InfraNodus Knowledge Graphs & Text Analysis (verified)

InfraNodus Knowledge Graphs & Text Analysis (verified)

Map text into knowledge graphs to create a structured representation of conceptual relations and topical clusters in your documents. Detect content gaps between the topical clusters and generate rese…

Quick Start

# Connect this server (installs CLI if needed)
npx -y smithery mcp add infranodus/mcp-server-infranodus

# Browse available tools
npx -y smithery tool list infranodus/mcp-server-infranodus

# Get full schema for a tool
npx -y smithery tool get infranodus/mcp-server-infranodus generate_knowledge_graph

# Call a tool
npx -y smithery tool call infranodus/mcp-server-infranodus generate_knowledge_graph '{}'

Direct MCP Connection

Endpoint: https://mcp-server-infranodus--infranodus.run.tools

Tools (28)

• generate_knowledge_graph — Generate a knowledge graph with main topics, topical clusters, concepts, concepts (nodes) relations (edges) and structu…
• create_knowledge_graph — Create a knowledge graph in InfraNodus from text or from a URL, save it, and provide its name and a link to it for futu…
• memory_add_relations — Add relations to the InfraNodus memory from text, save it, and provide its name and a link to it for future use.
• memory_get_relations — Provide a list of relations from the InfraNodus memory for a given concept or entity
• analyze_existing_graph_by_name — Extract and analyze the content of an existing InfraNodus graph from your account.
• analyze_text — Extract and analyze a graph from text, URL, YouTube video transcript, or an existing InfraNodus graph.
• generate_content_gaps — Generate content gaps from text, URL, or an existing graph using knowledge graph analysis.
• generate_topical_clusters — Generate topics and clusters of keywords from text, URL, or an existing graph using knowledge graph analysis.
• generate_research_questions — Analyze text or an existing graph and generate innovative research questions based on the content gaps identified betwe…
• generate_research_ideas — Analyze text or an existing graph and generate innovative research ideas based on the content gaps identified between t…
• optimize_text_structure — Analyze the level of bias and coherence in text. If it's too biased, develop the represented topics, if it's focused or…
• generate_responses_from_graph — Use text, URL, or an existing InfraNodus knowledge graph and generate responses and expert advice based on a prompt pro…
• develop_conceptual_bridges — Analyze text or an existing graph and get ideas on how to develop conceptual bridges in this text to link it to a broad…
• develop_latent_topics — Analyze text or an existing graph, extract underdeveloped topics and get an idea on how to develop them. Provide either…
• develop_text_tool — Analyze text or an existing graph to extract research questions, develop latent topics, and identify content gaps in a …
• generate_contextual_hint — Generate information about the main topics and concepts in a text to augment RAG retrieval and text analysis.
• overlap_between_texts — Extract the common relationships and similarities between texts and generate an overlap graph
• merged_graph_from_texts — Build a graph of all the texts, URLs, and existing InfraNodus graphs provided, providing topical clusters and gaps pres…
• difference_between_texts — Extract the conceptial relations that are missing in the first text, url, or InfraNodus graph but are present in the ot…
• analyze_google_search_results — Generate a knowledge graph and topical clusters from Google search results for provided search queries
• analyze_related_search_queries — Generate a knowledge graph and identifymain topical clusters in the search requests related to the search queries provi…
• search_queries_vs_search_results — Find the combinations of keywords and topics people search for that don't appear in the search results for the same que…
• generate_seo_report — Analyze content for SEO optimization by comparing its knowledge graph with the graphs of Google search results and sear…
• retrieve_from_knowledge_base — Retrieve the statements and general overview of an existing InfraNodus knowledge graph based on the user's prompt for G…
• list_graphs — List all graphs (contexts) for the currently logged in user with optional filtering by name, type, date, language, or f…
• search — Find the concepts and terms in existing InfraNodus graphs
• fetch — Fetch a specific search result for an InfraNodus knowledge graph
• get_more_tools — Check for additional tools whenever your task might benefit from specialized capabilities - even if existing tools coul…

# Get full input/output schema for a tool
npx -y smithery tool get infranodus/mcp-server-infranodus 

Resources

• info://about — InfraNodus MCP server can generate knowledge graphs and perform text analysis using the InfraNodus API. It can work wit…
• info://llms.txt — Concise index of InfraNodus MCP server documentation, tools, and links following the llms.txt standard for LLM-accessib…
• info://llms-full.txt — Comprehensive documentation of all InfraNodus MCP tools with parameters, return values, workflow patterns, and key conc…

Prompts (10)

• analyze-text — Generate a knowledge graph from text to identify main topics, concepts, and gaps
• gap-analysis — Find the gaps in a text based on the knowledge graph analysis
• topic-analysis — Find the main topics and topical clusters in a text based on the knowledge graph analysis
• compare-texts — Find overlaps and differences between two texts using knowledge graphs
• research-ideas — Generate research questions and ideas from text or existing graph
• seo-topic-analysis — Analyze search queries and results to identify search intent, the main topics for topical authority, and high-volume se…
• seo-content-analysis — Analyze the content to identify SEO opportunities and gaps
• seo-competition-analysis — Analyze the highest-ranking websites of your competition to identify their main topics and gaps and see what you can fo…
• develop-text — Develop text using knowledge graph analysis to fill gaps and expand ideas
• save-memory — Save important information to your InfraNodus knowledge base