Comparison
graphify vs agent-toolkit
Verdict
Pick graphify if graphify transforms a variety of inputs into a unified knowledge graph, ideal for creating searchable insights from mixed content types; 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 3d
vs
Trust & integrity
| Signal | graphify | agent-toolkit |
|---|---|---|
| Maintenance | Very active (0d since push) As of 3d · github_public_v1 | Slowing (159d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3d · github_public_v1 | Not a fork · Organization account As of 1w · 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
- graphify
- Turn any code or documentation into a queryable knowledge graph
- agent-toolkit
- A curated collection of skills for AI coding agents
Stars
- graphify
- 108k
- agent-toolkit
- 2.3k
Forks
- graphify
- 10k
- agent-toolkit
- 217
Open issues
- graphify
- 978
- agent-toolkit
- 17
Language
- graphify
- Python
- agent-toolkit
- Python
Adopt for
- graphify
- Graphify transforms a variety of inputs into a unified knowledge graph, ideal for creating searchable insights from mixed content types.
- 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
- MIT
- agent-toolkit
- MIT
Last pushed
- graphify
- Aug 17, 2026
- agent-toolkit
- Mar 5, 2026
Categories
- graphify
- AI Agents, Data & Retrieval
- agent-toolkit
- AI Agents, Developer Tools
Trust and health
Maintenance
- graphify
- Very active (96%)
- agent-toolkit
- Slowing (36%)
Days since push
- graphify
- 0d
- agent-toolkit
- 159d
Open issues (now)
- graphify
- 978
- agent-toolkit
- 17
Stars delta
- graphify
- +17k (30d)
- agent-toolkit
- Unknown
Open issues delta
- graphify
- +441 (30d)
- agent-toolkit
- Unknown
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…
- Requirements: Ensure to install from the correct PyPI package named `graphifyy` (with double 'y') and not other similar-named packages which are unaffiliated.; Installation involves setting up a Python environment ('venv') and ensuring all required extras are installed..
- Graphify can integrate with the agent-toolkit for enhancing its skill set and providing a rich coding assistant experience.
- Tags unique to graphify: codex, gemini, knowledge-graph, rag.
- Also covers Data & Retrieval.
- graphify ships Docker support for self-hosted deployment.
- When you need to turn diverse file types (code, SQL schemas, documents, images) into a single queryable data structure that can be searched and analyzed together.
When NOT to use graphify
- If the project exclusively involves text-based content without requiring integration or querying across different file types (e.g., plain documents with no need for cross-referencing).
- Avoid using Graphify if you are looking for a tool that focuses solely on visual graph representation without the depth of semantic querying capabilities.
Choose agent-toolkit if…
- 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.
- Also covers Developer Tools.
- 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 Aug 18, 2026
- GitHub forks (Graphify-Labs/graphify) · observed Aug 18, 2026
- Last push (Graphify-Labs/graphify) · observed Aug 17, 2026
- License file (MIT) · observed Aug 18, 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: graphify 108k · agent-toolkit 2.3k (synced Aug 18, 2026).
Common questions
- What is the difference between graphify and agent-toolkit?
- graphify: Turn any code or documentation 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 Requirements: Ensure to install from the correct PyPI package named
graphifyy(with double 'y') and not other similar-named packages which are unaffiliated.; Installation involves setting up a Python environment ('venv') and ensuring all required extras are installed.; Graphify can integrate with the agent-toolkit for enhancing its skill set and providing a rich coding assistant experience; Tags unique to graphify: codex, gemini, knowledge-graph, rag; Also covers Data & Retrieval; graphify ships Docker support for self-hosted deployment; When you need to turn diverse file types (code, SQL schemas, documents, images) into a single queryable data structure that can be searched and analyzed together. - When should I choose agent-toolkit over graphify?
- Choose agent-toolkit over graphify when 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; Also covers Developer Tools; For enhancing specific tasks like documentation, planning, and workflow management.
- When should I avoid graphify?
- If the project exclusively involves text-based content without requiring integration or querying across different file types (e.g., plain documents with no need for cross-referencing). Avoid using Graphify if you are looking for a tool that focuses solely on visual graph representation without the depth of semantic querying capabilities.
- 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 (107,507 vs 2,307). 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: MIT, 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.