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AISeeWhy

R0· no sign-in

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

v1.1.1 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality94new
Trust98of 100
Uptime, 30 days83%
Latency p50605 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "aiseewhy": {
      "type": "http",
      "url": "https://api.aiseewhy.com/mcp",
      "headers": {
        "x-api-key": "${X_API_KEY}"
      }
    }
  }
}
claude mcp add --transport http aiseewhy https://api.aiseewhy.com/mcp --header "x-api-key: ${X_API_KEY}"
[mcp_servers.aiseewhy]
url = "https://api.aiseewhy.com/mcp"
env_http_headers = { "x-api-key" = "X_API_KEY" }
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "aiseewhy": {
      "type": "remote",
      "url": "https://api.aiseewhy.com/mcp",
      "enabled": true,
      "headers": {
        "x-api-key": "{env:X_API_KEY}"
      }
    }
  }
}
{
  "mcpServers": {
    "aiseewhy": {
      "type": "http",
      "url": "https://api.aiseewhy.com/mcp",
      "headers": {
        "x-api-key": "${X_API_KEY}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=aiseewhy&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYXBpLmFpc2Vld2h5LmNvbS9tY3AiLCJoZWFkZXJzIjp7IngtYXBpLWtleSI6IiR7WF9BUElfS0VZfSJ9fQ%3D%3D"
}
{
  "servers": {
    "aiseewhy": {
      "type": "http",
      "url": "https://api.aiseewhy.com/mcp",
      "headers": {
        "x-api-key": "${X_API_KEY}"
      }
    }
  }
}
{
  "mcpServers": {
    "aiseewhy": {
      "httpUrl": "https://api.aiseewhy.com/mcp",
      "headers": {
        "x-api-key": "${X_API_KEY}"
      }
    }
  }
}
extensions:
  "aiseewhy":
    enabled: true
    name: "aiseewhy"
    type: streamable_http
    uri: "https://api.aiseewhy.com/mcp"
    headers:
      "x-api-key": "${X_API_KEY}"
    timeout: 300

Placeholders to fill from your own secret store: ${X_API_KEY}. The registry never accepts secret values.

Quality 94 / 100new

protocol88 · weight 25
  • pass
    protocol.modernsupports 2026-07-28 (server/discover)
  • pass
    protocol.statelessanswers without a session
  • pass
    protocol.transportstreamable HTTP
  • warn
    protocol.list_ttltools/list declares ttlMs 0, so clients re-fetch it on every use
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations6 of 6 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 1,177 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
  • pass
    tools.hidden_textno hidden text in tool names, descriptions, schemas or annotations
stabilityn/a · weight 15
  • n/a
    stability.changes, stability.rug_pull, stability.new_linkstool history recorded for 1 of the 7 days needed
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

6 tools, about 1,177 tokens to load them all · tool set 1577440c29d1 · checked 2026-11-14 07:03 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 98 / 100

provenance100
liveness93
freshness100
hygiene100

+repository +namespace-matches-repo +dns-namespace +website +reachable +uptime-83% +updated-2d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://api.aiseewhy.com/mcp streamable-httpnoneyes83%605 ms2026-07-282026-11-14

Tools (6)

audit_sitemapread-onlyAudit 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.
audit_urlread-onlyAudit 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, …).
compare_urlsread-onlyAudit 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.
explain_findingread-onlyExplain 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.
list_watched_sitesread-onlyList the URLs this account monitors, with the frequency, last score and last check time. Needs an API key.
watch_siteAdd 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.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "com.aiseewhy/aiseewhy",
  "icons": [
    {
      "src": "https://aiseewhy.com/favicon.svg",
      "sizes": [
        "any"
      ],
      "mimeType": "image/svg+xml"
    },
    {
      "src": "https://aiseewhy.com/icons/icon-512.png",
      "sizes": [
        "512x512"
      ],
      "mimeType": "image/png"
    }
  ],
  "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": "1.1.1",
  "repository": {
    "url": "https://github.com/aiseewhy/check-action",
    "source": "github",
    "subfolder": "mcp"
  },
  "websiteUrl": "https://aiseewhy.com/docs/#mcp",
  "description": "Can ChatGPT, Claude and Perplexity crawlers read your page? Audit, fixes, compare, monitoring."
}