Gephi Ai

Gephi AI

AI-powered network analysis through [Gephi](https://gephi.org) and the [Model Context Protocol (MCP)](https://modelcontextprotocol.io). Build, analyze, style, and export publication-ready network visualizations by talking to your AI assistant.

Built for researchers working across network science and AI.

**Status: public beta.** APIs may change between minor versions.

What you get

**Your AI assistant drives Gephi.** Say what you want in plain language and the assistant builds, analyzes, styles, and exports publication-ready network maps.

**It's a conversation, not a command line.** The assistant explains what it's doing, checks its own maps before showing them, and teaches you to read what you're seeing. You can point back: select nodes in the Gephi window and ask "what did I select?"

**Any data, any MCP client.** Network files import directly; spreadsheets and other data become networks conversationally. Works with Claude Code, Claude Desktop, or any MCP-compatible assistant.

Full feature list

• 106 tools covering the whole workflow: build, analyze, style, lay out, filter, and export
• One-level undo: destructive operations snapshot the workspace automatically, so gephi_undo brings the graph back
• Layout quality is measured, not eyeballed: the graph profile flags heavy-tailed weights and hub-and-spoke wiring before a layout runs, visual QA scores how well communities separated and frames exports around the main cloud (ignoring runaway outlier nodes), and numerically exploded layouts are caught automatically instead of exported
• Interactive network view inside the chat (pan, zoom, hover, click a node to ask about it)
• Slash commands for common jobs: /analyze-network, /community-detection, /centrality, /visualize, /export-map, /import-and-explore, /explore, /verify-claim, /text-network, /teach, /counterfactual
• Specialized agents that run multi-step work in their own context and hand bac