gephi-ai

Extends Gephi with AI capabilities. Includes a Gephi plugin for graph analytics, an MCP server bridging AI assistants and Gephi, an agentic AI plugin with slash commands and workflow skills, and a specialized agent for network analysis research. Built for researchers working across network science and AI.

Active — Updated in the last 14 days

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25 GitHub stars (25)

12 skills (12 skills found in its SKILL.md files)
6 forks (6 forks)
Today last update (Last updated today)

Install

Skills CLI

npx skills add MattArtzAnthro/gephi-ai

Asks which skills and agents to install. Just one: npx skills add MattArtzAnthro/gephi-ai --skill gephi — add -g for every project.

Claude Code

git clone https://github.com/MattArtzAnthro/gephi-aicp -r "gephi-ai/plugins/claude-code/skills/gephi" ~/.claude/skills/

Copies the gephi skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add MattArtzAnthro/gephi-ai

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

Filter skills

In the author's own words, from each skill's SKILL.md.

gephi

Load before the first gephi_ tool call in any session. Use when someone asks to build, import, analyze, style, lay out, filter, teach from, compare over time, or export a network in Gephi, or asks who matters most, which groups exist, whether a claim about a network holds, or whether a network is scale-free. Holds the rules that keep readings honest: test groups for stability before naming them,…
plugins/claude-code/skills/gephi/SKILL.md on GitHub (opens in a new tab)
analyze-network

Run a rigorous structural analysis of the loaded Gephi graph, compare centralities, characterize communities, and report what the data does and does not support. Use for comprehensive network analysis or interpretation rather than one claim or a styling-only task.
plugins/gephi-network-analysis/skills/analyze-network/SKILL.md on GitHub (opens in a new tab)
build-text-network

Turn transcripts, field notes, survey answers, documents, or social posts into a tuned word co-occurrence network in Gephi. Use for build a text network, concept map this corpus, visualize themes in text, or inspect discourse as a graph.
plugins/gephi-network-analysis/skills/build-text-network/SKILL.md on GitHub (opens in a new tab)
centrality-analysis

Compute and compare degree, betweenness, PageRank, eigenvector, closeness, and eccentricity in the loaded Gephi graph. Use to identify hubs, bridges, authorities, and possible structural vulnerabilities without conflating different meanings of importance.
plugins/gephi-network-analysis/skills/centrality-analysis/SKILL.md on GitHub (opens in a new tab)
community-detection

Detect, validate, visualize, and explain communities in the loaded Gephi graph using Louvain or an installed Leiden statistic. Use for community detection, modularity, cluster coloring, or resolution comparisons.
plugins/gephi-network-analysis/skills/community-detection/SKILL.md on GitHub (opens in a new tab)
counterfactual-analysis

Test a hypothetical edit against the loaded Gephi graph without changing the real workspace. Use for what-if questions such as removing hubs, adding ties, deleting ties, or comparing structural resilience.
plugins/gephi-network-analysis/skills/counterfactual-analysis/SKILL.md on GitHub (opens in a new tab)
explore-network

Explore the graph already open in Gephi through intake, profiling, goal-directed analysis, styling, layout, and an overview. Use when the user has a graph loaded and wants an initial guided exploration without importing a file.
plugins/gephi-network-analysis/skills/explore-network/SKILL.md on GitHub (opens in a new tab)
export-map

Export the current Gephi map as a clean PNG, labeled PNG, and SVG after checking that it is laid out, styled, and visually valid. Use for publication-ready map export and caption handoff.
plugins/gephi-network-analysis/skills/export-map/SKILL.md on GitHub (opens in a new tab)
import-and-explore

Import a GEXF, GraphML, GML, CSV, DOT, or Pajek file into its own Gephi workspace, profile it, style it, lay it out, and present an initial evidence-aware exploration.
plugins/gephi-network-analysis/skills/import-and-explore/SKILL.md on GitHub (opens in a new tab)
teach-with-gephi

Run narrated, watch-along network analysis in Gephi for teaching, demos, and paired exploration. Use when a person is watching Gephi Desktop and wants every visible change explained and connected to a network-science concept.
plugins/gephi-network-analysis/skills/teach-with-gephi/SKILL.md on GitHub (opens in a new tab)
verify-claim

Independently verify one plain-language structural claim about the loaded Gephi graph and report confirmed, refuted, or cannot tell with measurements and live-graph receipts. Use for claims about centrality, connectivity, comparison, grouping, or robustness.
plugins/gephi-network-analysis/skills/verify-claim/SKILL.md on GitHub (opens in a new tab)
visualize-network

Turn the graph currently open in Gephi into a clean, legible, publication-ready map through a measured layout, visual-QA, inspection, and adjustment loop. Use for visualize, lay out, style, make this readable, or make this publication-ready.
plugins/gephi-network-analysis/skills/visualize-network/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.

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