What is gephi-network-analysis?

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.

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

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.

gephi-network-analysis — Plugin by MattArtzAnthro

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.

Claude Code

/plugin marketplace add MattArtzAnthro/gephi-ai

agentmods

npx agentmods add plugins/mattartzanthro/gephi-ai/claude-code

Clone the repo

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

Made for: Claude Code.

Per session not measured What this adds to a session before it is invoked.

When invoked not measured Not applicable: nothing here is loaded into a session.

Security scan A 0 findings. Scan, not verified.

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 2d 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 · 22 lines

What it actually says

{
  "name": "gephi-network-analysis",
  "description": "AI-powered network analysis, visualization, and export using Gephi Desktop. Provides 113 MCP tools plus specialized agents for claim verification, layout iteration, structural analysis, and text-network construction.",
  "version": "1.15.0",
  "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"
  ]
}

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.

2d 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 (20 stars, last pushed 2d 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.

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gephi-network-analysis

Getting it into your agent

Grade A, and why

Nothing flagged

What it actually says

What this file has done since we first saw it

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