Comparison
ai-toolkit vs flowable-engine
Verdict
Pick ai-toolkit if ai-toolkit integrates AI abilities into Cypress workflows via skill-based agents; pick flowable-engine if flowable-engine is a Java-based BPM platform which focuses on being compact and efficient for developers, system admins, and business users.
Markdown twin · ai-toolkit alternatives · flowable-engine alternatives
GraphCanon updated Sep 20, 2026
10views this month
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Trust & integrity
| Signal | ai-toolkit | flowable-engine |
|---|---|---|
| Maintenance | Active (8d since push) As of Sep 5, 2026 · github_public_v1 | Very active (2d since push) As of Sep 14, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 5, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 14, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 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
- ai-toolkit
- Fast, flexible, and open tooling for building intelligent workflows with Cypress.
- flowable-engine
- A compact and highly efficient workflow and Business Process Management (BPM) platform
Stars
- ai-toolkit
- 40
- flowable-engine
- 9.5k
Forks
- ai-toolkit
- 3
- flowable-engine
- 2.9k
Open issues
- ai-toolkit
- 0
- flowable-engine
- 411
Language
- ai-toolkit
- -
- flowable-engine
- Java
Adopt for
- ai-toolkit
- ai-toolkit integrates AI abilities into Cypress workflows via skill-based agents.
- flowable-engine
- Flowable-engine is a Java-based BPM platform which focuses on being compact and efficient for developers, system admins, and business users.
Persona
- ai-toolkit
- -
- flowable-engine
- -
Runtime
- ai-toolkit
- -
- flowable-engine
- -
License
- ai-toolkit
- MIT
- flowable-engine
- Apache-2.0
Last pushed
- ai-toolkit
- Aug 28, 2026
- flowable-engine
- Sep 12, 2026
Categories
- ai-toolkit
- AI Agents, Developer Tools
- flowable-engine
- Developer Tools
Trust and health
Maintenance
- ai-toolkit
- Active (82%)
- flowable-engine
- Very active (96%)
Days since push
- ai-toolkit
- 8d
- flowable-engine
- 2d
Open issues (now)
- ai-toolkit
- 0
- flowable-engine
- 411
Stars delta
- ai-toolkit
- +2 (30d)
- flowable-engine
- +84 (30d)
Open issues delta
- ai-toolkit
- 0 (30d)
- flowable-engine
- +10 (30d)
Full report
- ai-toolkit
- Trust report
- flowable-engine
- Trust report
Choose ai-toolkit if…
- License: ai-toolkit is MIT, flowable-engine is Apache-2.0.
- Tags unique to ai-toolkit: agent-skills, ai-tools, cypress, testing.
- Also covers AI Agents.
- Building intelligent automation flows using Cypress where AI can augment task handling based on predefined skills
When NOT to use ai-toolkit
- Scenarios needing broad ecosystem support unavailable through Cypress integration alone
- For projects requiring closed-source proprietary AI capabilities not compatible with MIT license terms
Choose flowable-engine if…
- License: flowable-engine is Apache-2.0, ai-toolkit is MIT.
- Tags unique to flowable-engine: bpmn, java, workflow, workflow-engine.
- When your project requires extensive integration with existing Java applications without adding significant overhead.
When NOT to use flowable-engine
- If you need a BPM solution that heavily relies on graphical process design tools, as Flowable-engine may not cater to non-technical users as intuitively as some competitors.
- In scenarios needing extensive support for custom programming languages outside of Java, as this could limit its applicability and efficacy.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (cypress-io/ai-toolkit) · observed Sep 20, 2026
- GitHub forks (cypress-io/ai-toolkit) · observed Sep 20, 2026
- Last push (cypress-io/ai-toolkit) · observed Aug 28, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (flowable/flowable-engine) · observed Sep 20, 2026
- GitHub forks (flowable/flowable-engine) · observed Sep 20, 2026
- Last push (flowable/flowable-engine) · observed Sep 12, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: ai-toolkit 40 · flowable-engine 9.5k (synced Sep 20, 2026).
Common questions
- What is the difference between ai-toolkit and flowable-engine?
- ai-toolkit: Fast, flexible, and open tooling for building intelligent workflows with Cypress.. flowable-engine: A compact and highly efficient workflow and Business Process Management (BPM) platform. See the comparison table for live GitHub stats and shared categories.
- When should I choose ai-toolkit over flowable-engine?
- Choose ai-toolkit over flowable-engine when License: ai-toolkit is MIT, flowable-engine is Apache-2.0; Tags unique to ai-toolkit: agent-skills, ai-tools, cypress, testing; Also covers AI Agents; Building intelligent automation flows using Cypress where AI can augment task handling based on predefined skills.
- When should I choose flowable-engine over ai-toolkit?
- Choose flowable-engine over ai-toolkit when License: flowable-engine is Apache-2.0, ai-toolkit is MIT; Tags unique to flowable-engine: bpmn, java, workflow, workflow-engine; When your project requires extensive integration with existing Java applications without adding significant overhead.
- When should I avoid ai-toolkit?
- Scenarios needing broad ecosystem support unavailable through Cypress integration alone For projects requiring closed-source proprietary AI capabilities not compatible with MIT license terms
- When should I avoid flowable-engine?
- If you need a BPM solution that heavily relies on graphical process design tools, as Flowable-engine may not cater to non-technical users as intuitively as some competitors. In scenarios needing extensive support for custom programming languages outside of Java, as this could limit its applicability and efficacy.
- Is ai-toolkit or flowable-engine more popular on GitHub?
- flowable-engine has more GitHub stars (9,535 vs 40). Stars measure visibility, not whether either tool fits your constraints.
- Are ai-toolkit and flowable-engine open source?
- Yes - both are open-source projects on GitHub (ai-toolkit: MIT, flowable-engine: Apache-2.0).
- Where can I find alternatives to ai-toolkit or flowable-engine?
- GraphCanon lists graph-backed alternatives at ai-toolkit alternatives and flowable-engine alternatives (ai-toolkit markdown twin, flowable-engine 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, ai-toolkit or flowable-engine?
- ai-toolkit: Active. flowable-engine: 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 ai-toolkit and flowable-engine?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ai-toolkit trust report; flowable-engine trust report.