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mcp

gl.parse/mcp
Marketing & Advertising Search & Research Public & reachable MCP 2026-07-28

What this MCP does

Searches AI-search visibility data for brands and prompts and provides brand briefs, citation sources, and dataset statistics.

Capabilities

Tools

6 tools
fetch
Fetch
Compatibility alias that resolves fetch IDs like brand:stripe or prompt:best-crm into JSON-text results with human-readable text.
Read only
Input schema 
{'type': 'object', 'required': ['id'], 'properties': {'id': {'type': 'string'}}}
parse_get_brand
Get brand AI visibility brief
Fetch a concise public marketing brief for one brand, including Parse score, strengths, weak spots, top prompts, citation sources, related brands, and next research questions.
Read only
Input schema 
{'type': 'object', 'required': ['slug_or_id'], 'properties': {'slug_or_id': {'type': 'string'}}}
parse_get_prompt
Get AI prompt detail
Fetch one public organic prompt by slug when the user wants to inspect the exact AI-search question behind a result.
Read only
Input schema 
{'type': 'object', 'required': ['slug'], 'properties': {'slug': {'type': 'string'}}}
parse_get_stats
Summarize Parse dataset scale
Explain the public Parse index scale and freshness: tracked brands, organic prompts, and citation observations.
Read only
Input schema 
{'type': 'object', 'properties': {}}
parse_search
Search Parse AI visibility data
Find brands, organic AI prompts, and market niches for marketer research. Use this first when the user names a brand, category, or AI visibility question.
Read only
Input schema 
{'type': 'object', 'required': ['query'], 'properties': {'limit': {'type': 'number', 'maximum': 10, 'minimum': 1}, 'query': {'type': 'string'}, 'types': {'type': 'array', 'items': {'enum': ['brands', 'prompts', 'niches'], 'type': 'string'}}}}
search
Search
Compatibility alias for parse_search. Use for clients that expect a generic search tool.
Read only
Input schema 
{'type': 'object', 'required': ['query'], 'properties': {'limit': {'type': 'number', 'maximum': 10, 'minimum': 1}, 'query': {'type': 'string'}}}
History

Recent tool changes

Changed
parse_search
Sept. 25, 2026, 2:50 a.m.
Added
fetch
Sept. 17, 2026, 12:39 p.m.
Added
search
Sept. 17, 2026, 12:39 p.m.
Added
parse_get_stats
Sept. 17, 2026, 12:39 p.m.
Added
parse_get_prompt
Sept. 17, 2026, 12:39 p.m.
Added
parse_get_brand
Sept. 17, 2026, 12:39 p.m.
Added
parse_search
Sept. 17, 2026, 12:39 p.m.
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