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AISeeWhy

by com.aiseewhy
OverviewDiscussionsAdmin

Server Details

Can ChatGPT, Claude and Perplexity crawlers read your page? Audit, fixes, compare, monitoring.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
aiseewhy/check-action
GitHub Stars
0
Server Listing
AISeeWhy
ChatGPT
–
Claude
–

TDQS

A4.1/5.0

Scored across 6 tools

Disambiguation5/5

Each tool targets a distinct action and resource: single-URL audit, sitemap audit, multi-URL comparison, finding explanation, listing monitored sites, and adding a monitored site. The only mild overlap is audit_url vs audit_sitemap, but the sitemap scope and batch behavior make the boundary clear.

Naming Consistency5/5

All tool names use a consistent snake_case verb_noun pattern (audit_sitemap, audit_url, compare_urls, explain_finding, list_watched_sites, watch_site). The watch_site / list_watched_sites pair is predictable and readable.

Tool Count5/5

Six tools is well-scoped for an AI-search auditing server. Each tool covers a distinct workflow stage: audit, compare, explain, and monitor.

Completeness4/5

The core audit lifecycle is covered: single-page audit, sitemap audit, competitor comparison, finding explanation, and monitoring setup/listing. The main gap is the lack of an unwatch/remove operation for monitored sites, though frequency updates are implicitly handled by re-adding the same URL.

Available Tools

6 tools
audit_sitemapA
Read-onlyIdempotent
Inspect

Audit up to 10 pages listed in a sitemap or sitemap index. Returns one summary line per page plus the full report of every page with findings. Needs an API key.

Inputs: sitemap_url (required), language, max_urls. Returns: result

audit_urlA
Read-onlyIdempotent
Inspect

Audit one URL: fetch it as 16 AI and search crawlers plus curl and a browser, check robots.txt, structured data, answer-first content, freshness, hreflang and llms.txt. Returns a Markdown report with findings and fixes. language: report language code (en, de, ja, …).

Inputs: url (required), bots, language. Returns: result

compare_urlsA
Read-onlyIdempotent
Inspect

Audit 2 or 3 URLs (yours and competitors') and compare them side by side: score, P1/P2/P3 counts, blocked crawlers, llms.txt, structured data, text without JavaScript. Needs an API key.

Inputs: urls (required), language. Returns: result

explain_findingA
Read-onlyIdempotent
Inspect

Explain a finding id (e.g. access.blocked, robots.disallowed, schema.software_no_offers) in the given language: what it means, why it matters for AI search and how to fix it.

Inputs: finding_id (required), language. Returns: result

list_watched_sitesA
Read-onlyIdempotent
Inspect

List the URLs this account monitors, with the frequency, last score and last check time. Needs an API key.

Inputs: no named parameters. Returns: result

watch_siteA
Idempotent
Inspect

Add a URL to the account's scheduled monitoring (freq: daily or weekly). The owner gets an email when a check finds a new P1 problem or the score drops by 10 or more. Needs an API key; adding the same URL again only changes the frequency.

Inputs: url (required), freq. Returns: result

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

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