Graph Visualization Python Packages

networkx

Network Analysis in Python

pygraphviz

Python interface to Graphviz graph drawing package

graphistry

PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer

neo4j-viz

A Python package for creating interactive graph visualizations

codebase-memory-mcp

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

second-brain-graph

A living, always-fresh, low-token map of any project: files, code imports, doc links, areas, decisions and git sessions, queried by AI and explored by humans in an offline 2D community map. Zero runtime deps, read-only, optional MCP.

codegraph

Static Python dependency graph with interactive HTML visualization, massive object detection, and unlinked module analysis (no code execution).

hypergraph-db

Hypergraph Database with Hypergraph Visualization.

emerge-viz

Emerge is a browser-based interactive codebase and dependency visualization tool for many different programming languages. It supports some basic code quality and graph metrics and provides a simple and intuitive way to explore and analyze a codebase by using graph structures.

semantic-markdown-converter

An interactive, stylable and expandable graph view for Obsidian. Juggl is designed as an advanced 'local' graph view, where you can juggle all your thoughts with ease.

grave

Grave—dead simple graph visualization

alph

Declarative visualisation for Python networkx graphs with altair

graphipy

GraphiPy: Universal Social Data Extractor

textgraphs

TextGraphs + LLMs + graph ML for entity extraction, linking, ranking, and constructing a lemma graph

claude-atlas

Scan, map, and visualize your Claude Code setup: agents, skills, slash commands, and memory files.

algograph

Immutable graph data structures and algorithms library with interactive shell

multiplex-plot

Multiplex: visualizations that tell stories—A Python library to create and annotate beautiful network graph visualizations, text visualizations and more.

axial

Interactive Visualizations for High Dimensional Genomics Data

graphvizanim

A tool to create animated graph visualizations, based on graphviz.

lynxkite-client

The complete graph data science platform

kinbaku

Fast graph database in pure Python

gnnlens

Visualization tool for Graph Neural Networks

lanet-vi

Large scale network visualization using k-core, k-dense, and d-core decomposition with community detection

reflex-sigma-graph

Sigma.js graph visualization component for Reflex