Comparison
AgentGPT vs scikit-optimize
Verdict
Pick AgentGPT when agentGPT is primarily TypeScript; scikit-optimize is Python; pick scikit-optimize when scikit-optimize is primarily Python; AgentGPT is TypeScript.
Markdown twin · AgentGPT alternatives · scikit-optimize alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | AgentGPT | scikit-optimize |
|---|---|---|
| Maintenance | Archived (438d since push) As of today · github_public_v1 | Archived (869d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | 17 low (17 low) As of today · osv@v1 |
Tagline
- AgentGPT
- Assembler for autonomous AI Agents
- scikit-optimize
- Sequential model-based optimization with a `scipy.optimize` interface
Stars
- AgentGPT
- 36k
- scikit-optimize
- 2.8k
Forks
- AgentGPT
- 9.3k
- scikit-optimize
- 559
Open issues
- AgentGPT
- 219
- scikit-optimize
- 318
Language
- AgentGPT
- TypeScript
- scikit-optimize
- 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
- scikit-optimize
- -
Persona
- AgentGPT
- -
- scikit-optimize
- -
Runtime
- AgentGPT
- -
- scikit-optimize
- -
License
- AgentGPT
- GPL-3.0
- scikit-optimize
- BSD-3-Clause
Last pushed
- AgentGPT
- Apr 29, 2025
- scikit-optimize
- Feb 23, 2024
Categories
- AgentGPT
- AI Agents, Developer Tools
- scikit-optimize
- Developer Tools
Trust and health
Days since push
- AgentGPT
- 438d
- scikit-optimize
- 869d
Open issues (now)
- AgentGPT
- 219
- scikit-optimize
- 318
Security scan
- AgentGPT
- No lockfile
- scikit-optimize
- 17 low (17 low)
Full report
- AgentGPT
- Trust report
- scikit-optimize
- Trust report
Choose AgentGPT if…
- AgentGPT is primarily TypeScript; scikit-optimize is Python.
- License: AgentGPT is GPL-3.0, scikit-optimize is BSD-3-Clause.
- Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup.
- Also covers AI Agents.
- 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
Choose scikit-optimize if…
- scikit-optimize is primarily Python; AgentGPT is TypeScript.
- License: scikit-optimize is BSD-3-Clause, AgentGPT is GPL-3.0.
- Tags unique to scikit-optimize: bayesian-optimization, bayesopt, binder, hacktoberfest.
When NOT to use scikit-optimize
- scikit-optimize is archived on GitHub. Prefer an active alternative unless you maintain a private fork or need a frozen dependency.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
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 Jul 11, 2026
- GitHub forks (reworkd/AgentGPT) · observed Jul 11, 2026
- Last push (reworkd/AgentGPT) · observed Apr 29, 2025
- License file (GPL-3.0) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (scikit-optimize/scikit-optimize) · observed Jul 11, 2026
- GitHub forks (scikit-optimize/scikit-optimize) · observed Jul 11, 2026
- Last push (scikit-optimize/scikit-optimize) · observed Feb 23, 2024
- License file (BSD-3-Clause) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: AgentGPT 36k · scikit-optimize 2.8k (synced Jul 11, 2026).
Common questions
- What is the difference between AgentGPT and scikit-optimize?
- AgentGPT: Assembler for autonomous AI Agents. scikit-optimize: Sequential model-based optimization with a
scipy.optimizeinterface. See the comparison table for live GitHub stats and shared categories. - When should I choose AgentGPT over scikit-optimize?
- Choose AgentGPT over scikit-optimize when AgentGPT is primarily TypeScript; scikit-optimize is Python; License: AgentGPT is GPL-3.0, scikit-optimize is BSD-3-Clause; Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup; Also covers AI Agents; 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 choose scikit-optimize over AgentGPT?
- Choose scikit-optimize over AgentGPT when scikit-optimize is primarily Python; AgentGPT is TypeScript; License: scikit-optimize is BSD-3-Clause, AgentGPT is GPL-3.0; Tags unique to scikit-optimize: bayesian-optimization, bayesopt, binder, hacktoberfest.
- 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 scikit-optimize?
- scikit-optimize is archived on GitHub. Prefer an active alternative unless you maintain a private fork or need a frozen dependency. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Is AgentGPT or scikit-optimize more popular on GitHub?
- AgentGPT has more GitHub stars (36,264 vs 2,826). Stars measure visibility, not whether either tool fits your constraints.
- Are AgentGPT and scikit-optimize open source?
- Yes - both are open-source projects on GitHub (AgentGPT: GPL-3.0, scikit-optimize: BSD-3-Clause).
- Where can I find alternatives to AgentGPT or scikit-optimize?
- GraphCanon lists graph-backed alternatives at AgentGPT alternatives and scikit-optimize alternatives (AgentGPT markdown twin, scikit-optimize 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 scikit-optimize?
- AgentGPT: Archived. scikit-optimize: 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 AgentGPT and scikit-optimize?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: AgentGPT trust report; scikit-optimize trust report.