gephi-network-analysis

gephi-network-analysis is a plugin for Claude Code from MattArtzAnthro/gephi-ai. Its manifest loads nothing; the 1 skill, 11 commands, 4 agents, 1 hook, 1 MCP server it bundles cost 608 tokens per session together, scanned A, original, Apache-2.0.

A plugin that connects an AI agent to Gephi Desktop, an application for analyzing and drawing networks of connected items. It includes tools and specialized agents for checking claims, analyzing structure, building text networks, and improving graph layouts.

In plain words
What is it for?
Use it to analyze networks, find groups and important nodes, build networks from text, verify claims about a graph, refine layouts, and export visualizations.
Why use it?
It reduces the manual work of moving between an AI assistant and Gephi when studying relationships in data. It helps with both quantitative analysis and producing readable network diagrams.

Plugin for Claude Code

Written for Claude Code: a Claude Code plugin manifest.

Good fit Use it to analyze networks, find groups and important nodes, build networks from text, verify claims about a graph, refine layouts, and export visualizations.

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Install in Claude Code
/plugin marketplace add MattArtzAnthro/gephi-ai
/plugin install gephi-network-analysis
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/MattArtzAnthro/gephi-ai

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for gephi-network-analysis

README.md
[![agentmods](https://agentmods.dev/badge/plugins/mattartzanthro/gephi-ai/claude-code/github.svg)](https://agentmods.dev/plugins/mattartzanthro/gephi-ai/claude-code)
Your own site
<a href="https://agentmods.dev/plugins/mattartzanthro/gephi-ai/claude-code"><img src="https://agentmods.dev/badge/plugins/mattartzanthro/gephi-ai/claude-code/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for gephi-network-analysis

Your own site · 80×15
<a href="https://agentmods.dev/plugins/mattartzanthro/gephi-ai/claude-code"><img src="https://agentmods.dev/badge/plugins/mattartzanthro/gephi-ai/claude-code.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured The manifest loads nothing itself; its 1 skill, 11 commands, 4 agents, 1 hook, 1 MCP server cost 608 tokens a session between them.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

gephi-network-analysis scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/claude-code/.claude-plugin/plugin.json · 23 lines

What it actually says

{
  "name": "gephi-network-analysis",
  "displayName": "Gephi AI",
  "description": "AI-powered network analysis, visualization, and export using Gephi Desktop. Provides 120 MCP tools plus specialized agents for claim verification, layout iteration, structural analysis, and text-network construction.",
  "version": "1.20.2",
  "author": {
    "name": "Matt Artz",
    "url": "https://www.mattartz.me"
  },
  "repository": "https://github.com/MattArtzAnthro/gephi-ai",
  "license": "Apache-2.0",
  "keywords": [
    "gephi",
    "network-analysis",
    "graph",
    "visualization",
    "SNA",
    "community-detection",
    "centrality",
    "social-network-analysis"
  ]
}
Files

What ships with it

1 file beside plugin.json in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago Changed b29472cbec1a
  2. 7d ago Changed e5fcc3110253
  3. 19d ago Changed · +1 lines 43cef273e002
  4. 20d ago Changed 5856993a6646
  5. 21d ago Changed aab5be467874
  6. 1mo ago First seen · 22 lines scan A 9a40709f7fb1

Subscribe to this mod's changes

gephi-network-analysis is a plugin published in the GitHub repository MattArtzAnthro/gephi-ai (25 stars, last pushed 6d ago), licensed Apache-2.0. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.