The on-device knowledge graph engine for codebases and enterprise corpora. Every file, meeting, paper, and browser tab becomes a traversable node. Feed it once — it grows on every change. No rebuilds. No cloud required.
// ingest.surface
AST-level extraction across the full polyglot stack. Docs, papers, images, and meetings. One corpus, one graph.
// origin.mnemosyne
Turing's Bombe found patterns in noise and broke Enigma. Graphify does the same: every document, call, commit, and browser tab decoded into a persistent, traversable knowledge graph. On your machine. No cloud. No forgetting.
// incremental.intelligence
Unlike RAG pipelines that re-embed everything on every change, Graphify maintains a living graph. When a file changes, only affected nodes and edges update. The rest of your corpus stays intact, even at millions of files.
// day.one
Point Graphify at any directory. AST extraction, semantic analysis, Leiden clustering. Your entire codebase or document corpus becomes a traversable graph in one pass.
// week.one
A file changes. Graphify detects it, re-extracts only the affected subgraph, and patches the live graph. No full rebuild. The rest of your knowledge stays connected.
// month.one
After weeks of continuous growth, your graph spans millions of edges across codebases, documents, and meetings. Query traversal is instant. Nothing was ever rebuilt from scratch.
// others: full rebuild on change
// graphify: incremental patch
// graphify watch . — live file watcher
no LLM · AST only · free// deployment.modes
Open Source
MIT license, free forever
AST extraction, 20 languages
Python, JS, Go, Rust, Java and more
Docs, papers & images
Markdown, PDF, HTML, MDX, vision
Interactive graph visualization
HTML export, Leiden clustering, god-nodes
38k+ stars on GitHub · 400k+ downloads
Active community & Claude Code skill
Enterprise
join waitlist for access
Million-file corpus support
Incremental graph, no rebuilds, no limits
Local or cloud deployment
Air-gapped on-prem or managed cloud, your choice
Team knowledge graph
Shared corpus, role-based access, merge strategies
SSO, audit logs & SLA
SOC 2 ready, 99.9% uptime, dedicated support
// process.graph
Code repos, PDFs, Markdown, research papers, images, meeting transcripts. Every artifact of your working life, continuously captured.
Like Turing's Bombe finding patterns in cipher text: every entity becomes a node, every relationship an edge. Leiden clustering surfaces hidden communities.
"What connects this meeting to that codebase?" Answers in seconds, with sources, traversal paths, and confidence scores.
// live.graph_diff
Type or edit a function below — Graphify extracts nodes and edges in real time.
// paste_your_code
// extracted.graph
// capability.map
Not just meetings. Not just code. Your entire working context, captured, structured, and queryable.
Chrome, Safari, Firefox. Every page becomes a node. Search patterns reveal what you were thinking and when.
Automatic transcription and extraction. Decisions, action items, concepts, all connected to your wider context.
AST-level extraction across 20 languages. Functions, classes, call graphs. Your codebase becomes part of the graph.
PDFs, Markdown, HTML, MDX. Papers you have read, specs you have written. All in the graph..
Whiteboards, screenshots, architecture diagrams. Vision extraction connects images regardless of language.
Leiden clustering surfaces communities and god-nodes you didn't know existed, across months of work.
// hover to detect clusters
// leiden.god_nodes
Graphify surfaces your highest betweenness-centrality nodes — the ones that connect the most communities. If one breaks, here is the blast radius.
// fastapi OSS repo · 3,241 nodes · 8,904 edges
// blast radius = files that import this node, directly or transitively
// onboarding.delta
// without.graphify
Reading docs, pinging colleagues, grepping code, still missing context.
// with.graphify + /graphify in Claude Code
Run /graphify in Claude Code. Graph built. Ask anything.
// deployment.field
If your work involves reading, writing, deciding, or advising. Your context belongs to you..
Business Leadership
founders, executives, board members
Your decisions span hundreds of conversations, reports, and board calls. By the time a strategy is revisited, the context that shaped it has scattered across emails, Notion pages, and faded memories. Graphify connects all of it into a living graph so you always know what led to what, and why.
Understand which meeting influenced a pricing change months later
Walk into board reviews with full context, not a search session
Connect team commitments across scattered documents and calls
// query.execute
"What discussions led to the Series B pricing decision?"
// benchmark.compare
Other tools find things. Graphify understands how they connect.
// aegis.protocol
We do not see your data. We cannot. It never leaves your device.
On-device only
Runs entirely on your hardware. Nothing leaves.
No cloud
No servers, no sync, no third-party exposure.
Never trained on
Your data is yours. We never touch it.
// access.request
Open-source and free forever. Drop your email for enterprise access — cloud deployment, SSO, audit logs, and million-file corpus support.
// install now
pip install graphifyy
1,900+ in enterprise queue
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