Comparison
open-code-review vs agent-toolkit
Verdict
Pick open-code-review if open-code-review is a hybrid architecture code review tool using deterministic pipelines and an LLM Agent to provide detailed feedback, including specific security rule checks; pick agent-toolkit if extends AI coding agent capabilities with Python skills for development and professional workflows.
Markdown twin · open-code-review alternatives · agent-toolkit alternatives
GraphCanon updated 2d
vs
Trust & integrity
| Signal | open-code-review | agent-toolkit |
|---|---|---|
| Maintenance | Very active (0d since push) As of 2d · github_public_v1 | Slowing (159d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2d · github_public_v1 | Not a fork · Organization account As of 1w · github_public_v1 |
| OSV dependency advisories | No published findings from this source as of 2026-07-11 As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- open-code-review
- Hybrid architecture code review tool with LLM Agent for precise line-level comments and built-in security rule checks.
- agent-toolkit
- A curated collection of skills for AI coding agents
Stars
- open-code-review
- 21k
- agent-toolkit
- 2.3k
Forks
- open-code-review
- 1.5k
- agent-toolkit
- 217
Open issues
- open-code-review
- 126
- agent-toolkit
- 17
Language
- open-code-review
- Go
- agent-toolkit
- Python
Adopt for
- open-code-review
- open-code-review is a hybrid architecture code review tool using deterministic pipelines and an LLM Agent to provide detailed feedback, including specific security rule checks.
- agent-toolkit
- Extends AI coding agent capabilities with Python skills for development and professional workflows
Persona
- open-code-review
- -
- agent-toolkit
- -
Runtime
- open-code-review
- -
- agent-toolkit
- -
License
- open-code-review
- Apache-2.0 license, providing a balance between permissive usage and explicit patent grants.
- agent-toolkit
- MIT
Last pushed
- open-code-review
- Aug 19, 2026
- agent-toolkit
- Mar 5, 2026
Categories
- open-code-review
- Developer Tools, LLM Frameworks
- agent-toolkit
- AI Agents, Developer Tools
Trust and health
Maintenance
- open-code-review
- Very active (96%)
- agent-toolkit
- Slowing (36%)
Days since push
- open-code-review
- 0d
- agent-toolkit
- 159d
Open issues (now)
- open-code-review
- 126
- agent-toolkit
- 17
Stars delta
- open-code-review
- +10k (30d)
- agent-toolkit
- Unknown
Open issues delta
- open-code-review
- +89 (30d)
- agent-toolkit
- Unknown
OSV dependency advisories
- open-code-review
- No published findings from this source as of 2026-07-11
- agent-toolkit
- No lockfile (source not queried)
Full report
- open-code-review
- Trust report
- agent-toolkit
- Trust report
Choose open-code-review if…
- open-code-review is primarily Go; agent-toolkit is Python.
- License: open-code-review is Apache-2.0, agent-toolkit is MIT.
- Pricing: The tool is open-source and free..
- Tags unique to open-code-review: code-review-assistant, repository-level-context.
- Also covers LLM Frameworks.
- When leveraging the capabilities of a large language model (LLM) agent for precise line-level commenting and rule enforcement, especially if you are familiar with or prefer Go in your tech stack.
When NOT to use open-code-review
- For development teams looking for a tool that offers real-time suggestions beyond line-level comments since open-code-review focuses on deterministic pipeline assessments and LLM-generated feedback at
- sync events.
- When specific integration with frameworks or languages not supported by this tool is crucial, such as those needing more Python-centric integrations which might not align well with its Go-based core.
Choose agent-toolkit if…
- agent-toolkit is primarily Python; open-code-review is Go.
- License: agent-toolkit is MIT, open-code-review is Apache-2.0.
- Tags unique to agent-toolkit: ai, automation, 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 (alibaba/open-code-review) · observed Aug 19, 2026
- GitHub forks (alibaba/open-code-review) · observed Aug 19, 2026
- Last push (alibaba/open-code-review) · observed Aug 19, 2026
- License file (Apache-2.0) · observed Aug 19, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (softaworks/agent-toolkit) · observed Aug 12, 2026
- GitHub forks (softaworks/agent-toolkit) · observed Aug 12, 2026
- Last push (softaworks/agent-toolkit) · observed Mar 5, 2026
- License file (MIT) · observed Aug 12, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: open-code-review 21k · agent-toolkit 2.3k (synced Aug 19, 2026).
Common questions
- What is the difference between open-code-review and agent-toolkit?
- open-code-review: Hybrid architecture code review tool with LLM Agent for precise line-level comments and built-in security rule checks.. 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 open-code-review over agent-toolkit?
- Choose open-code-review over agent-toolkit when open-code-review is primarily Go; agent-toolkit is Python; License: open-code-review is Apache-2.0, agent-toolkit is MIT; Pricing: The tool is open-source and free.; Tags unique to open-code-review: code-review-assistant, repository-level-context; Also covers LLM Frameworks; When leveraging the capabilities of a large language model (LLM) agent for precise line-level commenting and rule enforcement, especially if you are familiar with or prefer Go in your tech stack.
- When should I choose agent-toolkit over open-code-review?
- Choose agent-toolkit over open-code-review when agent-toolkit is primarily Python; open-code-review is Go; License: agent-toolkit is MIT, open-code-review is Apache-2.0; Tags unique to agent-toolkit: ai, automation, claude, claude-code; Also covers AI Agents; For enhancing specific tasks like documentation, planning, and workflow management.
- When should I avoid open-code-review?
- For development teams looking for a tool that offers real-time suggestions beyond line-level comments since open-code-review focuses on deterministic pipeline assessments and LLM-generated feedback at sync events. When specific integration with frameworks or languages not supported by this tool is crucial, such as those needing more Python-centric integrations which might not align well with its Go-based core.
- 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 open-code-review or agent-toolkit more popular on GitHub?
- open-code-review has more GitHub stars (20,812 vs 2,307). Stars measure visibility, not whether either tool fits your constraints.
- Are open-code-review and agent-toolkit open source?
- Yes - both are open-source projects on GitHub (open-code-review: Apache-2.0, agent-toolkit: MIT).
- Where can I find alternatives to open-code-review or agent-toolkit?
- GraphCanon lists graph-backed alternatives at open-code-review alternatives and agent-toolkit alternatives (open-code-review 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, open-code-review or agent-toolkit?
- open-code-review: 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 open-code-review and agent-toolkit?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: open-code-review trust report; agent-toolkit trust report.