gl.parse/mcp

Find brands, organic AI prompts, citation sources, and market niches for marketer research. Use this first when the user names a brand, category, source, or AI visibility question.

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.

Fetch one public organic prompt by slug when the user wants to inspect the exact AI-search question behind a result.

Explain the public Parse index scale and freshness: tracked brands, organic prompts, and citation observations.

Compatibility alias for parse_search. Use for clients that expect a generic search tool.

Compatibility alias that resolves fetch IDs like brand:stripe or prompt:best-crm into JSON-text results with human-readable text.