36k
- aideml
- 1.5k
Forks
- AgentGPT
- 9.3k
- aideml
- 212
Open issues
- AgentGPT
- 219
- aideml
- 2
Language
- AgentGPT
- TypeScript
- aideml
- Python
Adopt for
- 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
- aideml
- AIDE is an autonomous machine learning engineering agent designed to automate AI research and development tasks, enhancing code optimization through intelligent automation.
Persona
- AgentGPT
- -
- aideml
- -
Runtime
- AgentGPT
- -
- aideml
- -
License
- AgentGPT
- GPL-3.0
- aideml
- MIT
Last pushed
- AgentGPT
- Apr 29, 2025
- aideml
- Jul 15, 2026
Categories
- AgentGPT
- AI Agents, Developer Tools
- aideml
- AI Agents, Model Training
Trust and health
Maintenance
- AgentGPT
- Archived (8%)
- aideml
- Active (82%)
Days since push
- AgentGPT
- 466d
- aideml
- 18d
Archived on GitHub
- AgentGPT
- Yes
- aideml
- No
Open issues (now)
- AgentGPT
- 219
- aideml
- 2
OSV dependency advisories
- AgentGPT
- No lockfile (source not queried)
- aideml
- Published findings
Full report
- AgentGPT
- Trust report
- aideml
- Trust report
Choose AgentGPT if…
- AgentGPT is primarily TypeScript; aideml is Python.
- License: AgentGPT is GPL-3.0, aideml is MIT.
- Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup.
- Also covers Developer Tools.
- 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
Choose aideml if…
- aideml is primarily Python; AgentGPT is TypeScript.
- License: aideml is MIT, AgentGPT is GPL-3.0.
- Pricing: The tool is available for free under the MIT license. However, external services like the OpenAI API might incur costs based on their usage policies..
- Requirements: Min 4 GB RAM; Requires Docker; OpenAI API key is necessary for operation.; The tool supports setup through Docker or direct installation using pip for development use..
- Tags unique to aideml: ai-agents, automated-machine-learning, autonomous-agents, autoresearch.
- Also covers Model Training.
- When you need sophisticated automation in the R&D phase of your AI projects, leveraging AI-driven exploration to refine code effectively.
When NOT to use aideml
- If you seek a tool that is extensively documented or has community support, as the repository might lack detailed instructions and user forums.
- For projects that require manual oversight at every stage of R&D; AIDE's strength lies in automating these processes, which may reduce human intervention more than desired.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- 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 (WecoAI/aideml) · observed Aug 3, 2026
- GitHub forks (WecoAI/aideml) · observed Aug 3, 2026
- Last push (WecoAI/aideml) · observed Jul 15, 2026
- License file (MIT) · observed Aug 3, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: AgentGPT 36k · aideml 1.5k (synced Aug 8, 2026).
Common questions
- What is the difference between AgentGPT and aideml?
- AgentGPT: Assembler for autonomous AI Agents. aideml: AI-Driven Exploration in the Space of Code. See the comparison table for live GitHub stats and shared categories.
- When should I choose AgentGPT over aideml?
- Choose AgentGPT over aideml when AgentGPT is primarily TypeScript; aideml is Python; License: AgentGPT is GPL-3.0, aideml is MIT; Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup; Also covers Developer Tools; When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI.
- When should I choose aideml over AgentGPT?
- Choose aideml over AgentGPT when aideml is primarily Python; AgentGPT is TypeScript; License: aideml is MIT, AgentGPT is GPL-3.0; Pricing: The tool is available for free under the MIT license. However, external services like the OpenAI API might incur costs based on their usage policies.; Requirements: Min 4 GB RAM; Requires Docker; OpenAI API key is necessary for operation.; The tool supports setup through Docker or direct installation using pip for development use.; Tags unique to aideml: ai-agents, automated-machine-learning, autonomous-agents, autoresearch; Also covers Model Training; When you need sophisticated automation in the R&D phase of your AI projects, leveraging AI-driven exploration to refine code effectively.
- 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
- When should I avoid aideml?
- If you seek a tool that is extensively documented or has community support, as the repository might lack detailed instructions and user forums. For projects that require manual oversight at every stage of R&D; AIDE's strength lies in automating these processes, which may reduce human intervention more than desired.
- Is AgentGPT or aideml more popular on GitHub?
- AgentGPT has more GitHub stars (36,304 vs 1,460). Stars measure visibility, not whether either tool fits your constraints.
- Are AgentGPT and aideml open source?
- Yes - both are open-source projects on GitHub (AgentGPT: GPL-3.0, aideml: MIT).
- Where can I find alternatives to AgentGPT or aideml?
- GraphCanon lists graph-backed alternatives at AgentGPT alternatives and aideml alternatives (AgentGPT markdown twin, aideml 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, AgentGPT or aideml?
- AgentGPT: Archived. aideml: 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 AgentGPT and aideml?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: AgentGPT trust report; aideml trust report.