Comparison
automagica vs AgentGPT
Verdict
Pick automagica if automagica is an AI-driven RPA platform that specializes in automating repetitive tasks on desktops and web interfaces using Python; 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 · automagica alternatives · AgentGPT alternatives
GraphCanon updated Sep 20, 2026
10views this month
vs
Trust & integrity
| Signal | automagica | AgentGPT |
|---|---|---|
| Maintenance | Dormant (2167d since push) As of Sep 20, 2026 · github_public_v1 | Archived (497d since push) As of Sep 8, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 8, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · 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
- automagica
- AI-powered Smart Robotic Process Automation
- AgentGPT
- Assembler for autonomous AI Agents
Stars
- automagica
- 3.1k
- AgentGPT
- 36k
Forks
- automagica
- 485
- AgentGPT
- 9.3k
Open issues
- automagica
- 29
- AgentGPT
- 219
Language
- automagica
- Python
- AgentGPT
- TypeScript
Adopt for
- automagica
- Automagica is an AI-driven RPA platform that specializes in automating repetitive tasks on desktops and web interfaces using Python.
- 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
- automagica
- -
- AgentGPT
- -
Runtime
- automagica
- -
- AgentGPT
- -
License
- automagica
- -
- AgentGPT
- GPL-3.0
Last pushed
- automagica
- Oct 13, 2020
- AgentGPT
- Apr 29, 2025
Categories
- automagica
- Developer Tools
- AgentGPT
- AI Agents, Developer Tools
Trust and health
Maintenance
- automagica
- Dormant (18%)
- AgentGPT
- Archived (8%)
Days since push
- automagica
- 2167d
- AgentGPT
- 497d
Archived on GitHub
- automagica
- No
- AgentGPT
- Yes
Open issues (now)
- automagica
- 29
- AgentGPT
- 219
Stars delta
- automagica
- +7 (30d)
- AgentGPT
- -7 (30d)
Full report
- automagica
- Trust report
- AgentGPT
- Trust report
Choose automagica if…
- automagica is primarily Python; AgentGPT is TypeScript.
- Tags unique to automagica: ai, autoit, automagica-portal, automation.
- When you need to automate processes across both desktop applications and web interfaces, leveraging intelligent automation capabilities powered by Python.
When NOT to use automagica
- Avoid if your specific automation requirements are better served by competitor platforms that offer more extensive pre-built connectors without the need for custom scripting in Python.
- If your project strictly requires low-code/no-code solutions where writing or modifying scripts is not feasible or desired.
Choose AgentGPT if…
- AgentGPT is primarily TypeScript; automagica is Python.
- 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
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (automagica/automagica) · observed Sep 20, 2026
- GitHub forks (automagica/automagica) · observed Sep 20, 2026
- Last push (automagica/automagica) · observed Oct 13, 2020
- License file (unknown) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (reworkd/AgentGPT) · observed Sep 20, 2026
- GitHub forks (reworkd/AgentGPT) · observed Sep 20, 2026
- Last push (reworkd/AgentGPT) · observed Apr 29, 2025
- License file (GPL-3.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: automagica 3.1k · AgentGPT 36k (synced Sep 20, 2026).
Common questions
- What is the difference between automagica and AgentGPT?
- automagica: AI-powered Smart Robotic Process Automation. AgentGPT: Assembler for autonomous AI Agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose automagica over AgentGPT?
- Choose automagica over AgentGPT when automagica is primarily Python; AgentGPT is TypeScript; Tags unique to automagica: ai, autoit, automagica-portal, automation; When you need to automate processes across both desktop applications and web interfaces, leveraging intelligent automation capabilities powered by Python.
- When should I choose AgentGPT over automagica?
- Choose AgentGPT over automagica when AgentGPT is primarily TypeScript; automagica is Python; 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 avoid automagica?
- Avoid if your specific automation requirements are better served by competitor platforms that offer more extensive pre-built connectors without the need for custom scripting in Python. If your project strictly requires low-code/no-code solutions where writing or modifying scripts is not feasible or desired.
- 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 automagica or AgentGPT more popular on GitHub?
- AgentGPT has more GitHub stars (36,297 vs 3,101). Stars measure visibility, not whether either tool fits your constraints.
- Are automagica and AgentGPT open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to automagica or AgentGPT?
- GraphCanon lists graph-backed alternatives at automagica alternatives and AgentGPT alternatives (automagica 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, automagica or AgentGPT?
- automagica: Dormant. 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 automagica and AgentGPT?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: automagica trust report; AgentGPT trust report.