Home/Compare/contexto vs graphify

Comparison

contexto vs graphify

Verdict

Pick contexto when contexto is primarily TypeScript; graphify is Python; pick graphify when graphify is primarily Python; contexto is TypeScript.

Markdown twin · contexto alternatives · graphify alternatives

GraphCanon updated today

contexto logo

contexto

ekailabs/contexto

629pushed Jun 10, 2026
vs
graphify logo

graphify

Graphify-Labs/graphify

82kpushed Jul 11, 2026

Trust & integrity

Signalcontextographify
Maintenance
Steady (31d since push)
As of today · github_public_v1
Very active (0d since push)
As of today · github_public_v1
Provenance
Not a fork · Organization account
As of today · github_public_v1
Not a fork · Organization account
As of today · github_public_v1
Security (OSV)
No lockfile
As of today · none
No lockfile
As of today · none

Tagline

contexto
Context Engine for your long-running AI agents
graphify
Turn any code or documentation into a queryable knowledge graph

Stars

contexto
629
graphify
82k

Forks

contexto
23
graphify
8.1k

Open issues

contexto
21
graphify
452

Language

contexto
TypeScript
graphify
Python

Adopt for

contexto
-
graphify
Graphify transforms a variety of inputs into a unified knowledge graph, ideal for creating searchable insights from mixed content types.

Persona

contexto
-
graphify
-

Runtime

contexto
-
graphify
-

License

contexto
Apache-2.0
graphify
MIT

Last pushed

contexto
Jun 10, 2026
graphify
Jul 11, 2026

Categories

contexto
AI Agents, Data & Retrieval, Evaluation & Observability
graphify
AI Agents, Data & Retrieval

Trust and health

Maintenance

contexto
Steady (60%)
graphify
Very active (96%)

Days since push

contexto
31d
graphify
0d

Open issues (now)

contexto
21
graphify
452

Full report

contexto
Trust report
graphify
Trust report

Choose contexto if…

  • contexto is primarily TypeScript; graphify is Python.
  • License: contexto is Apache-2.0, graphify is MIT.
  • Tags unique to contexto: typescript.
  • Also covers Evaluation & Observability.
  • contexto ships Docker support for self-hosted deployment.

When NOT to use contexto

  • AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
  • Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
  • Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.

Choose graphify if…

  • graphify is primarily Python; contexto is TypeScript.
  • License: graphify is MIT, contexto is Apache-2.0.
  • 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..
  • Tags unique to graphify: gemini, rag, codex, skills.
  • 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.

Explore

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: contexto 629 · graphify 82k (synced Jul 11, 2026).

Common questions

What is the difference between contexto and graphify?
contexto: Context Engine for your long-running AI agents. graphify: Turn any code or documentation into a queryable knowledge graph. See the comparison table for live GitHub stats and shared categories.
When should I choose contexto over graphify?
Choose contexto over graphify when contexto is primarily TypeScript; graphify is Python; License: contexto is Apache-2.0, graphify is MIT; Tags unique to contexto: typescript; Also covers Evaluation & Observability; contexto ships Docker support for self-hosted deployment.
When should I choose graphify over contexto?
Choose graphify over contexto when graphify is primarily Python; contexto is TypeScript; License: graphify is MIT, contexto is Apache-2.0; 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.; Tags unique to graphify: gemini, rag, codex, skills; 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 avoid contexto?
AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
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.
Is contexto or graphify more popular on GitHub?
graphify has more GitHub stars (82,139 vs 629). Stars measure visibility, not whether either tool fits your constraints.
Are contexto and graphify open source?
Yes - both are open-source projects on GitHub (contexto: Apache-2.0, graphify: MIT).
Where can I find alternatives to contexto or graphify?
GraphCanon lists graph-backed alternatives at contexto alternatives and graphify alternatives (contexto markdown twin, graphify 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, contexto or graphify?
contexto: Steady. graphify: 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 contexto and graphify?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: contexto trust report; graphify trust report.