Comparison
rundeck vs agent-toolkit
Verdict
Pick rundeck if rundeck is an open-source platform enabling self-service infrastructure task execution via a web-based interface for automated workflows and ad-hoc commands; pick agent-toolkit if extends AI coding agent capabilities with Python skills for development and professional workflows.
Markdown twin · rundeck alternatives · agent-toolkit alternatives
GraphCanon updated Sep 20, 2026
12views this month
vs
Trust & integrity
| Signal | rundeck | agent-toolkit |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Slowing (198d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Organization 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
- rundeck
- Self-service operations platform for automation using scripts and tools
- agent-toolkit
- A curated collection of skills for AI coding agents
Stars
- rundeck
- 6.3k
- agent-toolkit
- 2.5k
Forks
- rundeck
- 987
- agent-toolkit
- 226
Open issues
- rundeck
- 63
- agent-toolkit
- 18
Language
- rundeck
- Groovy
- agent-toolkit
- Python
Adopt for
- rundeck
- Rundeck is an open-source platform enabling self-service infrastructure task execution via a web-based interface for automated workflows and ad-hoc commands.
- agent-toolkit
- Extends AI coding agent capabilities with Python skills for development and professional workflows
Persona
- rundeck
- -
- agent-toolkit
- -
Runtime
- rundeck
- -
- agent-toolkit
- -
License
- rundeck
- Apache-2.0
- agent-toolkit
- MIT
Last pushed
- rundeck
- Sep 17, 2026
- agent-toolkit
- Mar 5, 2026
Categories
- rundeck
- Developer Tools
- agent-toolkit
- AI Agents, Developer Tools
Trust and health
Maintenance
- rundeck
- Very active (96%)
- agent-toolkit
- Slowing (36%)
Days since push
- rundeck
- 0d
- agent-toolkit
- 198d
Open issues (now)
- rundeck
- 63
- agent-toolkit
- 18
Stars delta
- rundeck
- +43 (30d)
- agent-toolkit
- +176 (30d)
Open issues delta
- rundeck
- -634 (30d)
- agent-toolkit
- +1 (30d)
Full report
- rundeck
- Trust report
- agent-toolkit
- Trust report
Choose rundeck if…
- rundeck is primarily Groovy; agent-toolkit is Python.
- License: rundeck is Apache-2.0, agent-toolkit is MIT.
- Tags unique to rundeck: devops, operations, orchestration, scheduler.
- Use Rundeck if you require a web-based interface to execute scripts and tools within your operations, offering users access to predefined tasks without needing deep technical knowledge.
When NOT to use rundeck
- Avoid Rundeck if you prefer lightweight solutions that do not require a web interface; alternatives might be better suited if you seek simpler setup procedures.
- If your project relies heavily on real-time command execution and Rundeck's scripting environment does not support your specific needs, another solution might be more appropriate.
Choose agent-toolkit if…
- agent-toolkit is primarily Python; rundeck is Groovy.
- License: agent-toolkit is MIT, rundeck is Apache-2.0.
- Tags unique to agent-toolkit: agent-skills, ai, claude, claude-code.
- Also covers AI Agents.
- For enhancing specific tasks like documentation, planning, and workflow management
When NOT to use agent-toolkit
- If you seek support for languages other than Python
- When working with non-Python based coding agents that require specialized skills not covered by this toolkit
- In cases where custom, from-scratch development is preferred over using pre-packaged scripts
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (rundeck/rundeck) · observed Sep 20, 2026
- GitHub forks (rundeck/rundeck) · observed Sep 20, 2026
- Last push (rundeck/rundeck) · observed Sep 17, 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 (softaworks/agent-toolkit) · observed Sep 20, 2026
- GitHub forks (softaworks/agent-toolkit) · observed Sep 20, 2026
- Last push (softaworks/agent-toolkit) · observed Mar 5, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: rundeck 6.3k · agent-toolkit 2.5k (synced Sep 20, 2026).
Common questions
- What is the difference between rundeck and agent-toolkit?
- rundeck: Self-service operations platform for automation using scripts and tools. agent-toolkit: A curated collection of skills for AI coding agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose rundeck over agent-toolkit?
- Choose rundeck over agent-toolkit when rundeck is primarily Groovy; agent-toolkit is Python; License: rundeck is Apache-2.0, agent-toolkit is MIT; Tags unique to rundeck: devops, operations, orchestration, scheduler; Use Rundeck if you require a web-based interface to execute scripts and tools within your operations, offering users access to predefined tasks without needing deep technical knowledge.
- When should I choose agent-toolkit over rundeck?
- Choose agent-toolkit over rundeck when agent-toolkit is primarily Python; rundeck is Groovy; License: agent-toolkit is MIT, rundeck is Apache-2.0; Tags unique to agent-toolkit: agent-skills, ai, claude, claude-code; Also covers AI Agents; For enhancing specific tasks like documentation, planning, and workflow management.
- When should I avoid rundeck?
- Avoid Rundeck if you prefer lightweight solutions that do not require a web interface; alternatives might be better suited if you seek simpler setup procedures. If your project relies heavily on real-time command execution and Rundeck's scripting environment does not support your specific needs, another solution might be more appropriate.
- When should I avoid agent-toolkit?
- If you seek support for languages other than Python When working with non-Python based coding agents that require specialized skills not covered by this toolkit In cases where custom, from-scratch development is preferred over using pre-packaged scripts
- Is rundeck or agent-toolkit more popular on GitHub?
- rundeck has more GitHub stars (6,302 vs 2,483). Stars measure visibility, not whether either tool fits your constraints.
- Are rundeck and agent-toolkit open source?
- Yes - both are open-source projects on GitHub (rundeck: Apache-2.0, agent-toolkit: MIT).
- Where can I find alternatives to rundeck or agent-toolkit?
- GraphCanon lists graph-backed alternatives at rundeck alternatives and agent-toolkit alternatives (rundeck markdown twin, agent-toolkit 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, rundeck or agent-toolkit?
- rundeck: Very active. agent-toolkit: Slowing. 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 rundeck and agent-toolkit?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: rundeck trust report; agent-toolkit trust report.