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Website Auditor MCP

Website Auditor MCP

by SpikeyCoder
OverviewSchemaSourceRelated ServersDiscussionsAdmin
TypeScript
Remote

Monitoring status summary

get_monitoring_status
Read-only

Get a glanceable summary of monitoring status across all tracked websites, including each domain's latest AI-visibility score, last check date, next scheduled run, and most recent change.

Instructions

Get a glanceable summary of monitoring status across all tracked websites. Use this when someone asks "how are my tracked sites doing," "what's my current AI visibility across everything I monitor," "when were my sites last checked or when do they run next," or wants a dashboard of their monitored domains. Returns, per domain, the latest AI-visibility score of its series (the measured weekly re-audits and any audit that asked the same question as the newest recorded one, while it has no gap longer than four weeks and a day from the newest weekly re-audit that recorded its question, through each later snapshot of the series (weekly re-audits included, recorded or not), to the newest measured snapshot; otherwise every measured snapshot; a newer measured snapshot outside the series is not shown, and get_changes names it), the date of its last scheduled run and when the next one runs, and the most recent change against the last snapshot that asked the same question, or a note or the summary saying why there is none — when different engines answered the two snapshots, the change shows the per-engine changes only, with a note naming which answered each, and its score_delta is null; like get_changes, a change carries competitor_changes, new_issues and resolved_issues, always empty. Requires a Website Auditor subscription ($49/month; eligible new customers get a 7-day free trial — payment method required, no charge until the trial ends) — if the user doesn't have one, call get_sample_audit first to show them the exact output format, free and with no API key.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "get_monitoring_status"
  }
}

Input Schema

NameRequiredDescriptionDefault

No arguments

Output Schema

NameRequiredDescriptionDefault
usedYes
limitYes
sitesYes
summaryYes
dashboardNo
remainingYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changedv1.0.29
    • addedOutput schema / properties / dashboard
      Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "note": {
+      "description": "One line naming what the page shows; the same text is in summary where a reply has one.",
+      "type": "string"
+    },
+    "url": {
+      "description": "The member's own dashboard page.",
+      "type": "string"
+    }
+  },
+  "required": [
+    "url",
+    "note"
+  ],
+  "type": "object"
+}
  2. Changed2 schema fields changedv1.0.25
    • changedOutput schema / properties / sites / items / properties / change / anyOf
      Previous value: -[
-  {
-    "additionalProperties": true,
-    "properties": {
-      "competitor_changes": {
-        "description": "Always empty: AI-visibility snapshots record no competitors. Kept for clients that read it.",
-        "items": {},
-        "type": "array"
-      },
-      "engine_changes": {
-        "items": {
-          "additionalProperties": true,
-          "properties": {
-            "delta": {
-              "type": "number"
-            },
-            "engine": {
-              "type": "string"
-            },
-            "from": {
-              "type": "number"
-            },
-            "to": {
-              "type": "number"
-            }
-          },
-          "required": [
-            "engine",
-            "from",
-            "to",
-            "delta"
-          ],
-          "type": "object"
-        },
-        "type": "array"
-      },
-      "from_captured_at": {
-        "description": "When the earlier snapshot compared was captured.",
-        "type": "string"
-      },
-      "new_issues": {
-        "description": "Always empty: AI-visibility snapshots record no audit issues. Kept for clients that read it.",
-        "items": {},
-        "type": "array"
-      },
-      "resolved_issues": {
-        "description": "Always empty: AI-visibility snapshots record no audit issues. Kept for clients that read it.",
-        "items": {},
-        "type": "array"
-      },
-      "score_delta": {
-        "type": "number"
-      },
-      "skipped_snapshots": {
-        "description": "Snapshots passed over because they asked a different question (another business name, market or queries) or do not record what they asked.",
-        "type": "number"
-      },
-      "to_captured_at": {
-        "description": "When the later one was.",
-        "type": "string"
-      }
-    },
-    "required": [
-      "score_delta",
-      "engine_changes",
-      "competitor_changes",
-      "new_issues",
-      "resolved_issues"
-    ],
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": true,
+    "properties": {
+      "competitor_changes": {
+        "description": "Always empty: AI-visibility snapshots record no competitors. Kept for clients that read it.",
+        "items": {},
+        "type": "array"
+      },
+      "engine_changes": {
+        "items": {
+          "additionalProperties": true,
+          "properties": {
+            "delta": {
+              "type": "number"
+            },
+            "engine": {
+              "type": "string"
+            },
+            "from": {
+              "type": "number"
+            },
+            "to": {
+              "type": "number"
+            }
+          },
+          "required": [
+            "engine",
+            "from",
+            "to",
+            "delta"
+          ],
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "from_captured_at": {
+        "description": "When the earlier snapshot compared was captured.",
+        "type": "string"
+      },
+      "new_issues": {
+        "description": "Always empty: AI-visibility snapshots record no audit issues. Kept for clients that read it.",
+        "items": {},
+        "type": "array"
+      },
+      "overall_note": {
+        "description": "Present exactly when score_delta is null: which engines answered each snapshot. Relay it.",
+        "type": "string"
+      },
+      "resolved_issues": {
+        "description": "Always empty: AI-visibility snapshots record no audit issues. Kept for clients that read it.",
+        "items": {},
+        "type": "array"
+      },
+      "score_delta": {
+        "description": "The overall move, or null when the two snapshots were answered by different engines: the overall is computed over the engines that answered, so an overall over a different set of engines is a different quantity and is not subtracted. `overall_note` says which engines answered each; engine_changes still compares every engine that answered both.",
+        "type": [
+          "number",
+          "null"
+        ]
+      },
+      "skipped_snapshots": {
+        "description": "Snapshots passed over because they asked a different question (another business name, market or queries) or do not record what they asked.",
+        "type": "number"
+      },
+      "to_captured_at": {
+        "description": "When the later one was.",
+        "type": "string"
+      }
+    },
+    "required": [
+      "score_delta",
+      "engine_changes",
+      "competitor_changes",
+      "new_issues",
+      "resolved_issues"
+    ],
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedOutput schema / properties / sites / items / properties / note / description
      Previous value: -"Present when there is no like-for-like change because of a re-baseline or snapshots that do not record what they asked, or when snapshots were passed over: why, in words. Relay it."New value: +"Present when there is no like-for-like change because of a re-baseline or snapshots that do not record what they asked, when snapshots were passed over, or when the change shown has no overall because different engines answered the two snapshots: why, in words. Relay it."
  3. Changed4 schema fields changedv1.0.24
    • changedOutput schema / properties / sites / items / properties / change / anyOf
      Previous value: -[
-  {
-    "additionalProperties": true,
-    "properties": {
-      "competitor_changes": {
-        "items": {},
-        "type": "array"
-      },
-      "engine_changes": {
-        "items": {
-          "additionalProperties": true,
-          "properties": {
-            "delta": {
-              "type": "number"
-            },
-            "engine": {
-              "type": "string"
-            },
-            "from": {
-              "type": "number"
-            },
-            "to": {
-              "type": "number"
-            }
-          },
-          "required": [
-            "engine",
-            "from",
-            "to",
-            "delta"
-          ],
-          "type": "object"
-        },
-        "type": "array"
-      },
-      "new_issues": {
-        "items": {},
-        "type": "array"
-      },
-      "resolved_issues": {
-        "items": {},
-        "type": "array"
-      },
-      "score_delta": {
-        "type": "number"
-      }
-    },
-    "required": [
-      "score_delta",
-      "engine_changes",
-      "competitor_changes",
-      "new_issues",
-      "resolved_issues"
-    ],
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": true,
+    "properties": {
+      "competitor_changes": {
+        "description": "Always empty: AI-visibility snapshots record no competitors. Kept for clients that read it.",
+        "items": {},
+        "type": "array"
+      },
+      "engine_changes": {
+        "items": {
+          "additionalProperties": true,
+          "properties": {
+            "delta": {
+              "type": "number"
+            },
+            "engine": {
+              "type": "string"
+            },
+            "from": {
+              "type": "number"
+            },
+            "to": {
+              "type": "number"
+            }
+          },
+          "required": [
+            "engine",
+            "from",
+            "to",
+            "delta"
+          ],
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "from_captured_at": {
+        "description": "When the earlier snapshot compared was captured.",
+        "type": "string"
+      },
+      "new_issues": {
+        "description": "Always empty: AI-visibility snapshots record no audit issues. Kept for clients that read it.",
+        "items": {},
+        "type": "array"
+      },
+      "resolved_issues": {
+        "description": "Always empty: AI-visibility snapshots record no audit issues. Kept for clients that read it.",
+        "items": {},
+        "type": "array"
+      },
+      "score_delta": {
+        "type": "number"
+      },
+      "skipped_snapshots": {
+        "description": "Snapshots passed over because they asked a different question (another business name, market or queries) or do not record what they asked.",
+        "type": "number"
+      },
+      "to_captured_at": {
+        "description": "When the later one was.",
+        "type": "string"
+      }
+    },
+    "required": [
+      "score_delta",
+      "engine_changes",
+      "competitor_changes",
+      "new_issues",
+      "resolved_issues"
+    ],
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedOutput schema / properties / sites / items / properties / change / description
      Previous value: -"Latest vs previous snapshot; null if fewer than two."New value: +"The latest change against the most recent earlier snapshot that asked the same question; null when there is none — no scored latest snapshot (the summary says why), a first snapshot, a re-baseline, or snapshots that do not record what they asked."
    • addedOutput schema / properties / sites / items / properties / last_audited_at / description
      Added value: +"The date of the last scheduled run, stamped when the scheduler claims it and before the audit runs. It does not say how that run ended: it may still be going, or may have failed, been skipped or measured nothing of the business."
    • addedOutput schema / properties / sites / items / properties / note
      Added value: +{
+  "description": "Present when there is no like-for-like change because of a re-baseline or snapshots that do not record what they asked, or when snapshots were passed over: why, in words. Relay it.",
+  "type": "string"
+}
  4. Changed1 schema field changedv1.0.23
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
+  "$schema": "http://json-schema.org/draft-07/schema#",
+  "additionalProperties": false,
+  "properties": {
+    "limit": {
+      "type": "number"
+    },
+    "remaining": {
+      "type": "number"
+    },
+    "sites": {
+      "items": {
+        "additionalProperties": true,
+        "properties": {
+          "active": {
+            "type": "boolean"
+          },
+          "cadence": {
+            "type": "string"
+          },
+          "change": {
+            "anyOf": [
+              {
+                "additionalProperties": true,
+                "properties": {
+                  "competitor_changes": {
+                    "items": {},
+                    "type": "array"
+                  },
+                  "engine_changes": {
+                    "items": {
+                      "additionalProperties": true,
+                      "properties": {
+                        "delta": {
+                          "type": "number"
+                        },
+                        "engine": {
+                          "type": "string"
+                        },
+                        "from": {
+                          "type": "number"
+                        },
+                        "to": {
+                          "type": "number"
+                        }
+                      },
+                      "required": [
+                        "engine",
+                        "from",
+                        "to",
+                        "delta"
+                      ],
+                      "type": "object"
+                    },
+                    "type": "array"
+                  },
+                  "new_issues": {
+                    "items": {},
+                    "type": "array"
+                  },
+                  "resolved_issues": {
+                    "items": {},
+                    "type": "array"
+                  },
+                  "score_delta": {
+                    "type": "number"
+                  }
+                },
+                "required": [
+                  "score_delta",
+                  "engine_changes",
+                  "competitor_changes",
+                  "new_issues",
+                  "resolved_issues"
+                ],
+                "type": "object"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "description": "Latest vs previous snapshot; null if fewer than two."
+          },
+          "domain": {
+            "type": "string"
+          },
+          "last_audited_at": {
+            "type": [
+              "string",
+              "null"
+            ]
+          },
+          "latest_score": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "next_run_at": {
+            "type": [
+              "string",
+              "null"
+            ]
+          },
+          "summary": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "domain",
+          "latest_score",
+          "change",
+          "summary"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "summary": {
+      "type": "string"
+    },
+    "used": {
+      "type": "number"
+    }
+  },
+  "required": [
+    "limit",
+    "used",
+    "remaining",
+    "sites",
+    "summary"
+  ],
+  "type": "object"
+}
  5. First observedv1.0.6

TDQS

A4.3/5.0
Behavior4/5

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

The annotations already declare a safe read-only, closed-world call, and the description adds material context beyond them: the paid Website Auditor requirement, trial/payment terms, and a concrete fallback. The deduction is for the return-semantics passage, whose nested series/gap logic is so tangled that an agent could easily misreport which snapshot is shown.

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

Conciseness2/5

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

The purpose and trigger examples are well front-loaded, but the middle passage is a single roughly hundred-word run-on with recursively nested parentheticals about series membership, gaps, and per-engine deltas. That is information the output schema already carries, and its density actively impedes comprehension.

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?

For a zero-parameter tool with a full output schema and read-only annotations, coverage is nearly complete: purpose, triggers, gating, and fallback are all present. What is missing is a plain-language statement of the return shape (per-domain score, last run, next run, latest change) unobscured by the series-selection caveat.

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

Parameters4/5

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

The tool takes no parameters, so there is no parameter meaning to add; baseline 4 applies. The description correctly implies no input is needed to call it.

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

Purpose5/5

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

The opening sentence states a specific verb and resource: a glanceable summary of monitoring status across all tracked websites. It is clearly distinct from siblings like get_changes and list_tracked_sites, and the fallback to get_sample_audit further pins down its role.

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

Usage Guidelines5/5

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

It gives concrete trigger phrasings ("how are my tracked sites doing," "when were my sites last checked or when do they run next") and explicitly names the alternative path when the user lacks a subscription. Both the when-to-use and the when-not-to-use cases are covered.

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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