Comparison
agent-toolkit vs code-review-graph
Verdict
Pick agent-toolkit if extends AI coding agent capabilities with Python skills for development and professional workflows; pick code-review-graph if code-review-graph is a Python-based tool that creates a local-first code intelligence graph to optimize AI coding tool interactions, reducing context and improving performance in code reviews and large-repo workflows.
Markdown twin · agent-toolkit alternatives · code-review-graph alternatives
GraphCanon updated Sep 20, 2026
9views this month
vs
Trust & integrity
| Signal | agent-toolkit | code-review-graph |
|---|---|---|
| Maintenance | Slowing (198d since push) As of Sep 20, 2026 · github_public_v1 | Very active (1d since push) As of Sep 18, 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 18, 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 Sep 18, 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
- agent-toolkit
- A curated collection of skills for AI coding agents
- code-review-graph
- Local-first code intelligence graph for AI coding tools
Stars
- agent-toolkit
- 2.5k
- code-review-graph
- 32k
Forks
- agent-toolkit
- 226
- code-review-graph
- 2.9k
Open issues
- agent-toolkit
- 18
- code-review-graph
- 135
Language
- agent-toolkit
- Python
- code-review-graph
- Python
Adopt for
- agent-toolkit
- Extends AI coding agent capabilities with Python skills for development and professional workflows
- code-review-graph
- code-review-graph is a Python-based tool that creates a local-first code intelligence graph to optimize AI coding tool interactions, reducing context and improving performance in code reviews and large-repo workflows.
Persona
- agent-toolkit
- -
- code-review-graph
- -
Runtime
- agent-toolkit
- -
- code-review-graph
- -
License
- agent-toolkit
- MIT
- code-review-graph
- MIT License
Last pushed
- agent-toolkit
- Mar 5, 2026
- code-review-graph
- Sep 17, 2026
Categories
- agent-toolkit
- AI Agents, Developer Tools
- code-review-graph
- Developer Tools, Model Training
Trust and health
Maintenance
- agent-toolkit
- Slowing (36%)
- code-review-graph
- Very active (96%)
Days since push
- agent-toolkit
- 198d
- code-review-graph
- 1d
Open issues (now)
- agent-toolkit
- 18
- code-review-graph
- 135
Stars delta
- agent-toolkit
- +176 (30d)
- code-review-graph
- +5.1k (30d)
Open issues delta
- agent-toolkit
- +1 (30d)
- code-review-graph
- +13 (30d)
Owner type
- agent-toolkit
- Organization
- code-review-graph
- User
Full report
- agent-toolkit
- Trust report
- code-review-graph
- Trust report
Shared compatibility
- Cursor · agent-toolkit: Works with Cursor · code-review-graph: Works with Cursor
Choose agent-toolkit if…
- Tags unique to agent-toolkit: agent-skills, ai, automation, 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
Choose code-review-graph if…
- Requirements: Requires Python 3.10+..
- Tags unique to code-review-graph: ai-coding, code-review, graph, incremental.
- Also covers Model Training.
- When you need to optimize AI coding tool interactions in large codebases, as it builds a persistent map of your codebase to reduce context and improve performance.
When NOT to use code-review-graph
- If your project does not require integration with multiple AI coding tools, as the tool is designed to work with a variety of platforms and may introduce unnecessary complexity.
- When you are working with small codebases where the overhead of building and maintaining a code intelligence graph outweighs the benefits.
- If you are using a language other than Python, as the tool is specifically designed for Python projects and may not support other languages as effectively.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- 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 (tirth8205/code-review-graph) · observed Sep 20, 2026
- GitHub forks (tirth8205/code-review-graph) · observed Sep 20, 2026
- Last push (tirth8205/code-review-graph) · observed Sep 17, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: agent-toolkit 2.5k · code-review-graph 32k (synced Sep 20, 2026).
Common questions
- What is the difference between agent-toolkit and code-review-graph?
- agent-toolkit: A curated collection of skills for AI coding agents. code-review-graph: Local-first code intelligence graph for AI coding tools. See the comparison table for live GitHub stats and shared categories.
- When should I choose agent-toolkit over code-review-graph?
- Choose agent-toolkit over code-review-graph when Tags unique to agent-toolkit: agent-skills, ai, automation, claude-code; Also covers AI Agents; For enhancing specific tasks like documentation, planning, and workflow management.
- When should I choose code-review-graph over agent-toolkit?
- Choose code-review-graph over agent-toolkit when Requirements: Requires Python 3.10+.; Tags unique to code-review-graph: ai-coding, code-review, graph, incremental; Also covers Model Training; When you need to optimize AI coding tool interactions in large codebases, as it builds a persistent map of your codebase to reduce context and improve performance.
- 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
- When should I avoid code-review-graph?
- If your project does not require integration with multiple AI coding tools, as the tool is designed to work with a variety of platforms and may introduce unnecessary complexity. When you are working with small codebases where the overhead of building and maintaining a code intelligence graph outweighs the benefits. If you are using a language other than Python, as the tool is specifically designed for Python projects and may not support other languages as effectively.
- Is agent-toolkit or code-review-graph more popular on GitHub?
- code-review-graph has more GitHub stars (31,569 vs 2,483). Stars measure visibility, not whether either tool fits your constraints.
- Are agent-toolkit and code-review-graph open source?
- Yes - both are open-source projects on GitHub (agent-toolkit: MIT, code-review-graph: MIT).
- Where can I find alternatives to agent-toolkit or code-review-graph?
- GraphCanon lists graph-backed alternatives at agent-toolkit alternatives and code-review-graph alternatives (agent-toolkit markdown twin, code-review-graph 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, agent-toolkit or code-review-graph?
- agent-toolkit: Slowing. code-review-graph: 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 agent-toolkit and code-review-graph?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agent-toolkit trust report; code-review-graph trust report.