generate_knowledge_graphGenerate a knowledge graph with main topics, topical clusters, concepts, concepts (nodes) relations (edges) and structural gaps. Only use when explicitly asked to analyze a text or generate a knowledge graph. Do not use for short clarifying questions that you already have an a...7 params

Generate a knowledge graph with main topics, topical clusters, concepts, concepts (nodes) relations (edges) and structural gaps. Only use when explicitly asked to analyze a text or generate a knowledge graph. Do not use for short clarifying questions that you already have an a...

Parameters* required

addNodesAndEdgesboolean

Include nodes and edges in response (true only if explicitly needed, not recommended for longer texts)default: false

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

includeGraphboolean

Include full graph structure in response (true only if explicitly needed or requested)default: true

includeStatementsboolean

Include processed statements in response (true only if explicitly needed or requested)default: false

modifyAnalyzedTextstring

Text processing setting to use: none (for text, gap, and topical analysis), detectEntities (mix entities and words), extractEntitiesOnly (detect entities only - use for ontology and knowledge graph...one of none · detectEntities · extractEntitiesOnlydefault: none

textstring

Text that you'd like to analyze. Use new lines to separate separate statements or paragrams in each text (but not the sentences). Use [[wikilinks]] to mark entities (if required for social / knowle...

urlstring

URL to fetch content from or YouTube video URL to fetch transcript. Provide either this or text, not both.

create_knowledge_graphCreate a knowledge graph in InfraNodus from text or from a URL, save it, and provide its name and a link to it for future use.8 params

Create a knowledge graph in InfraNodus from text or from a URL, save it, and provide its name and a link to it for future use.

Parameters* required

addNodesAndEdgesboolean

Include nodes and edges in response (add only if explicitly needed, not recommended for longer texts)default: false

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

graphNamestring

Name of the graph to create in InfraNodus

includeGraphboolean

Include full graph structure in response (add only if explicitly needed)default: false

includeStatementsboolean

Include processed statements in response (add only if explicitly needed)default: false

modifyAnalyzedTextstring

Entity detection: none (normal), detectEntities (mix entities and words), extractEntitiesOnly (detect entities only - use for ontology and knowledge graph creation and entity extraction)one of none · detectEntities · extractEntitiesOnlydefault: none

textstring

Text that you'd like to analyze. Use new lines to separate separate statements or paragrams in each text (but not the sentences). Provide either this or url.

urlstring

URL to fetch content from or YouTube video URL to fetch transcript. Provide either this or text, not both.

memory_add_relationsAdd relations to the InfraNodus memory from text, save it, and provide its name and a link to it for future use.7 params

Add relations to the InfraNodus memory from text, save it, and provide its name and a link to it for future use.

Parameters* required

addNodesAndEdgesboolean

Include nodes and edges in response (add only if needed for further analysis, not recommended for longer texts)default: false

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

graphNamestring

Name of the graph to add the memory to in InfraNodus - lowercase, dashes for spaces, no special characters. Auto-generate from the context of the conversation (if previously available) or use the n...

includeGraphboolean

Include full graph structure in response (add only if needed for further analysis)default: false

includeStatementsboolean

Include processed statements in response (add only if needed for further analysis)default: false

modifyAnalyzedTextstring

Entity detection: none (normal, graph is build from the words,), extractEntitiesOnly (automatic entity extraction — default setting), detectEntities (mix entities and words - use if explicitly requ...one of none · detectEntities · extractEntitiesOnlydefault: extractEntitiesOnly

textstring

Text that you'd like to analyze. Use new lines to separate separate statements, relations, and paragraphs in each text (but not the sentences). Detect the entities in every statement and use [[wiki...

memory_get_relationsProvide a list of relations from the InfraNodus memory for a given concept or entity3 params

Provide a list of relations from the InfraNodus memory for a given concept or entity

Parameters* required

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

entityNamestring

Name of the entity to get relations for from the InfraNodus memory, use [[wikilinks]] syntax to mark the entity, replace spaces with underscores. Leave if contextMemoryName is provided.default:

memoryContextNamestring

Name of the existing InfraNodus memory graph to search in if requested or needed from the context (can be left empty to search in all memory graphs)default:

analyze_existing_graph_by_nameExtract and analyze the content of an existing InfraNodus graph from your account.7 params

Extract and analyze the content of an existing InfraNodus graph from your account.

Parameters* required

addNodesAndEdgesboolean

Include nodes and edges in response (add only if explicitly needed, not recommended for longer texts)default: false

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

graphNamestring

Name of an existing InfraNodus graph in your account to retrieve

includeGraphboolean

Include full graph structure in response (add only if explicitly needed)default: false

includeGraphSummaryboolean

Include AI-generated graph summary for RAG prompt augmentationdefault: false

includeStatementsboolean

Include processed statements in response (add only if explicitly needed)default: false

modifyAnalyzedTextstring

Entity detection: none (normal), detectEntities (mix entities and words), extractEntitiesOnly (detect entities only - use for ontology and knowledge graph creation and entity extraction)one of none · detectEntities · extractEntitiesOnlydefault: none

analyze_textExtract and analyze a graph from text, URL, YouTube video transcript, or an existing InfraNodus graph.8 params

Extract and analyze a graph from text, URL, YouTube video transcript, or an existing InfraNodus graph.

Parameters* required

addNodesAndEdgesboolean

Include nodes and edges in response (add only if explicitly needed, not recommended for longer texts)default: false

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

includeGraphboolean

Include full graph structure in response (add only if explicitly needed)default: false

includeGraphSummaryboolean

Include AI-generated graph summary for RAG prompt augmentationdefault: false

includeStatementsboolean

Include processed statements in response (add only if explicitly needed or if user requested the text of the URL / YouTube transcript)default: false

modifyAnalyzedTextstring

Entity detection: none (normal), detectEntities (mix entities and words), extractEntitiesOnly (detect entities only - use for ontology and knowledge graph creation and entity extraction)one of none · detectEntities · extractEntitiesOnlydefault: none

textstring

Text that you'd like to analyze. Use new lines to separate separate statements or paragrams in each text (but not the sentences). Provide either this or url.

urlstring

URL to fetch content from (e.g. webpage or YouTube video transcript). Provide either this or text.

generate_content_gapsGenerate content gaps from text, URL, or an existing graph using knowledge graph analysis.4 params

Generate content gaps from text, URL, or an existing graph using knowledge graph analysis.

Parameters* required

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

graphNamestring

Name of an existing InfraNodus graph to use. Provide one of: text, url, or graphName.

textstring

Text that you'd like to retrieve content gaps from using knowledge graph analysis. Use new lines to separate separate statements or paragrams in each text (but not the sentences). Provide one of: t...

urlstring

URL to fetch content from or YouTube video URL to fetch transcript. Provide one of: text, url, or graphName.

generate_topical_clustersGenerate topics and clusters of keywords from text, URL, or an existing graph using knowledge graph analysis.4 params

Generate topics and clusters of keywords from text, URL, or an existing graph using knowledge graph analysis.

Parameters* required

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

graphNamestring

Name of an existing InfraNodus graph to use. Provide one of: text, url, or graphName.

textstring

Text that you'd like to retrieve topics and topical clusters from using knowledge graph analysis. Use new lines to separate separate statements or paragrams in each text (but not the sentences). Pr...

urlstring

URL to fetch content from or YouTube video URL to fetch transcript. Provide one of: text, url, or graphName.

generate_research_questionsAnalyze text or an existing graph and generate innovative research questions based on the content gaps identified between the topical clusters. Provide either text, url, or graphName. Can be used to improve the text and the discourse it relates to7 params

Analyze text or an existing graph and generate innovative research questions based on the content gaps identified between the topical clusters. Provide either text, url, or graphName. Can be used to improve the text and the discourse it relates to

Parameters* required

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

gapDepthnumber

Depth of content gaps to generate questions fordefault: 0

graphNamestring

Name of an existing InfraNodus graph in your account to generate research questions from. Provide one of: text, url, or graphName.

modelToUsestring

AI model to use for generating research questions: claude-opus-4.1, claude-sonnet-4, gemini-2.5-flash, gemini-2.5-flash-lite, gpt-4o, gpt-4o-mini, gpt-5, gpt-5-minione of claude-opus-4.1 · claude-opus-4.5 · claude-sonnet-4 · claude-sonnet-4.5 · gemini-2.5-pro · gemini-2.5-flashdefault: gpt-4o

textstring

Text that you'd like to generate research questions from. Use new lines to separate separate statements or paragrams in each text (but not the sentences). Provide one of: text, url, or graphName.

urlstring

URL to fetch content from or YouTube video URL to fetch transcript. Provide one of: text, url, or graphName.

useSeveralGapsboolean

Generate questions for several content gaps found in textdefault: false

generate_research_ideasAnalyze text or an existing graph and generate innovative research ideas based on the content gaps identified between the topical clusters inside the text that can be used to improve the text and the discourse it relates to.9 params

Analyze text or an existing graph and generate innovative research ideas based on the content gaps identified between the topical clusters inside the text that can be used to improve the text and the discourse it relates to.

Parameters* required

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

gapDepthnumber

Depth of content gaps to generate ideas fordefault: 0

graphNamestring

Name of an existing InfraNodus graph to use. Provide one of: text, url, or graphName.

modelToUsestring

AI model to use for generating research questions: claude-opus-4.1, claude-sonnet-4, gemini-2.5-flash, gemini-2.5-flash-lite, gpt-4o, gpt-4o-mini, gpt-5, gpt-5-minione of claude-opus-4.1 · claude-opus-4.5 · claude-sonnet-4 · claude-sonnet-4.5 · gemini-2.5-pro · gemini-2.5-flashdefault: gpt-4o

responseTypestring

Type of response to generate: 'response' — generates a response based on the gaps identified; 'idea' — generate an business idea that bridges the gap.one of response · ideadefault: response

shouldTranscendboolean

Generate ideas that transcend and go beyond the content of the text and relate to a broader discourse. Only run if explicitly requested by the user to go beyond the text and relate to a broader dis...default: false

textstring

Text that you'd like to generate research ideas from based on the content gaps identified between the topical clusters inside the text. Use new lines to separate separate statements or paragrams in...

urlstring

URL to fetch content from or YouTube video URL to fetch transcript. Provide one of: text, url, or graphName.

useSeveralGapsboolean

Generate ideas for several content gaps found in textdefault: false

optimize_text_structureAnalyze the level of bias and coherence in text. If it's too biased, develop the represented topics, if it's focused or diversified, develop the content gaps. If it's dispersed, focus the most common gap topics.6 params

Analyze the level of bias and coherence in text. If it's too biased, develop the represented topics, if it's focused or diversified, develop the content gaps. If it's dispersed, focus the most common gap topics.

Parameters* required

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

graphNamestring

Name of an existing InfraNodus graph to use. Provide one of: text, url, or graphName.

modelToUsestring

AI model to use for generating optimization suggestions: claude-opus-4.1, claude-sonnet-4, gemini-2.5-flash, gemini-2.5-flash-lite, gpt-4o, gpt-4o-mini, gpt-5, gpt-5-minione of claude-opus-4.1 · claude-opus-4.5 · claude-sonnet-4 · claude-sonnet-4.5 · gemini-2.5-pro · gemini-2.5-flashdefault: gpt-4o

responseTypestring

Type of response to generate: 'response' — generates a response based on the gaps identified; 'idea' — generate a business idea that bridges the gap; 'question' — generate questions that focus on t...one of response · idea · question · transcenddefault: response

textstring

Text that you'd like to optimize the structure of by analyzing its bias and coherence using knowledge graph analysis. Use new lines to separate separate statements or paragrams in each text (but no...

urlstring

URL to fetch content from or YouTube video URL to fetch transcript. Provide one of: text, url, or graphName.

generate_responses_from_graphUse text, URL, or an existing InfraNodus knowledge graph and generate responses and expert advice based on a prompt provided.6 params

Use text, URL, or an existing InfraNodus knowledge graph and generate responses and expert advice based on a prompt provided.

Parameters* required

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

graphNamestring

Name of an existing InfraNodus graph in your account to retrieve. Provide one of: text, url, or graphName.

modelToUsestring

AI model to use for generating research questions: claude-opus-4.1, claude-sonnet-4, gemini-2.5-flash, gemini-2.5-flash-lite, gpt-4o, gpt-4o-mini, gpt-5, gpt-5-minione of claude-opus-4.1 · claude-opus-4.5 · claude-sonnet-4 · claude-sonnet-4.5 · gemini-2.5-pro · gemini-2.5-flashdefault: gpt-4o

promptstring

Prompt to generate responses to from the graph

textstring

Text that you'd like to generate responses from. Use new lines to separate separate statements or paragrams in each text (but not the sentences). Provide one of: text, url, or graphName.

urlstring

URL to fetch content from or YouTube video URL to fetch transcript. Provide one of: text, url, or graphName.

develop_conceptual_bridgesAnalyze text or an existing graph and get ideas on how to develop conceptual bridges in this text to link it to a broader discourse. Provide either text, url, or graphName.6 params

Analyze text or an existing graph and get ideas on how to develop conceptual bridges in this text to link it to a broader discourse. Provide either text, url, or graphName.

Parameters* required

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

graphNamestring

Name of an existing InfraNodus graph to use. Provide one of: text, url, or graphName.

modelToUsestring

AI model to use for generating research questions: claude-opus-4.1, claude-sonnet-4, gemini-2.5-flash, gemini-2.5-flash-lite, gpt-4o, gpt-4o-mini, gpt-5, gpt-5-minione of claude-opus-4.1 · claude-opus-4.5 · claude-sonnet-4 · claude-sonnet-4.5 · gemini-2.5-pro · gemini-2.5-flashdefault: gpt-4o

requestModestring

Request mode: 'question' — generate questions that focus on this context; 'transcend' — generate responses that transcend and go beyond the content of the text and relate to a broader discourse.one of question · transcenddefault: transcend

textstring

Text that you'd like to develop based on the latent concepts that connect this text to a broader discourse. Use new lines to separate separate statements or paragrams in each text (but not the sent...

urlstring

URL to fetch content from or YouTube video URL to fetch transcript. Provide one of: text, url, or graphName.

develop_latent_topicsAnalyze text or an existing graph, extract underdeveloped topics and get an idea on how to develop them. Provide either text, url, or graphName.6 params

Analyze text or an existing graph, extract underdeveloped topics and get an idea on how to develop them. Provide either text, url, or graphName.

Parameters* required

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

graphNamestring

Name of an existing InfraNodus graph to use. Provide one of: text, url, or graphName.

modelToUsestring

AI model to use for generating research questions: claude-opus-4.1, claude-sonnet-4, gemini-2.5-flash, gemini-2.5-flash-lite, gpt-4o, gpt-4o-mini, gpt-5, gpt-5-minione of claude-opus-4.1 · claude-opus-4.5 · claude-sonnet-4 · claude-sonnet-4.5 · gemini-2.5-pro · gemini-2.5-flashdefault: gpt-4o

requestModestring

Request mode: 'question' — generate questions that focus on this context; 'transcend' — generate responses that transcend and go beyond the content of the text and relate to a broader discourse.one of question · transcenddefault: transcend

textstring

Text that you'd like to develop based on the latent concepts that connect this text to a broader discourse. Use new lines to separate separate statements or paragrams in each text (but not the sent...

urlstring

URL to fetch content from or YouTube video URL to fetch transcript. Provide one of: text, url, or graphName.

develop_text_toolAnalyze text or an existing graph to extract research questions, develop latent topics, and identify content gaps in a single workflow with progress tracking. Provide either text, url, or graphName.8 params

Analyze text or an existing graph to extract research questions, develop latent topics, and identify content gaps in a single workflow with progress tracking. Provide either text, url, or graphName.

Parameters* required

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

gapDepthnumber

Depth of content gaps to generate questions fordefault: 0

graphNamestring

Name of an existing InfraNodus graph to use. Provide one of: text, url, or graphName.

modelToUsestring

AI model to use for generating insights: claude-opus-4.1, claude-sonnet-4, gemini-2.5-flash, gemini-2.5-flash-lite, gpt-4o, gpt-4o-mini, gpt-5, gpt-5-minione of claude-opus-4.1 · claude-opus-4.5 · claude-sonnet-4 · claude-sonnet-4.5 · gemini-2.5-pro · gemini-2.5-flashdefault: gpt-4o

textstring

Text that you'd like to think about and analyze. Use new lines to separate separate statements or paragrams in each text (but not the sentences). Provide one of: text, url, or graphName.

transcendDiscourseboolean

Shall we transcend and go beyond this text to relate to a broader discourse? If false, the focus is on this text only.default: false

urlstring

URL to fetch content from or YouTube video URL to fetch transcript. Provide one of: text, url, or graphName.

useSeveralGapsboolean

Generate questions for several content gaps found in textdefault: false

generate_contextual_hintGenerate information about the main topics and concepts in a text to augment RAG retrieval and text analysis.4 params

Generate information about the main topics and concepts in a text to augment RAG retrieval and text analysis.

Parameters* required

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

graphNamestring

Name of an existing InfraNodus graph to use. Provide one of: text, url, or graphName.

textstring

Text that you'd like to get an overview of to augment RAG retrieval and text analysis. Use new lines to separate separate statements or paragrams in each text (but not the sentences). Provide one o...

urlstring

URL to fetch content from or YouTube video URL to fetch transcript. Provide one of: text, url, or graphName.

overlap_between_textsExtract the common relationships and similarities between texts and generate an overlap graph6 params

Extract the common relationships and similarities between texts and generate an overlap graph

Parameters* required

addNodesAndEdgesboolean

Include nodes and edges in response (add only if explicitly needed, not recommended for longer texts)default: false

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

contextsarray

Array of sources to analyze and find content overlaps for. Each item is an object with exactly one of: { text: string }, { url: string }, or { graphName: string }. Example: [{ text: '...' }, { url:...

includeGraphboolean

Include full graph structure in response (add only if explicitly needed)default: false

includeStatementsboolean

Include processed statements in response (add only if explicitly needed)default: false

modifyAnalyzedTextstring

Entity detection: none (normal), detectEntities (mix entities and words), extractEntitiesOnly (detect entities only - use for ontology and knowledge graph creation and entity extraction)one of none · detectEntities · extractEntitiesOnlydefault: none

merged_graph_from_textsBuild a graph of all the texts, URLs, and existing InfraNodus graphs provided, providing topical clusters and gaps present in the merged graph generated from all the texts.6 params

Build a graph of all the texts, URLs, and existing InfraNodus graphs provided, providing topical clusters and gaps present in the merged graph generated from all the texts.

Parameters* required

addNodesAndEdgesboolean

Include nodes and edges in response (add only if explicitly needed, not recommended for longer texts)default: false

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

contextsarray

Array of sources to analyze and find content overlaps for. Each item is an object with exactly one of: { text: string }, { url: string }, or { graphName: string }. Example: [{ text: '...' }, { url:...

includeGraphboolean

Include full graph structure in response (add only if explicitly needed)default: false

includeStatementsboolean

Include processed statements in response (add only if explicitly needed)default: false

modifyAnalyzedTextstring

Entity detection: none (normal), detectEntities (mix entities and words), extractEntitiesOnly (detect entities only - use for ontology and knowledge graph creation and entity extraction)one of none · detectEntities · extractEntitiesOnlydefault: none

difference_between_textsExtract the conceptial relations that are missing in the first text, url, or InfraNodus graph but are present in the other texts6 params

Extract the conceptial relations that are missing in the first text, url, or InfraNodus graph but are present in the other texts

Parameters* required

addNodesAndEdgesboolean

Include nodes and edges in response (add only if explicitly needed, not recommended for longer texts)default: false

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

contextsarray

Array where the FIRST item is the target to analyze for missing parts; REMAINING items are reference sources. Each item is an object with exactly one of: { text: string }, { url: string }, or { gra...

includeGraphboolean

Include full graph structure in response (add only if explicitly needed)default: false

includeStatementsboolean

Include processed statements in response (add only if explicitly needed)default: false

modifyAnalyzedTextstring

Entity detection: none (normal), detectEntities (mix entities and words), extractEntitiesOnly (detect entities only - use for ontology and knowledge graph creation and entity extraction)one of none · detectEntities · extractEntitiesOnlydefault: none

analyze_google_search_resultsGenerate a knowledge graph and topical clusters from Google search results for provided search queries9 params

Generate a knowledge graph and topical clusters from Google search results for provided search queries

Parameters* required

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

importCountrystring

Country of the search queries, default is United States (US).Use the country most suitable for the language selected.one of AR · AU · BR · CA · CH · CNdefault: US

importLanguagestring

Language of the search queries, default is English (EN), use the language of the conversation or requested by user.one of EN · DE · FR · ES · IT · PTdefault: EN

includeGraphboolean

Include the graph structure and keywords in the response (add only if explicitly neededdefault: false

includeNodesAndEdgesboolean

Include nodes and edges in the response (true only if explicitly required)default: false

includeSearchResultsboolean

Include search results in the responsedefault: false

includeSearchResultsOnlyboolean

Only include search results in the response (do not include the knowledge graph, analysis, and keywords)default: false

queriesarray

Queries that you'd like to get Google search results for, can be multiple queries

showExtendedGraphInfoboolean

Include extended graph information in the response (additional information about the content gaps and main topics)default: false

analyze_related_search_queriesGenerate a knowledge graph and identifymain topical clusters in the search requests related to the search queries provided10 params

Generate a knowledge graph and identifymain topical clusters in the search requests related to the search queries provided

Parameters* required

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

importCountrystring

Country of the search queries, default is United States (US). Use the country most suitable for the language selected.one of AR · AU · BR · CA · CH · CNdefault: US

importLanguagestring

Language of the search queries, default is English (EN), use the language of the conversation or requested by user.one of EN · DE · FR · ES · IT · PTdefault: EN

includeGraphboolean

Include the graph structure and keywords in the response (add only if explicitly needed)default: false

includeNodesAndEdgesboolean

Include nodes and edges in the response (true only if explicitly required)default: false

includeSearchQueriesboolean

Include search queries in the responsedefault: false

includeSearchQueriesOnlyboolean

Only include search queries in the response (do not include the knowledge graph and keywords)default: false

keywordsSourcestring

Source of keywords to use for the graph: related (Google suggestions) or adwords (Google Ads suggestions - broader range)one of related · adwordsdefault: related

queriesarray

Queries that you'd like to get Google related queries for, can be comma-separated for multiple queries

showExtendedGraphInfoboolean

Include extended graph information in the response (additional information about the content gaps, main topics, and keywords)default: false

search_queries_vs_search_resultsFind the combinations of keywords and topics people search for that don't appear in the search results for the same queries8 params

Find the combinations of keywords and topics people search for that don't appear in the search results for the same queries

Parameters* required

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

importCountrystring

Country of the search queries, default is United States (US). Use the country most suitable for the language selected.one of AR · AU · BR · CA · CH · CNdefault: US

importLanguagestring

Language of the search queries, default is English (EN), use the language of the conversation or requested by user.one of EN · DE · FR · ES · IT · PTdefault: EN

includeGraphboolean

Include the graph structure and keywords in the responsedefault: false

includeSearchQueriesboolean

Include search queries in the responsedefault: false

includeSearchQueriesOnlyboolean

Only include search queries in the response (do not include the knowledge graph, analysis, and keywords)default: false

queriesarray

Queries for which you'd like to find the difference between what people find and what people are looking for

showExtendedGraphInfoboolean

Include extended graph information in the response (add only if explicitly needed)default: false

generate_seo_reportAnalyze content for SEO optimization by comparing its knowledge graph with the graphs of Google search results and search queries to identify content gaps and opportunities based on the differences9 params

Analyze content for SEO optimization by comparing its knowledge graph with the graphs of Google search results and search queries to identify content gaps and opportunities based on the differences

Parameters* required

contentToExtractstring

What to extract from URL: 'all' (default), 'header tags', or 'link tags'.one of all · header tags · link tagsdefault: all

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

importCountrystring

Country for the search analysis, default is United States (US). Use the country most suitable for the language selected.one of AR · AU · BR · CA · CH · CNdefault: US

importLanguagestring

Language of the content and search queries, default is English (EN), use the language of the conversation or requested by user.one of EN · DE · FR · ES · IT · PTdefault: EN

numberOfKeywordsToExtractnumber

Number of the top keyword groups extracted from text to use for the SEO analysis, default is 2, maximum is 4. Use more if you want to get deeper insights but longer processing. In case the tool fai...default: 2

numberOfTopicsToExtractnumber

Number of the top topical cluster names extracted from text to use for the SEO analysis, default is 2, maximum is 4. Use more if you want to get deeper insights but longer processing. In case the t...default: 2

textstring

Content that you'd like to optimize for SEO. Use new lines to separate separate statements or paragrams in each text (but not the sentences).

urlstring

URL to fetch content from for SEO analysis. Provide either this or text, not both.

useProxyboolean

Use proxy to fetch content from URL (true only if the first request fails, returns javascript only,or is requested by user)default: false

retrieve_from_knowledge_baseRetrieve the statements and general overview of an existing InfraNodus knowledge graph based on the user's prompt for GraphRAG based retrieval.7 params

Retrieve the statements and general overview of an existing InfraNodus knowledge graph based on the user's prompt for GraphRAG based retrieval.

Parameters* required

compactStatementsboolean

Make statements compact by removing categories and other metadatadefault: false

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

extendedGraphSummaryboolean

Include extended graph summary object in the response for additional detailed contextdefault: false

graphNamestring

Name of the existing InfraNodus graph in your account to retrieve

includeGraphboolean

Include graph in the response to provide underlying knowledge graph structuredefault: false

includeGraphSummaryboolean

Include graph summary string in the response to provide additional contextdefault: true

promptstring

Prompt to retrieve context for from the graph

list_graphsList all graphs (contexts) for the currently logged in user with optional filtering by name, type, date, language, or favorite status. Use this to discover available graphs before analyzing or searching them.7 params

List all graphs (contexts) for the currently logged in user with optional filtering by name, type, date, language, or favorite status. Use this to discover available graphs before analyzing or searching them.

Parameters* required

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

favoriteboolean

Filter by favorite status

fromDatestring

Filter graphs created on or after this date (ISO format, e.g., '2026-01-01T00:00:00.000Z')

languagestring

Filter by language code (e.g., 'EN', 'AUTO', 'DE', 'FR', 'ES', etc.)

nameContainsstring

Values that should be matched to in the graph name. Use comma-separated values for OR logic (e.g., 'youtube,google,evernote'). Leave empty to list all graphs.

toDatestring

Filter graphs created on or before this date (ISO format, e.g., '2026-01-31T23:59:59.999Z')

typestring

Filter by graph type. Available types: STANDARD, MINDMAP, WORDCLOUD, GEXF, SCIENCE, TWITTER, GOOGLE, NICHE, SEO, EVERNOTE, RSS, WIKILINKS, TXT, PDF, CSV, MD, MEMORY, ONTOLOGY, JSON, KWRDS. Use comm...

searchFind the concepts and terms in existing InfraNodus graphs4 params

Find the concepts and terms in existing InfraNodus graphs

Parameters* required

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

contextNamesarray

Names of the existing InfraNodus graphs to search in (array of strings, empty for all)

contextTypesarray

Types of the existing InfraNodus graphs to search in (array of strings, empty for all)

querystring

Query to search for in existing InfraNodus graphs

fetchFetch a specific search result for an InfraNodus knowledge graph2 params

Fetch a specific search result for an InfraNodus knowledge graph

Parameters* required

contextstring

Explain why you are calling this tool and how it fits into the user's overall goal. This parameter is used for analytics and user intent tracking. YOU MUST provide 15-25 words (count carefully). NE...

idstring

ID of the search result to retrieve (username:graph_name:search_query

get_more_toolsCheck for additional tools whenever your task might benefit from specialized capabilities - even if existing tools could work as a fallback.1 params

Check for additional tools whenever your task might benefit from specialized capabilities - even if existing tools could work as a fallback.

Parameters* required

contextstring

A description of your goal and what kind of tool would help accomplish it.

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