Comparison
automagica vs agentic-signal
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 agentic-signal if agentic-Signal is a visual AI agent workflow automation tool that emphasizes local LLM integration and no-code building capabilities.
Markdown twin · automagica alternatives · agentic-signal alternatives
GraphCanon updated Sep 20, 2026
11views this month
vs
Trust & integrity
| Signal | automagica | agentic-signal |
|---|---|---|
| Maintenance | Dormant (2167d since push) As of Sep 20, 2026 · github_public_v1 | Very active (6d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 20, 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 15, 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
- agentic-signal
- Visual AI agent workflow automation platform with local LLM integration
Stars
- automagica
- 3.1k
- agentic-signal
- 177
Forks
- automagica
- 485
- agentic-signal
- 18
Open issues
- automagica
- 29
- agentic-signal
- 0
Language
- automagica
- Python
- agentic-signal
- TypeScript
Adopt for
- automagica
- Automagica is an AI-driven RPA platform that specializes in automating repetitive tasks on desktops and web interfaces using Python.
- agentic-signal
- Agentic-Signal is a visual AI agent workflow automation tool that emphasizes local LLM integration and no-code building capabilities.
Persona
- automagica
- -
- agentic-signal
- -
Runtime
- automagica
- -
- agentic-signal
- -
License
- automagica
- -
- agentic-signal
- Other
Last pushed
- automagica
- Oct 13, 2020
- agentic-signal
- Sep 13, 2026
Categories
- automagica
- Developer Tools
- agentic-signal
- AI Agents, Developer Tools
Trust and health
Maintenance
- automagica
- Dormant (18%)
- agentic-signal
- Very active (96%)
Days since push
- automagica
- 2167d
- agentic-signal
- 6d
Open issues (now)
- automagica
- 29
- agentic-signal
- 0
Stars delta
- automagica
- +7 (30d)
- agentic-signal
- +15 (30d)
Open issues delta
- automagica
- 0 (30d)
- agentic-signal
- -3 (30d)
Owner type
- automagica
- Organization
- agentic-signal
- User
Full report
- automagica
- Trust report
- agentic-signal
- Trust report
Choose automagica if…
- automagica is primarily Python; agentic-signal 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 agentic-signal if…
- agentic-signal is primarily TypeScript; automagica is Python.
- Tags unique to agentic-signal: ai-agents, ai-automation, fortheloveofcode, gemma.
- Also covers AI Agents.
- - If you need to build intelligent workflows locally without dependence on cloud services for privacy or compliance reasons.
When NOT to use agentic-signal
- - Avoid if you require extensive cloud-based features or seamless integration with cloud-dependent AI services.
- - Not suitable when looking for a tool that prioritizes flexibility in cloud deployment over local computational resources.
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 (code-forge-temple/agentic-signal) · observed Sep 20, 2026
- GitHub forks (code-forge-temple/agentic-signal) · observed Sep 20, 2026
- Last push (code-forge-temple/agentic-signal) · observed Sep 13, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: automagica 3.1k · agentic-signal 177 (synced Sep 20, 2026).
Common questions
- What is the difference between automagica and agentic-signal?
- automagica: AI-powered Smart Robotic Process Automation. agentic-signal: Visual AI agent workflow automation platform with local LLM integration. See the comparison table for live GitHub stats and shared categories.
- When should I choose automagica over agentic-signal?
- Choose automagica over agentic-signal when automagica is primarily Python; agentic-signal 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 agentic-signal over automagica?
- Choose agentic-signal over automagica when agentic-signal is primarily TypeScript; automagica is Python; Tags unique to agentic-signal: ai-agents, ai-automation, fortheloveofcode, gemma; Also covers AI Agents; - If you need to build intelligent workflows locally without dependence on cloud services for privacy or compliance reasons.
- 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 agentic-signal?
- - Avoid if you require extensive cloud-based features or seamless integration with cloud-dependent AI services. - Not suitable when looking for a tool that prioritizes flexibility in cloud deployment over local computational resources.
- Is automagica or agentic-signal more popular on GitHub?
- automagica has more GitHub stars (3,101 vs 177). Stars measure visibility, not whether either tool fits your constraints.
- Are automagica and agentic-signal open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to automagica or agentic-signal?
- GraphCanon lists graph-backed alternatives at automagica alternatives and agentic-signal alternatives (automagica markdown twin, agentic-signal 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 agentic-signal?
- automagica: Dormant. agentic-signal: 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 automagica and agentic-signal?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: automagica trust report; agentic-signal trust report.