Comparison
graphify vs agent-toolkit
Verdict
Pick graphify if graphify transforms codebases into a queryable knowledge graph using local deterministic AST parsing, making it a powerful tool for developers who need to analyze and query their codebase comprehensively; pick agent-toolkit if extends AI coding agent capabilities with Python skills for development and professional workflows.
Markdown twin · graphify alternatives · agent-toolkit alternatives
GraphCanon updated Sep 20, 2026
17views this month
vs
Trust & integrity
| Signal | graphify | agent-toolkit |
|---|---|---|
| Maintenance | Very active (1d 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 Sep 18, 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
- graphify
- Transforms codebases into a queryable knowledge graph
- agent-toolkit
- A curated collection of skills for AI coding agents
Stars
- graphify
- 119k
- agent-toolkit
- 2.5k
Forks
- graphify
- 12k
- agent-toolkit
- 226
Open issues
- graphify
- 1.4k
- agent-toolkit
- 18
Language
- graphify
- Python
- agent-toolkit
- Python
Adopt for
- graphify
- Graphify transforms codebases into a queryable knowledge graph using local deterministic AST parsing, making it a powerful tool for developers who need to analyze and query their codebase comprehensively.
- agent-toolkit
- Extends AI coding agent capabilities with Python skills for development and professional workflows
Persona
- graphify
- -
- agent-toolkit
- -
Runtime
- graphify
- -
- agent-toolkit
- -
License
- graphify
- Apache-2.0
- agent-toolkit
- MIT
Last pushed
- graphify
- Sep 16, 2026
- agent-toolkit
- Mar 5, 2026
Categories
- graphify
- AI Agents, Developer Tools
- agent-toolkit
- AI Agents, Developer Tools
Trust and health
Maintenance
- graphify
- Very active (96%)
- agent-toolkit
- Slowing (36%)
Days since push
- graphify
- 1d
- agent-toolkit
- 198d
Open issues (now)
- graphify
- 1.4k
- agent-toolkit
- 18
Stars delta
- graphify
- +12k (30d)
- agent-toolkit
- +176 (30d)
Open issues delta
- graphify
- +416 (30d)
- agent-toolkit
- +1 (30d)
Full report
- graphify
- Trust report
- agent-toolkit
- Trust report
Typed relationship
graphify integrates agent-toolkitGraphify can integrate with the agent-toolkit for enhancing its skill set and providing a rich coding assistant experience.
Choose graphify if…
- License: graphify is Apache-2.0, agent-toolkit is MIT.
- Pricing: Graphify is available under the Apache-2.0 license, which is free to use, but additional features or services may be available for a fee..
- Requirements: Min 2 GB RAM; Ensure you install the correct PyPI package `graphifyy` (double-y) to avoid using unaffiliated packages..
- Graphify can integrate with the agent-toolkit for enhancing its skill set and providing a rich coding assistant experience.
- Tags unique to graphify: ai-agents, ast, code-analysis, code-search.
- graphify ships Docker support for self-hosted deployment.
- When you need to convert your codebase, including documentation, SQL schemas, configurations, and PDFs, into a queryable knowledge graph locally.
When NOT to use graphify
- If you prefer tools that rely on vector stores for their operations, as Graphify does not use vector stores.
- When you need a tool that integrates with cloud services for parsing and querying, as Graphify operates locally.
- If you are looking for a tool that does not provide detailed explanations for every edge in the graph.
Choose agent-toolkit if…
- License: agent-toolkit is MIT, graphify is Apache-2.0.
- Graphify can integrate with the agent-toolkit for enhancing its skill set and providing a rich coding assistant experience.
- Tags unique to agent-toolkit: agent-skills, ai, automation, claude.
- 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 (Graphify-Labs/graphify) · observed Sep 20, 2026
- GitHub forks (Graphify-Labs/graphify) · observed Sep 20, 2026
- Last push (Graphify-Labs/graphify) · observed Sep 16, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 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: graphify 119k · agent-toolkit 2.5k (synced Sep 20, 2026).
Common questions
- What is the difference between graphify and agent-toolkit?
- graphify: Transforms codebases into a queryable knowledge graph. 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 graphify over agent-toolkit?
- Choose graphify over agent-toolkit when License: graphify is Apache-2.0, agent-toolkit is MIT; Pricing: Graphify is available under the Apache-2.0 license, which is free to use, but additional features or services may be available for a fee.; Requirements: Min 2 GB RAM; Ensure you install the correct PyPI package
graphifyy(double-y) to avoid using unaffiliated packages.; Graphify can integrate with the agent-toolkit for enhancing its skill set and providing a rich coding assistant experience; Tags unique to graphify: ai-agents, ast, code-analysis, code-search; graphify ships Docker support for self-hosted deployment; When you need to convert your codebase, including documentation, SQL schemas, configurations, and PDFs, into a queryable knowledge graph locally. - When should I choose agent-toolkit over graphify?
- Choose agent-toolkit over graphify when License: agent-toolkit is MIT, graphify is Apache-2.0; Graphify can integrate with the agent-toolkit for enhancing its skill set and providing a rich coding assistant experience; Tags unique to agent-toolkit: agent-skills, ai, automation, claude; For enhancing specific tasks like documentation, planning, and workflow management.
- When should I avoid graphify?
- If you prefer tools that rely on vector stores for their operations, as Graphify does not use vector stores. When you need a tool that integrates with cloud services for parsing and querying, as Graphify operates locally. If you are looking for a tool that does not provide detailed explanations for every edge in the graph.
- 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 graphify or agent-toolkit more popular on GitHub?
- graphify has more GitHub stars (119,168 vs 2,483). Stars measure visibility, not whether either tool fits your constraints.
- Are graphify and agent-toolkit open source?
- Yes - both are open-source projects on GitHub (graphify: Apache-2.0, agent-toolkit: MIT).
- Where can I find alternatives to graphify or agent-toolkit?
- GraphCanon lists graph-backed alternatives at graphify alternatives and agent-toolkit alternatives (graphify 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, graphify or agent-toolkit?
- graphify: 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 graphify and agent-toolkit?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: graphify trust report; agent-toolkit trust report.