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 provides a local-first code intelligence graph specifically for MCP and CLI, optimizing AI coding tool reviews by focusing on necessary contexts in large repositories.
Markdown twin · agent-toolkit alternatives · code-review-graph alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | agent-toolkit | code-review-graph |
|---|---|---|
| Maintenance | Slowing (159d since push) As of 1w · github_public_v1 | Very active (0d since push) As of 1mo · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1w · github_public_v1 | Not a fork · Personal account As of 1mo · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) 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
- agent-toolkit
- A curated collection of skills for AI coding agents
- code-review-graph
- Local-first code intelligence graph for MCP and CLI.
Stars
- agent-toolkit
- 2.3k
- code-review-graph
- 26k
Forks
- agent-toolkit
- 217
- code-review-graph
- 2.5k
Open issues
- agent-toolkit
- 17
- code-review-graph
- 122
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 provides a local-first code intelligence graph specifically for MCP and CLI, optimizing AI coding tool reviews by focusing on necessary contexts in large repositories.
Persona
- agent-toolkit
- -
- code-review-graph
- -
Runtime
- agent-toolkit
- -
- code-review-graph
- -
License
- agent-toolkit
- MIT
- code-review-graph
- MIT
Last pushed
- agent-toolkit
- Mar 5, 2026
- code-review-graph
- Jul 25, 2026
Categories
- agent-toolkit
- AI Agents, Developer Tools
- code-review-graph
- Developer Tools, LLM Frameworks
Trust and health
Maintenance
- agent-toolkit
- Slowing (36%)
- code-review-graph
- Very active (96%)
Days since push
- agent-toolkit
- 159d
- code-review-graph
- 0d
Open issues (now)
- agent-toolkit
- 17
- code-review-graph
- 122
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…
- Tags unique to code-review-graph: ai-coding, code-review, graphrag, incremental.
- Also covers LLM Frameworks.
- When working with extensive codebases where context-specific reviews are essential
When NOT to use code-review-graph
- For projects that do not benefit from a persistent map of codebase contexts, like small independent scripts
- If developers prefer cloud-based continuous integration setups over local-first solutions for code intelligence enhancement
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 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 (tirth8205/code-review-graph) · observed Jul 26, 2026
- GitHub forks (tirth8205/code-review-graph) · observed Jul 26, 2026
- Last push (tirth8205/code-review-graph) · observed Jul 25, 2026
- License file (MIT) · observed Jul 26, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agent-toolkit 2.3k · code-review-graph 26k (synced Aug 12, 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 MCP and CLI.. 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 Tags unique to code-review-graph: ai-coding, code-review, graphrag, incremental; Also covers LLM Frameworks; When working with extensive codebases where context-specific reviews are essential.
- 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?
- For projects that do not benefit from a persistent map of codebase contexts, like small independent scripts If developers prefer cloud-based continuous integration setups over local-first solutions for code intelligence enhancement
- Is agent-toolkit or code-review-graph more popular on GitHub?
- code-review-graph has more GitHub stars (26,442 vs 2,307). 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.