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MCP Server

Ninar AI

ai.ninar/ninar
Marketing & Advertising Search & Research Public & reachable MCP 2026-07-28

What this MCP does

Audits a brand’s visibility and presence across major AI answer and search engines.

Capabilities

Tools

5 tools
audit_brand_visibility
Verify whether an entity is a real competitor
Check whether a brand or entity surfaced by an AI engine is a genuine competitor in your category (e.g. is 'Banner Life' actually a mortgage insurance competitor to Enact?). Uses dual-model verification with automatic escalation on disagreement. Returns a confirmed/rejected decision, confidence score, reasoning, and audit trail. Pro plan or higher required.
Read only Open world Idempotent
Input schema 
{'type': 'object', 'required': ['entity', 'raw_evidence'], 'properties': {'entity': {'type': 'string', 'description': "Entity name to adjudicate, e.g. 'Banner Life', 'Enact Solar'."}, 'taxonomy_id': {'type': 'string', 'description': 'Taxonomy registry to validate against. Default: pmi.v1'}, 'raw_evidence': {'type': 'object', 'required': ['raw_answer_excerpt'], 'properties': {'entity_sentence': {'type': 'string'}, 'source_probe_id': {'type': 'string'}, 'raw_answer_excerpt': {'type': 'string'}}, 'description': "Source text the entity appeared in. Should contain 'raw_answer_excerpt' and optionally 'entity_sentence' and 'source_probe_id'."}}}
generate_content
Generate AI-optimized content for a gap
Generate AI-optimized content (FAQ, about copy, use cases, differentiators) for the gaps in your latest scan. Returns full content text inline — no need to visit the dashboard. Pro plan or higher required. Pass gap_type='all' to get every block in one call.
Input schema 
{'type': 'object', 'required': ['gap_type'], 'properties': {'gap_type': {'enum': ['faq', 'about', 'use_cases', 'differentiators', 'all'], 'type': 'string', 'description': "Which content block to generate. Use 'all' for everything in one call."}}}
get_latest_score
Get my latest AI Visibility Index score
Get the AI Visibility Index (0-100) for the signed-in user's most recently scanned brand, broken down by engine. Requires a free Ninar account (no credit card).
Read only Idempotent
Input schema 
{'type': 'object', 'properties': {}}
list_content_gaps
List content gaps from my latest scan
List AI-generated content suggestions (FAQs, differentiators, use cases, about copy) the signed-in user can publish to close visibility gaps found in their latest scan.
Read only Idempotent
Input schema 
{'type': 'object', 'properties': {}}
scan_visibility
Run an AI visibility scan
Run an AI visibility scan for a brand. Pass `city` for a local-business check (ChatGPT + Gemini, city-scoped). Omit `city` for a multi-engine GEO scan across ChatGPT, Gemini, Perplexity, Claude, AI Overviews — engine count scales with the user's Ninar plan (free = 2).
Open world
Input schema 
{'type': 'object', 'required': ['brand_name', 'category'], 'properties': {'city': {'type': 'string', 'description': 'City for a local-business check. Omit for multi-engine GEO scan.'}, 'country': {'type': 'string', 'description': 'Optional ISO country: us, gb, in, eu.'}, 'website': {'type': 'string', 'description': 'Optional brand URL for GEO citation matching.'}, 'category': {'type': 'string', 'description': "Category, e.g. 'AI visibility platform', 'pizza restaurant'."}, 'use_case': {'type': 'string', 'description': "Optional GEO use case, e.g. 'for sales teams'."}, 'brand_name': {'type': 'string', 'description': "Brand to scan, e.g. 'Ninar', 'Joe's Pizza'."}}}
History

Recent tool changes

Added
audit_brand_visibility
Sept. 17, 2026, 7:57 a.m.
Added
generate_content
Sept. 17, 2026, 7:57 a.m.
Added
list_content_gaps
Sept. 17, 2026, 7:57 a.m.
Added
scan_visibility
Sept. 17, 2026, 7:57 a.m.
Added
get_latest_score
Sept. 17, 2026, 7:57 a.m.
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