MCP 服务器

Specularis AI Visibility Audit

io.github.AdevAarons/specularis-mcp-audit
营销与广告 公开且可连接 MCP 2025-11-25

此 MCP 可以做什么

Audits website visibility in AI-generated answers and identifies sources and citations used by major AI search systems.

book_strategy_call
Book a Strategy Call
Get the link to book a free Specularis strategy call about AI visibility / GEO / AEO.
只读
输入模式
{'type': 'object', 'properties': {}}
输出模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['booking_url'], 'properties': {'booking_url': {'type': 'string', 'description': 'Link to book a free 15-minute Specularis strategy call.'}}, 'additionalProperties': False}
find_ai_citations
Find AI Citation Sources
Given a buyer query (e.g. 'best real estate agent in Tampa') and a website domain, find the exact sources ChatGPT, Perplexity, Claude, and Gemini cite when answering that query — and whether the domain appears in any of them. Returns the ranked source list (with which engine cites each) and an 'appears in X of N' gap. Use this whenever a user wants to know where AI gets its answers about their industry, which pages AI trusts for a query, or whether their business shows up in AI recommendations.
只读 可访问外部资源
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['query', 'domain'], 'properties': {'query': {'type': 'string', 'description': "The question a customer would ask AI, e.g. 'best personal injury lawyer in Miami'."}, 'domain': {'type': 'string', 'description': 'The website to check for, e.g. example.com'}}, 'additionalProperties': False}
输出模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['query', 'domain', 'total_sources', 'appears_in', 'sources', 'booking_url'], 'properties': {'query': {'type': 'string'}, 'domain': {'type': 'string'}, 'sources': {'type': 'array', 'items': {'type': 'object', 'required': ['rank', 'name', 'host', 'type', 'engines', 'you_appear'], 'properties': {'host': {'type': 'string'}, 'name': {'type': 'string'}, 'rank': {'type': 'number'}, 'type': {'type': 'string', 'description': 'Source type, e.g. Directory / review platform, Reddit thread, Website / blog.'}, 'engines': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Which AI engines cite this source (Perplexity, Claude).'}, 'you_appear': {'type': 'boolean'}}, 'additionalProperties': False}}, 'appears_in': {'type': 'number', 'description': 'How many of those sources the domain currently appears in.'}, 'booking_url': {'type': 'string'}, 'total_sources': {'type': 'number', 'description': 'How many distinct sources AI cites for this query.'}}, 'additionalProperties': False}
run_ai_visibility_audit
Run AI Visibility Audit
Run a free AI visibility (GEO/AEO) audit on a website — checks whether ChatGPT, Claude, Perplexity, and Gemini can find and cite it. Returns an instant snapshot of crawler access, structured data, and llms.txt. If an email is provided, a full scored report (0–100 across 5 pillars, with copy-paste fixes) is emailed as a PDF. Use this whenever a user asks to audit/check a site's AI visibility, GEO, AEO, or whether AI can find them.
可访问外部资源
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['website_url'], 'properties': {'name': {'type': 'string', 'description': 'Optional name for the report greeting.'}, 'role': {'enum': ['Real Estate Agent', 'Attorney', 'Founder', 'Other'], 'type': 'string', 'description': 'Optional. Tailors the audit lens â\x80\x94 local-service providers are scored on local entity signals, reviews, and directories.'}, 'email': {'type': 'string', 'format': 'email', 'description': 'Optional. If provided, the full scored PDF report is emailed here (and the user becomes a Specularis lead). Omit for just the instant snapshot.'}, 'website_url': {'type': 'string', 'description': 'The website to audit, e.g. https://example.com'}}, 'additionalProperties': False}
输出模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['website', 'ai_crawler_access', 'structured_data', 'llms_txt', 'full_report_status', 'booking_url'], 'properties': {'website': {'type': 'string', 'description': 'The normalized website that was audited.'}, 'llms_txt': {'type': 'string', 'description': 'Whether an llms.txt file is present.'}, 'booking_url': {'type': 'string', 'description': 'Link to book a Specularis strategy call.'}, 'report_email': {'type': 'string', 'description': 'The email the full report was sent to, if requested.'}, 'structured_data': {'type': 'string', 'description': 'Summary of JSON-LD structured data found on the homepage.'}, 'ai_crawler_access': {'type': 'string', 'description': 'Whether major AI crawlers (GPTBot, ClaudeBot, PerplexityBot) can access the site.'}, 'full_report_status': {'enum': ['sent', 'failed', 'not_requested'], 'type': 'string', 'description': 'Status of the full scored PDF report.'}}, 'additionalProperties': False}
已添加
find_ai_citations
2026年9月17日 12:40
已添加
book_strategy_call
2026年9月17日 12:40
已添加
run_ai_visibility_audit
2026年9月17日 12:40