Graph Visualization Python Packages

networkx

Network Analysis in Python

pygraphviz

Python interface to Graphviz graph drawing package

neo4j-viz

A Python package for creating interactive graph visualizations

graphistry

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

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.

ttl3d

Turn any Turtle / RDF graph into a self-contained, offline HTML viewer with 3D and 2D views

lanet-vi

Visualize large networks by k-core, k-dense and d-core decomposition. Python rewrite of the LaNet-vi C++ tool, with CLI and API.

codegraph

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

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.

hypergraph-db

Hypergraph Database with Hypergraph Visualization.

hypermnesia-mcp-viz

Cross-platform visualization MCP for Cortex — host-neutral live activity from Codex, Gemini CLI, Claude Code, and other MCP clients; memory galaxy, execution trace, knowledge graph, consolidation board, and wiki. Read-only, browser-based, with a no-database trace mode.

grave

Grave—dead simple graph 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.

alph

Declarative visualisation for Python networkx graphs with altair

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.

consensus-osint

OSINT tool for username search, email lookup and phone intelligence. 7,900+ lookup modules standardised from 19 projects, with enriched results, evidence graphs and MCP integration. By the OSINT Experts Society.

st-graph-workbench

Interactive graph exploration, analysis, editing, expansion, and progressive loading for Streamlit, powered by Cytoscape.js.

claude-atlas

Scan, map, and visualize your Claude Code setup. Find duplicate agents, conflicting triggers, and orphaned CLAUDE.md files before they silently break your workflow.

graphipy

GraphiPy: Universal Social Data Extractor

algograph

Immutable graph data structures and algorithms library with interactive shell

axial

Interactive Visualizations for High Dimensional Genomics Data

animora

High-level, declarative animation framework built on Manim for educational, technical, mathematical, and algorithmic visualization.

graphvizanim

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

graph-build

Interactive dependency map of your Python code, docs and git state — a single-file HTML graph, a token-efficient JSON export for LLM agents, CLI queries (blast radius, hubs, stale docs) and doc-sync checkers for CI. Zero dependencies, pure stdlib.