Comparison
graphify vs SurfSense
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 SurfSense if surfSense is a self-hosted platform offering AI agents that can be used for competitive intelligence research. Here are some critical facts to consider when evaluating it.
Markdown twin · graphify alternatives · SurfSense alternatives
GraphCanon updated 3d
vs
Trust & integrity
| Signal | graphify | SurfSense |
|---|---|---|
| Maintenance | Very active (0d since push) As of 3d · github_public_v1 | Very active (0d since push) As of 3d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3d · github_public_v1 | Not a fork · Personal account As of 3d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No published findings from this source as of 2026-07-11 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
- SurfSense
- NotebookLM for Competitive Intelligence Research
Stars
- graphify
- 108k
- SurfSense
- 16k
Forks
- graphify
- 10k
- SurfSense
- 1.5k
Open issues
- graphify
- 978
- SurfSense
- 119
Language
- graphify
- Python
- SurfSense
- Python
Adopt for
- graphify
- Graphify transforms a variety of inputs into a unified knowledge graph, ideal for creating searchable insights from mixed content types.
- SurfSense
- SurfSense is a self-hosted platform offering AI agents that can be used for competitive intelligence research. Here are some critical facts to consider when evaluating it.
Persona
- graphify
- -
- SurfSense
- -
Runtime
- graphify
- -
- SurfSense
- -
License
- graphify
- MIT
- SurfSense
- Other
Last pushed
- graphify
- Aug 17, 2026
- SurfSense
- Aug 17, 2026
Categories
- graphify
- AI Agents, Data & Retrieval
- SurfSense
- AI Agents, Data & Retrieval
Trust and health
Open issues (now)
- graphify
- 978
- SurfSense
- 119
Stars delta
- graphify
- +17k (30d)
- SurfSense
- +673 (30d)
Open issues delta
- graphify
- +441 (30d)
- SurfSense
- +12 (30d)
Owner type
- graphify
- Organization
- SurfSense
- User
OSV dependency advisories
- graphify
- No lockfile (source not queried)
- SurfSense
- No published findings from this source as of 2026-07-11
Full report
- graphify
- Trust report
- SurfSense
- Trust report
Typed relationship
graphify SurfSense
Choose graphify if…
- License: graphify is MIT, SurfSense is Other.
- 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..
- Graph edge: graphify is a typed related of SurfSense - see the relationship row above.
- Tags unique to graphify: claude-code, codex, gemini, knowledge-graph.
- 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 SurfSense if…
- License: SurfSense is Other, graphify is MIT.
- Pricing: SurfSense is distributed under a license labeled 'Other' which includes no specified pricing. It supports self-hosting with built-in billing off, making scraping and crawling capabilities only limited.
- Requirements: Requires Docker.
- Graph edge: SurfSense is a typed related of graphify - see the relationship row above.
- Tags unique to SurfSense: agent, agents, ai, chrome-extension.
- - **Specific Use Cases:** If you need advanced capabilities for competitive intelligence analysis and want the flexibility of connecting various data sources through its connectors, SurfSense might be
When NOT to use SurfSense
- - **Limited Free Tier Capabilities:** Since scraping and crawling are limited only by your hardware when self-hosted without billing enabled, if you have strict limitations on hardware capacity or don
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 (MODSetter/SurfSense) · observed Aug 18, 2026
- GitHub forks (MODSetter/SurfSense) · observed Aug 18, 2026
- Last push (MODSetter/SurfSense) · observed Aug 17, 2026
- License file (Other) · observed Aug 18, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: graphify 108k · SurfSense 16k (synced Aug 18, 2026).
Common questions
- What is the difference between graphify and SurfSense?
- graphify: Turn any code or documentation into a queryable knowledge graph. SurfSense: NotebookLM for Competitive Intelligence Research. See the comparison table for live GitHub stats and shared categories.
- When should I choose graphify over SurfSense?
- Choose graphify over SurfSense when License: graphify is MIT, SurfSense is Other; 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.; Graph edge: graphify is a typed related of SurfSense - see the relationship row above; Tags unique to graphify: claude-code, codex, gemini, knowledge-graph; 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 SurfSense over graphify?
- Choose SurfSense over graphify when License: SurfSense is Other, graphify is MIT; Pricing: SurfSense is distributed under a license labeled 'Other' which includes no specified pricing. It supports self-hosting with built-in billing off, making scraping and crawling capabilities only limited; Requirements: Requires Docker; Graph edge: SurfSense is a typed related of graphify - see the relationship row above; Tags unique to SurfSense: agent, agents, ai, chrome-extension; - **Specific Use Cases:** If you need advanced capabilities for competitive intelligence analysis and want the flexibility of connecting various data sources through its connectors, SurfSense might be.
- 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 SurfSense?
- - **Limited Free Tier Capabilities:** Since scraping and crawling are limited only by your hardware when self-hosted without billing enabled, if you have strict limitations on hardware capacity or don
- Is graphify or SurfSense more popular on GitHub?
- graphify has more GitHub stars (107,507 vs 15,949). Stars measure visibility, not whether either tool fits your constraints.
- Are graphify and SurfSense open source?
- Yes - both are open-source projects on GitHub (graphify: MIT, SurfSense: Other).
- Where can I find alternatives to graphify or SurfSense?
- GraphCanon lists graph-backed alternatives at graphify alternatives and SurfSense alternatives (graphify markdown twin, SurfSense 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 SurfSense?
- graphify: Very active. SurfSense: 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 graphify and SurfSense?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: graphify trust report; SurfSense trust report.