Ask Nebula (Mumbai) about AI-first B2B digital marketing: services, sectors, GEO/AEO Answers, blogs.
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Read-only browse/enumerate of approved Nebula KB items (title, url, section, date when present). Use to page through a section or the full allowlist; use nebula_search for ranked queries, nebula_section for full record content, nebula_overview for a summary. Returns items[{title,url,section,date?}], total, offset, limit, nextOffset.
Max items to return (default 25, max 100)
Number of items to skip (default 0)
Optional section id to list (one of: organization, people, services, industries, frameworks, research, externalAssets, answers, blogs). Omit to list all approved sections.
Tool list last changed Oct 29, 2026.
Read-only browse/enumerate of approved Nebula KB items (title, url, section, date when present). Use to page through a section or the full allowlist; use nebula_search for ranked queries, nebula_section for full record content, nebula_overview for a summary. Returns items[{title,url,section,date?}], total, offset, limit, nextOffset.
| Argument | Type | Description |
|---|---|---|
| limit | integer | Max items to return (default 25, max 100) |
| offset | integer | Number of items to skip (default 0) |
| section | string | Optional section id to list (one of: organization, people, services, industries, frameworks, research, externalAssets, answers, blogs). Omit to list all approved sections. |
{
"type": "object",
"properties": {
"limit": {
"type": "integer",
"maximum": 100,
"minimum": 1,
"description": "Max items to return (default 25, max 100)"
},
"offset": {
"type": "integer",
"minimum": 0,
"description": "Number of items to skip (default 0)"
},
"section": {
"enum": [
"organization",
"people",
"services",
"industries",
"frameworks",
"research",
"externalAssets",
"answers",
"blogs"
],
"type": "string",
"description": "Optional section id to list (one of: organization, people, services, industries, frameworks, research, externalAssets, answers, blogs). Omit to list all approved sections."
}
},
"additionalProperties": false
}Read-only summary of Nebula (org, founders, services, industries, frameworks, counts). Use for a company snapshot; use nebula_search for ranked queries, nebula_list to browse titles/URLs, nebula_section for one exact path. Returns organization, people, services, industries, frameworks, counts, sections, guardrails, graphVersion.
No arguments.
{
"type": "object",
"properties": {},
"additionalProperties": false
}Read-only ranked keyword search across approved Nebula KB sections. Use when you have a query; use nebula_list to browse without ranking, nebula_section for one exact path, nebula_overview for a summary. Returns query, results[{path,score,record}], total, offset, limit, nextOffset.
| Argument | Type | Description |
|---|---|---|
| limit | integer | Max results to return (default 6, max 20) |
| query* | string | Search words, e.g. "AI SEO for manufacturers" |
| offset | integer | Number of ranked hits to skip (default 0) |
{
"type": "object",
"required": [
"query"
],
"properties": {
"limit": {
"type": "integer",
"maximum": 20,
"minimum": 1,
"description": "Max results to return (default 6, max 20)"
},
"query": {
"type": "string",
"description": "Search words, e.g. \"AI SEO for manufacturers\""
},
"offset": {
"type": "integer",
"minimum": 0,
"description": "Number of ranked hits to skip (default 0)"
}
},
"additionalProperties": false
}Read-only fetch of one exact section or record by dotted path. Sections: organization, people, services, industries, frameworks, research, externalAssets, answers, blogs. Use when you know the path from search/list; use nebula_overview for a summary, nebula_search to find paths, nebula_list to browse titles. Returns path plus value, or for list sections: items, total, offset, limit, nextOffset. Examples: "services", "answers.4", "organization.address".
| Argument | Type | Description |
|---|---|---|
| path* | string | Dotted path, e.g. "industries" or "answers.0" |
| limit | integer | For list sections: items per page (default 20) |
| offset | integer | For list sections: first item index (default 0) |
{
"type": "object",
"required": [
"path"
],
"properties": {
"path": {
"type": "string",
"description": "Dotted path, e.g. \"industries\" or \"answers.0\""
},
"limit": {
"type": "integer",
"maximum": 50,
"minimum": 1,
"description": "For list sections: items per page (default 20)"
},
"offset": {
"type": "integer",
"minimum": 0,
"description": "For list sections: first item index (default 0)"
}
},
"additionalProperties": false
}