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 entityanalyze_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 graphmerged_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 queriesanalyze_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 graphsfetch— Fetch a specific search result for an InfraNodus knowledge graphget_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 gapsgap-analysis— Find the gaps in a text based on the knowledge graph analysistopic-analysis— Find the main topics and topical clusters in a text based on the knowledge graph analysiscompare-texts— Find overlaps and differences between two texts using knowledge graphsresearch-ideas— Generate research questions and ideas from text or existing graphseo-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 gapsseo-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 ideassave-memory— Save important information to your InfraNodus knowledge base