Summary
You'd reach for this when you need to analyze how major AI models cite and reference content in their responses. It tracks brand mentions, source attributions, and prompt patterns across ChatGPT, Claude, Perplexity, and Gemini. The server exposes its functionality through both stdio and streamable HTTP transports, making it straightforward to integrate into analysis pipelines or monitoring workflows. Useful if you're tracking how AI assistants handle attribution, comparing citation behavior across models, or auditing where these systems pull information from. The remote endpoint at mcp.parse.gl suggests it taps into an existing parsing service rather than running analysis locally.
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Integrate web data into your AI product. One API to scrape website & brand data.
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Public tool metadata for what this MCP can expose to an agent.
6 tools
parse_searchFind 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.3 params
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.
Parameters* required
limitnumberquerystringtypesarrayparse_get_brandFetch a concise public marketing brief for one brand, including Parse score, strengths, weak spots, top prompts, citation sources, related brands, and next research questions.1 params
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.
Parameters* required
slug_or_idstringparse_get_promptFetch one public organic prompt by slug when the user wants to inspect the exact AI-search question behind a result.1 params
Fetch one public organic prompt by slug when the user wants to inspect the exact AI-search question behind a result.
Parameters* required
slugstringparse_get_statsExplain the public Parse index scale and freshness: tracked brands, organic prompts, and citation observations.
Explain the public Parse index scale and freshness: tracked brands, organic prompts, and citation observations.
No parameter schema in public metadata yet.
searchCompatibility alias for parse_search. Use for clients that expect a generic search tool.2 params
Compatibility alias for parse_search. Use for clients that expect a generic search tool.
Parameters* required
limitnumberquerystringfetchCompatibility alias that resolves fetch IDs like brand:stripe or prompt:best-crm into JSON-text results with human-readable text.1 params
Compatibility alias that resolves fetch IDs like brand:stripe or prompt:best-crm into JSON-text results with human-readable text.
Parameters* required
idstringFeatured
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →Connect Claude to +800M contacts, +150M companies. Find & Enrich leads in chat.
Try For Free →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →Categories
Registryactive
Package@parse-gl/mcp
TransportSTDIO, HTTP
UpdatedMay 1, 2026
