Graphify-Labs/graphify

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Capability	What you get
God nodes	The most-connected concepts, so you see what everything flows through
Communities	The graph split into subsystems (Leiden), with LLM-free labels
Cross-file links	`calls` / `imports` / `inherits` / `mixes_in` resolved across ~40 languages via tree-sitter AST
Query, path, explain	Ask a question, trace the path between two things, or explain one concept, all against `graph.json`
Rationale + doc refs	`# NOTE:` / `# WHY:` comments and ADR/RFC citations become first-class nodes linked to the code
Beyond code	Docs, PDFs, images, and video/audio all map into the same graph
Local-first	Code is parsed locally with tree-sitter (no LLM, nothing leaves your machine); only the semantic pass over docs/media calls a backend, and only if you configure one

Benchmark	Metric	graphify	Field
LOCOMO (n=300)	recall@10	0.497	mem0 0.048, supermemory 0.149
LOCOMO (n=300)	QA accuracy	45.3%	supermemory 49.7%, mem0 27.3%
LongMemEval-S (n=50)	QA accuracy	76%	tied with dense RAG
ERPNext cross-tool (n=6)	key-fact coverage	82.0%	grep/read baseline 70.8%
Graph build	LLM credits	0	per-token for most systems

Requirement	Minimum	Check	Install
Python	3.10+	`python --version`	python.org
uv (recommended)	any	`uv --version`	`curl -LsSf https://astral.sh/uv/install.sh \| sh`
pipx (alternative)	any	`pipx --version`	`pip install pipx`

Platform	Install command
Claude Code (Linux/Mac)	`graphify install`
Claude Code (Windows)	`graphify install` (auto-detected) or `graphify install --platform windows`
CodeBuddy	`graphify install --platform codebuddy`
Codex	`graphify install --platform codex`
OpenCode	`graphify install --platform opencode`
Kilo Code	`graphify install --platform kilo`
GitHub Copilot CLI	`graphify install --platform copilot`
VS Code Copilot Chat	`graphify vscode install`
Aider	`graphify install --platform aider`
OpenClaw	`graphify install --platform claw`
Factory Droid	`graphify install --platform droid`
Trae	`graphify install --platform trae`
Trae CN	`graphify install --platform trae-cn`
Gemini CLI	`graphify install --platform gemini`
Hermes	`graphify install --platform hermes`
Kimi Code	`graphify install --platform kimi`
Amp	`graphify amp install`
Agent Skills (cross-framework)	`graphify install --platform agents` (alias `--platform skills`)
Kiro IDE/CLI	`graphify kiro install`
Pi coding agent	`graphify install --platform pi`, plus `graphify pi guard install` for the native guard
Cursor	`graphify cursor install`
Devin CLI	`graphify devin install`
Google Antigravity	`graphify antigravity install`
Google Antigravity (Windows)	`graphify antigravity install` (auto-detected on Windows)

Extra	What it adds	Install
`pdf`	PDF extraction	`uv tool install "graphifyy[pdf]"`
`office`	`.docx` and `.xlsx` support	`uv tool install "graphifyy[office]"`
`google`	Google Sheets rendering	`uv tool install "graphifyy[google]"`
`video`	Video/audio transcription (faster-whisper + yt-dlp)	`uv tool install "graphifyy[video]"`
`mcp`	MCP stdio server	`uv tool install "graphifyy[mcp]"`
`watch`	Auto-rebuild on file changes (`graphify watch`)	`uv tool install "graphifyy[watch]"`
`neo4j`	Neo4j push support	`uv tool install "graphifyy[neo4j]"`
`falkordb`	FalkorDB push support	`uv tool install "graphifyy[falkordb]"`
`svg`	SVG graph export	`uv tool install "graphifyy[svg]"`
`leiden`	Leiden community detection (graspologic on Python < 3.13; native backend on 3.13+)	`uv tool install "graphifyy[leiden]"`
`ollama`	Ollama local inference	`uv tool install "graphifyy[ollama]"`
`openai`	OpenAI / OpenAI-compatible APIs	`uv tool install "graphifyy[openai]"`
`gemini`	Google Gemini API	`uv tool install "graphifyy[gemini]"`
`anthropic`	Anthropic Claude API (`--backend claude`, uses `ANTHROPIC_API_KEY`)	`uv tool install "graphifyy[anthropic]"`
`bedrock`	AWS Bedrock (uses IAM, no API key)	`uv tool install "graphifyy[bedrock]"`
`azure`	Azure OpenAI Service (`--backend azure`, uses `AZURE_OPENAI_API_KEY` + `AZURE_OPENAI_ENDPOINT`)	`uv tool install "graphifyy[openai]"`
`sql`	SQL schema extraction	`uv tool install "graphifyy[sql]"`
`postgres`	Live PostgreSQL introspection (`--postgres DSN`)	`uv tool install "graphifyy[postgres]"`
`dm`	BYOND DreamMaker `.dm`/`.dme` AST extraction (may need a C compiler + `python3-dev` if no wheel matches your platform)	`uv tool install "graphifyy[dm]"`
`terraform`	Terraform / HCL `.tf`/`.tfvars`/`.hcl` AST extraction	`uv tool install "graphifyy[terraform]"`
`pascal`	Pascal / Delphi `.pas`/`.dpr`/`.dpk`/`.inc` AST extraction (more accurate `calls`/`inherits` edges; falls back to a regex extractor when absent)	`uv tool install "graphifyy[pascal]"`
`ocaml`	OCaml `.ml`/`.mli` AST extraction	`uv tool install "graphifyy[ocaml]"`
`commonlisp`	Common Lisp `.lisp`/`.cl`/`.lsp`/`.asd` AST extraction	`uv tool install "graphifyy[commonlisp]"`
`robot`	Robot Framework `.robot`/`.resource` extraction (suites, test cases, keywords, keyword-call and resource/library import edges)	`uv tool install "graphifyy[robot]"`
`chinese`	Chinese query segmentation (jieba)	`uv tool install "graphifyy[chinese]"`
`all`	Everything above	`uv tool install "graphifyy[all]"`

Graphify-Labs/graphify

See it in action

What it does

Benchmarks: 0.497 recall@10, 0 LLM credits

Documentation

Prerequisites

Install

Make your assistant always use the graph

CLI skills or MCP instructions?

What's in the report

What files it handles: ~40 languages

Common commands

Labeling and rendering limits

Ignoring files

Project configuration

Team setup

Using the graph directly

Environment variables

Privacy

Troubleshooting

Full command reference

Learn more

Graphify Cloud

Contributing

Contributors

Translations

Building on graphify

Community and links

Setup	Guidance to use	Query access
Local CLI and installed assistant skill	The platform instructions written by `graphify install`	Run `graphify query`, `graphify path`, and `graphify explain` against the local graph (`graphify-out/` by default).
Connected Graphify MCP server	The connection's instructions and the tools listed by that server	Call the listed MCP tools against the graph served by that connection. Tool names and descriptions come from the server.