AISeeWhy

Working Security A

com.aiseewhy/aiseewhyv1.0.0 Domain verified

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

Marketing & SEO

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Registry entry

Open in the registry

{
  "_meta": {
    "io.modelcontextprotocol.registry/official": {
      "status": "active",
      "isLatest": true,
      "updatedAt": "2026-11-12T14:33:11.771073Z",
      "publishedAt": "2026-11-12T14:33:11.771073Z",
      "statusChangedAt": "2026-11-12T14:33:11.771073Z"
    }
  },
  "server": {
    "name": "com.aiseewhy/aiseewhy",
    "title": "AISeeWhy",
    "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
    "remotes": [
      {
        "url": "https://api.aiseewhy.com/mcp",
        "type": "streamable-http",
        "headers": [
          {
            "name": "x-api-key",
            "isSecret": true,
            "description": "AISeeWhy API key (free account at https://aiseewhy.com/account/). Without it you get the free tier: the score and the first finding."
          }
        ]
      }
    ],
    "version": "1.0.0",
    "websiteUrl": "https://aiseewhy.com/docs/#mcp",
    "description": "Can ChatGPT, Claude and Perplexity crawlers read your page? Audit, fixes, compare, monitoring."
  }
}

Maintain this server? Claim it

Try it

Call this server's tools from your browser. Nothing to install.

https://api.aiseewhy.com/mcp

x-api-key (optional)

AISeeWhy API key (free account at https://aiseewhy.com/account/). Without it you get the free tier: the score and the first finding.

Requests go through mcptry because browsers can't call most MCP servers directly. Header values are sent to the server for that request only and are never stored or logged.

Tool list from our last check. Connect live to refresh it.

audit_sitemap

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.

sitemap_urlstring, required

languagestring

max_urlsinteger

This tool isn't marked read-only, so it may change something on the server or in an account you connected.

I understand, run it anyway

Install

Pick your client. Values in capitals, like YOUR_TOKEN, are yours to fill in.

One click: Add to Cursor Add to VS Code Add to LM Studio Add to Goose

Run in a terminal

claude mcp add --transport http aiseewhy https://api.aiseewhy.com/mcp

Headers

x-api-key (optional, not in the config above): AISeeWhy API key (free account at https://aiseewhy.com/account/). Without it you get the free tier: the score and the first finding.

Try it

Call this server's tools from your browser. Nothing to install.

https://api.aiseewhy.com/mcp

x-api-key (optional)

AISeeWhy API key (free account at https://aiseewhy.com/account/). Without it you get the free tier: the score and the first finding.

Requests go through mcptry because browsers can't call most MCP servers directly. Header values are sent to the server for that request only and are never stored or logged.

Tool list from our last check. Connect live to refresh it.

audit_sitemap

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.

sitemap_urlstring, required

languagestring

max_urlsinteger

This tool isn't marked read-only, so it may change something on the server or in an account you connected.

I understand, run it anyway

Install

Pick your client. Values in capitals, like YOUR_TOKEN, are yours to fill in.

One click: Add to Cursor Add to VS Code Add to LM Studio Add to Goose

Run in a terminal

claude mcp add --transport http aiseewhy https://api.aiseewhy.com/mcp

Headers

x-api-key (optional, not in the config above): AISeeWhy API key (free account at https://aiseewhy.com/account/). Without it you get the free tier: the score and the first finding.

Tools (6)

audit_sitemap

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.

Argument	Type	Description
language	any
max_urls	integer
sitemap_url*	string

Input schema (JSON)

{
  "type": "object",
  "title": "audit_sitemapArguments",
  "required": [
    "sitemap_url"
  ],
  "properties": {
    "language": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Language",
      "default": null
    },
    "max_urls": {
      "type": "integer",
      "title": "Max Urls",
      "default": 10
    },
    "sitemap_url": {
      "type": "string",
      "title": "Sitemap Url"
    }
  }
}

audit_url

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, …).

Argument	Type	Description
url*	string
bots	any
language	any

Input schema (JSON)

{
  "type": "object",
  "title": "audit_urlArguments",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "title": "Url"
    },
    "bots": {
      "anyOf": [
        {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        {
          "type": "null"
        }
      ],
      "title": "Bots",
      "default": null
    },
    "language": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Language",
      "default": null
    }
  }
}

compare_urls

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.

Argument	Type	Description
urls*	array
language	any

Input schema (JSON)

{
  "type": "object",
  "title": "compare_urlsArguments",
  "required": [
    "urls"
  ],
  "properties": {
    "urls": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "title": "Urls"
    },
    "language": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Language",
      "default": null
    }
  }
}

explain_finding

Explain a finding id (e.g. access.blocked, robots.disallowed, schema.software_no_offers) in the given language.

Argument	Type	Description
language	any
finding_id*	string

Input schema (JSON)

{
  "type": "object",
  "title": "explain_findingArguments",
  "required": [
    "finding_id"
  ],
  "properties": {
    "language": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Language",
      "default": null
    },
    "finding_id": {
      "type": "string",
      "title": "Finding Id"
    }
  }
}

list_watched_sites

List the URLs this account monitors, with the last score.

No arguments.

Input schema (JSON)

{
  "type": "object",
  "title": "list_watched_sitesArguments",
  "properties": {}
}

watch_site

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.

Argument	Type	Description
url*	string
freq	string

Input schema (JSON)

{
  "type": "object",
  "title": "watch_siteArguments",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "title": "Url"
    },
    "freq": {
      "type": "string",
      "title": "Freq",
      "default": "weekly"
    }
  }
}

Try it

audit_sitemap

Install

Try it

audit_sitemap

Install

Tools (6)

Security checkA100/100