{"name":"io.github.AdevAarons/specularis-mcp-audit","slug":"adevaarons-specularis-mcp-audit","title":"Specularis AI Visibility Audit","description":"Free AI visibility (GEO/AEO) audit: can ChatGPT, Claude and Perplexity find and cite your website?","url":"https://mcp.market/server/adevaarons-specularis-mcp-audit","rating":null,"grade":"B","score":81,"certified":false,"status":"active","category":"search","tags":["search","maps"],"presence":{"score":23,"stars":0,"forks":0,"downloads_week":null,"last_push_at":"2026-09-15T23:34:52.000Z","license":"MIT"},"uptime":{"percent":100,"checks":28,"ok":28,"last_checked_at":"2026-11-02T08:40:59.129Z","last_ok_at":"2026-11-02T08:40:59.129Z","latency_ms":1356},"claimed":false,"transport":"remote","callable_via_gateway":true,"default_price_micros":0,"repository":"https://github.com/AdevAarons/specularis-mcp-audit","website":"https://specularisinc.com/free-audit","version":"1.0.1","remotes":[{"type":"streamable-http","url":"https://specularis-mcp-audit-production.up.railway.app/mcp"}],"packages":[],"tools":[{"name":"book_strategy_call","description":"Get the link to book a free Specularis strategy call about AI visibility / GEO / AEO.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{}}},{"name":"find_ai_citations","description":"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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","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"}},"required":["query","domain"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"run_ai_visibility_audit","description":"Run a free AI visibility (GEO/AEO) audit on a website — checks whether ChatGPT, Claude, Perplexity, and Gemini can find and cite it. Returns an instant snapshot of crawler access, structured data, and llms.txt. If an email is provided, a full scored report (0–100 across 5 pillars, with copy-paste fixes) is emailed as a PDF. Use this whenever a user asks to audit/check a site's AI visibility, GEO, AEO, or whether AI can find them.","write_action":true,"price_micros":0,"input_schema":{"type":"object","properties":{"website_url":{"type":"string","description":"The website to audit, e.g. https://example.com"},"email":{"type":"string","format":"email","description":"Optional. If provided, the full scored PDF report is emailed here (and the user becomes a Specularis lead). Omit for just the instant snapshot."},"name":{"type":"string","description":"Optional name for the report greeting."},"role":{"type":"string","enum":["Real Estate Agent","Attorney","Founder","Other"],"description":"Optional. Tailors the audit lens — local-service providers are scored on local entity signals, reviews, and directories."}},"required":["website_url"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}}],"scan":{"score":81,"grade":"B","scanned_at":"2026-09-24T05:08:50.631Z","report":{"scannerVersion":"0.1.9","scannedAt":"2026-09-24T05:08:50.567Z","components":{"code":{"score":-1,"max":25,"notes":["remote-only server, no package to scan"]},"reliability":{"score":20,"max":20,"notes":["remote reachable in 437ms"]},"poisoning":{"score":15,"max":15,"notes":["3 tool descriptions checked"]},"auth":{"score":3,"max":15,"notes":["open endpoint exposes 1 write-action tools with no auth"]},"maintenance":{"score":15,"max":15,"notes":["last push 8 days ago"]},"identity":{"score":8,"max":10,"notes":["registry namespace matches repository owner","GitHub account older than a year"]}},"findings":[{"id":"auth.open-write","severity":"high","component":"auth","title":"Write-action tools reachable without authentication"}],"inputs":{"probes":[{"url":"https://specularis-mcp-audit-production.up.railway.app/mcp","reachable":true,"authRequired":false,"latencyMs":437,"serverInfo":{"name":"specularis-ai-visibility-audit","version":"2.9.0"}}],"packages":[],"repo":{"found":true,"owner":"AdevAarons","repo":"specularis-mcp-audit","archived":false,"pushedAt":"2026-09-15T23:34:52Z","stars":0,"forks":0,"openIssues":0,"ownerType":"User","ownerAvatarUrl":"https://avatars.githubusercontent.com/u/35152520?v=4","ownerCreatedAt":"2018-01-05T22:07:31Z","license":"MIT"},"icon":{"url":"https://framerusercontent.com/images/0m77vnbFvbPOhmqCzxed7R4dugk.png","source":"site","width":500,"height":500},"presence":{"stars":0,"forks":0,"downloadsWeek":null,"license":"MIT","lastPushAt":"2026-09-15T23:34:52.000Z","score":23}}}},"grade_history":[],"reviews":[]}