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by ai.athenahq
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Check AI crawler access

check_public_ai_access
Read-only

Check HTTP responses to AI crawler user agents and robots.txt permissions for a public website. No AthenaHQ account required. Search, retrieval and training are separate. Requests originate from AthenaHQ, not verified crawler IPs. Unknown responses are inconclusive; this does not measure visibility or guarantee indexing, citations or real crawler access. Use nullable evidence and diagnostics.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "domain": "<domain>"
    },
    "name": "check_public_ai_access"
  }
}

Input Schema

NameRequiredDescriptionDefault
domainYes

Output Schema

NameRequiredDescriptionDefault
logYes
domainYes
evidenceYes
checkedAtYes
diagnosticsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed19 schema fields changed
    • changedOutput schema / properties / checkedAt / pattern
      Previous value: -"^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z))$"New value: +"^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d:[0-5]\\d(?:\\.\\d+)?(?:Z))$"
    • removedOutput schema / properties / diagnostics / properties / robotsCheck / properties / errorCode / anyOf
      Removed value: -[
-  {
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / properties / diagnostics / properties / robotsCheck / properties / errorCode / type
      Added value: +[
+  "string",
+  "null"
+]
    • removedOutput schema / properties / diagnostics / properties / robotsCheck / properties / errorMessage / anyOf
      Removed value: -[
-  {
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / properties / diagnostics / properties / robotsCheck / properties / errorMessage / type
      Added value: +[
+  "string",
+  "null"
+]
    • removedOutput schema / properties / diagnostics / properties / robotsCheck / properties / finalUrl / anyOf
      Removed value: -[
-  {
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / properties / diagnostics / properties / robotsCheck / properties / finalUrl / type
      Added value: +[
+  "string",
+  "null"
+]
    • removedOutput schema / properties / diagnostics / properties / robotsCheck / properties / status / anyOf
      Removed value: -[
-  {
-    "type": "number"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / properties / diagnostics / properties / robotsCheck / properties / status / type
      Added value: +[
+  "number",
+  "null"
+]
    • removedOutput schema / properties / diagnostics / properties / userAgentChecks / additionalProperties / properties / errorCode / anyOf
      Removed value: -[
-  {
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / properties / diagnostics / properties / userAgentChecks / additionalProperties / properties / errorCode / type
      Added value: +[
+  "string",
+  "null"
+]
    • removedOutput schema / properties / diagnostics / properties / userAgentChecks / additionalProperties / properties / errorMessage / anyOf
      Removed value: -[
-  {
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / properties / diagnostics / properties / userAgentChecks / additionalProperties / properties / errorMessage / type
      Added value: +[
+  "string",
+  "null"
+]
    • removedOutput schema / properties / diagnostics / properties / userAgentChecks / additionalProperties / properties / finalUrl / anyOf
      Removed value: -[
-  {
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / properties / diagnostics / properties / userAgentChecks / additionalProperties / properties / finalUrl / type
      Added value: +[
+  "string",
+  "null"
+]
    • removedOutput schema / properties / diagnostics / properties / userAgentChecks / additionalProperties / properties / status / anyOf
      Removed value: -[
-  {
-    "type": "number"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / properties / diagnostics / properties / userAgentChecks / additionalProperties / properties / status / type
      Added value: +[
+  "number",
+  "null"
+]
    • changedOutput schema / properties / evidence / properties / http / anyOf
      Previous value: -[
-  {
-    "additionalProperties": false,
-    "properties": {
-      "chatgpt": {
-        "additionalProperties": false,
-        "properties": {
-          "ChatGPTUser": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "GPTBot": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "OAISearchBot": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          }
-        },
-        "required": [
-          "ChatGPTUser",
-          "OAISearchBot",
-          "GPTBot"
-        ],
-        "type": "object"
-      },
-      "claude": {
-        "additionalProperties": false,
-        "properties": {
-          "ClaudeBot": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "ClaudeSearchBot": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "ClaudeUser": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          }
-        },
-        "required": [
-          "ClaudeUser",
-          "ClaudeSearchBot",
-          "ClaudeBot"
-        ],
-        "type": "object"
-      },
-      "copilot": {
-        "additionalProperties": false,
-        "properties": {
-          "Bingbot": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          }
-        },
-        "required": [
-          "Bingbot"
-        ],
-        "type": "object"
-      },
-      "deepseek": {
-        "additionalProperties": false,
-        "properties": {
-          "DeepSeekBot": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          }
-        },
-        "required": [
-          "DeepSeekBot"
-        ],
-        "type": "object"
-      },
-      "gemini": {
-        "additionalProperties": false,
-        "properties": {
-          "GoogleExtended": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "Googlebot": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          }
-        },
-        "required": [
-          "Googlebot",
-          "GoogleExtended"
-        ],
-        "type": "object"
-      },
-      "grok": {
-        "additionalProperties": false,
-        "properties": {
-          "XAIBot": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          }
-        },
-        "required": [
-          "XAIBot"
-        ],
-        "type": "object"
-      },
-      "perplexity": {
-        "additionalProperties": false,
-        "properties": {
-          "PerplexityBot": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "PerplexityUser": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          }
-        },
-        "required": [
-          "PerplexityUser",
-          "PerplexityBot"
-        ],
-        "type": "object"
-      },
-      "rufus": {
-        "additionalProperties": false,
-        "properties": {
-          "Amazonbot": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          }
-        },
-        "required": [
-          "Amazonbot"
-        ],
-        "type": "object"
-      }
-    },
-    "required": [
-      "chatgpt",
-      "claude",
-      "perplexity",
-      "gemini",
-      "copilot",
-      "grok",
-      "deepseek",
-      "rufus"
-    ],
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "chatgpt": {
+        "additionalProperties": false,
+        "properties": {
+          "ChatGPTUser": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          },
+          "GPTBot": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          },
+          "OAISearchBot": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          }
+        },
+        "required": [
+          "ChatGPTUser",
+          "OAISearchBot",
+          "GPTBot"
+        ],
+        "type": "object"
+      },
+      "claude": {
+        "additionalProperties": false,
+        "properties": {
+          "ClaudeBot": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          },
+          "ClaudeSearchBot": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          },
+          "ClaudeUser": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          }
+        },
+        "required": [
+          "ClaudeUser",
+          "ClaudeSearchBot",
+          "ClaudeBot"
+        ],
+        "type": "object"
+      },
+      "copilot": {
+        "additionalProperties": false,
+        "properties": {
+          "Bingbot": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          }
+        },
+        "required": [
+          "Bingbot"
+        ],
+        "type": "object"
+      },
+      "deepseek": {
+        "additionalProperties": false,
+        "properties": {
+          "DeepSeekBot": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          }
+        },
+        "required": [
+          "DeepSeekBot"
+        ],
+        "type": "object"
+      },
+      "gemini": {
+        "additionalProperties": false,
+        "properties": {
+          "GoogleExtended": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          },
+          "Googlebot": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          }
+        },
+        "required": [
+          "Googlebot",
+          "GoogleExtended"
+        ],
+        "type": "object"
+      },
+      "grok": {
+        "additionalProperties": false,
+        "properties": {
+          "XAIBot": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          }
+        },
+        "required": [
+          "XAIBot"
+        ],
+        "type": "object"
+      },
+      "perplexity": {
+        "additionalProperties": false,
+        "properties": {
+          "PerplexityBot": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          },
+          "PerplexityUser": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          }
+        },
+        "required": [
+          "PerplexityUser",
+          "PerplexityBot"
+        ],
+        "type": "object"
+      },
+      "rufus": {
+        "additionalProperties": false,
+        "properties": {
+          "Amazonbot": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          }
+        },
+        "required": [
+          "Amazonbot"
+        ],
+        "type": "object"
+      }
+    },
+    "required": [
+      "chatgpt",
+      "claude",
+      "perplexity",
+      "gemini",
+      "copilot",
+      "grok",
+      "deepseek",
+      "rufus"
+    ],
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedOutput schema / properties / evidence / properties / robots / anyOf
      Previous value: -[
-  {
-    "additionalProperties": false,
-    "properties": {
-      "chatgpt": {
-        "additionalProperties": false,
-        "properties": {
-          "ChatGPTUser": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "GPTBot": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "OAISearchBot": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          }
-        },
-        "required": [
-          "ChatGPTUser",
-          "OAISearchBot",
-          "GPTBot"
-        ],
-        "type": "object"
-      },
-      "claude": {
-        "additionalProperties": false,
-        "properties": {
-          "ClaudeBot": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "ClaudeSearchBot": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "ClaudeUser": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          }
-        },
-        "required": [
-          "ClaudeUser",
-          "ClaudeSearchBot",
-          "ClaudeBot"
-        ],
-        "type": "object"
-      },
-      "copilot": {
-        "additionalProperties": false,
-        "properties": {
-          "Bingbot": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          }
-        },
-        "required": [
-          "Bingbot"
-        ],
-        "type": "object"
-      },
-      "deepseek": {
-        "additionalProperties": false,
-        "properties": {
-          "DeepSeekBot": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          }
-        },
-        "required": [
-          "DeepSeekBot"
-        ],
-        "type": "object"
-      },
-      "gemini": {
-        "additionalProperties": false,
-        "properties": {
-          "GoogleExtended": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "Googlebot": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          }
-        },
-        "required": [
-          "Googlebot",
-          "GoogleExtended"
-        ],
-        "type": "object"
-      },
-      "grok": {
-        "additionalProperties": false,
-        "properties": {
-          "XAIBot": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          }
-        },
-        "required": [
-          "XAIBot"
-        ],
-        "type": "object"
-      },
-      "perplexity": {
-        "additionalProperties": false,
-        "properties": {
-          "PerplexityBot": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "PerplexityUser": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          }
-        },
-        "required": [
-          "PerplexityUser",
-          "PerplexityBot"
-        ],
-        "type": "object"
-      },
-      "rufus": {
-        "additionalProperties": false,
-        "properties": {
-          "Amazonbot": {
-            "anyOf": [
-              {
-                "type": "boolean"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          }
-        },
-        "required": [
-          "Amazonbot"
-        ],
-        "type": "object"
-      }
-    },
-    "required": [
-      "chatgpt",
-      "claude",
-      "perplexity",
-      "gemini",
-      "copilot",
-      "grok",
-      "deepseek",
-      "rufus"
-    ],
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "chatgpt": {
+        "additionalProperties": false,
+        "properties": {
+          "ChatGPTUser": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          },
+          "GPTBot": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          },
+          "OAISearchBot": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          }
+        },
+        "required": [
+          "ChatGPTUser",
+          "OAISearchBot",
+          "GPTBot"
+        ],
+        "type": "object"
+      },
+      "claude": {
+        "additionalProperties": false,
+        "properties": {
+          "ClaudeBot": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          },
+          "ClaudeSearchBot": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          },
+          "ClaudeUser": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          }
+        },
+        "required": [
+          "ClaudeUser",
+          "ClaudeSearchBot",
+          "ClaudeBot"
+        ],
+        "type": "object"
+      },
+      "copilot": {
+        "additionalProperties": false,
+        "properties": {
+          "Bingbot": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          }
+        },
+        "required": [
+          "Bingbot"
+        ],
+        "type": "object"
+      },
+      "deepseek": {
+        "additionalProperties": false,
+        "properties": {
+          "DeepSeekBot": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          }
+        },
+        "required": [
+          "DeepSeekBot"
+        ],
+        "type": "object"
+      },
+      "gemini": {
+        "additionalProperties": false,
+        "properties": {
+          "GoogleExtended": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          },
+          "Googlebot": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          }
+        },
+        "required": [
+          "Googlebot",
+          "GoogleExtended"
+        ],
+        "type": "object"
+      },
+      "grok": {
+        "additionalProperties": false,
+        "properties": {
+          "XAIBot": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          }
+        },
+        "required": [
+          "XAIBot"
+        ],
+        "type": "object"
+      },
+      "perplexity": {
+        "additionalProperties": false,
+        "properties": {
+          "PerplexityBot": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          },
+          "PerplexityUser": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          }
+        },
+        "required": [
+          "PerplexityUser",
+          "PerplexityBot"
+        ],
+        "type": "object"
+      },
+      "rufus": {
+        "additionalProperties": false,
+        "properties": {
+          "Amazonbot": {
+            "type": [
+              "boolean",
+              "null"
+            ]
+          }
+        },
+        "required": [
+          "Amazonbot"
+        ],
+        "type": "object"
+      }
+    },
+    "required": [
+      "chatgpt",
+      "claude",
+      "perplexity",
+      "gemini",
+      "copilot",
+      "grok",
+      "deepseek",
+      "rufus"
+    ],
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
  2. First observed

TDQS

A3.8/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Beyond the annotations (which only cover read-only/open-world safety), the description discloses critical behavioral caveats: requests come from AthenaHQ rather than verified crawler IPs, unknown responses are inconclusive, and results do not measure visibility or guarantee indexing, citations, or real crawler access. These materially change how an agent should interpret and report results.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The purpose is front-loaded, but the body is a dense run of telegraphic fragments ('Search, retrieval and training are separate', 'Use nullable evidence and diagnostics') where the final sentence is cryptic and its instruction unclear. Some compression costs clarity.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return structure need not be explained, and the behavioral caveats are well covered. The main remaining gap is the missing domain-format guidance for the sole required input.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 0% for the single 'domain' parameter, so the schema supplies no semantics. The description only implies 'a public website' without clarifying whether the value is a bare domain, a URL, or includes a scheme, so it partially but not fully compensates.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb and resource: checking HTTP responses to AI crawler user agents plus robots.txt permissions for a public website. This is clearly distinct from analytics-style siblings, though it never names the closely related 'open_ai_access' sibling, leaving the agent to infer the split.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

'No AthenaHQ account required' establishes a prerequisite context, but there is no explicit when-to-use versus when-not, and no routing to or from the sibling 'open_ai_access'. Usage must be inferred from the purpose statement.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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