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infranodus-mcp-server-infranodus — Claude Code MCP server

Converts text into knowledge graphs, pinpoints discourse gaps, and extracts topical clusters using graph science. Helps map research themes and structure content.

Install into Claude Code · Platform CLI: remote server All methods and platforms ↓
claude mcp add --transport http infranodus-mcp-server-infranodus https://server.smithery.ai/@infranodus/mcp-server-infranodus/mcp
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What infranodus-mcp-server-infranodus does

This server connects AI assistants to the network science engine from InfraNodus. Tools like analyze_text and generate_knowledge_graph break down raw notes or video transcripts into concept networks. It maps concept topology. Instead of plain keyword counts, the algorithms reveal hidden structural gaps between topic groups.

The toolset also evaluates thought chains via optimize_reasoning to detect cognitive bias and guides content development. When sending statements into a graph, it can structure wikilinks or turn categories into nodes for Obsidian setups.

Querying saved workspaces and using generative graph tools requires an active InfraNodus API account.

What it helps with

  • map concept networks directly from raw notes
  • detect structural discourse gaps in drafts
  • group keywords into thematic clusters for SEO
  • assess reasoning chains for bias and coherence

Example prompts for the agent

  • Generate a knowledge graph from this markdown file and list the topical clusters.
  • Check our ongoing discussion for reasoning bias using optimize_reasoning.
  • Find content gaps in the draft and outline three research questions to bridge them.

How to install infranodus-mcp-server-infranodus

Platform CLI: remote server

claude mcp add --transport http infranodus-mcp-server-infranodus https://server.smithery.ai/@infranodus/mcp-server-infranodus/mcp

Step by step, with commands for each platform: How to add an MCP server to Claude Code, Codex, Cursor, VS Code, Gemini CLI and more

Questions about infranodus-mcp-server-infranodus

How do I install infranodus-mcp-server-infranodus in Claude Code?

Run claude mcp add --transport http infranodus-mcp-server-infranodus https://server.smithery.ai/@infranodus/mcp-server-infranodus/mcp in your terminal.

What does infranodus-mcp-server-infranodus do?

It equips your AI assistant with network science algorithms to convert text into graphs, group ideas into clusters, and expose missing conceptual connections.

Does this server require an InfraNodus account?

Yes, functions such as analyze_existing_graph_by_name fetch projects from your account, and multiple generative routines rely on the InfraNodus API.

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