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Read-onlyIdempotent

The customer's growth scoreboard for a window ending now: per-channel sections that are either {available: true, data} or {available: false, reason}. Zero and unknown are different. since is epoch milliseconds, clamped to the last 31 days; default 24 hours. In hosts that support MCP Apps, the user also sees this result in the Revnu app.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sinceNoStart of the reporting window as Unix epoch milliseconds. Omit for 24 hours; clamped to 1 hour through 31 days ago.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changed
    • addedInput schema / properties / since / description
      Added value: +"Start of the reporting window as Unix epoch milliseconds. Omit for 24 hours; clamped to 1 hour through 31 days ago."
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
+  "$schema": "http://json-schema.org/draft-07/schema#",
+  "additionalProperties": true,
+  "properties": {
+    "results": {
+      "additionalProperties": true,
+      "properties": {
+        "ads": {
+          "anyOf": [
+            {
+              "additionalProperties": false,
+              "properties": {
+                "available": {
+                  "const": true,
+                  "type": "boolean"
+                },
+                "caveats": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                },
+                "data": {
+                  "additionalProperties": true,
+                  "properties": {},
+                  "type": "object"
+                }
+              },
+              "required": [
+                "available",
+                "data"
+              ],
+              "type": "object"
+            },
+            {
+              "additionalProperties": false,
+              "properties": {
+                "available": {
+                  "const": false,
+                  "type": "boolean"
+                },
+                "reason": {
+                  "type": "string"
+                }
+              },
+              "required": [
+                "available",
+                "reason"
+              ],
+              "type": "object"
+            }
+          ],
+          "description": "Unavailable is unknown, not zero. Read reason before interpreting the metric."
+        },
+        "aeo": {
+          "anyOf": [
+            {
+              "additionalProperties": false,
+              "properties": {
+                "available": {
+                  "const": true,
+                  "type": "boolean"
+                },
+                "caveats": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                },
+                "data": {
+                  "additionalProperties": true,
+                  "properties": {},
+                  "type": "object"
+                }
+              },
+              "required": [
+                "available",
+                "data"
+              ],
+              "type": "object"
+            },
+            {
+              "additionalProperties": false,
+              "properties": {
+                "available": {
+                  "const": false,
+                  "type": "boolean"
+                },
+                "reason": {
+                  "type": "string"
+                }
+              },
+              "required": [
+                "available",
+                "reason"
+              ],
+              "type": "object"
+            }
+          ],
+          "description": "Unavailable is unknown, not zero. Read reason before interpreting the metric."
+        },
+        "baseline": {
+          "additionalProperties": false,
+          "description": "Equal-length comparison window immediately before it.",
+          "properties": {
+            "from": {
+              "description": "Unix epoch milliseconds.",
+              "type": "number"
+            },
+            "to": {
+              "description": "Unix epoch milliseconds.",
+              "type": "number"
+            }
+          },
+          "required": [
+            "from",
+            "to"
+          ],
+          "type": "object"
+        },
+        "email": {
+          "anyOf": [
+            {
+              "additionalProperties": false,
+              "properties": {
+                "available": {
+                  "const": true,
+                  "type": "boolean"
+                },
+                "caveats": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                },
+                "data": {
+                  "additionalProperties": true,
+                  "properties": {},
+                  "type": "object"
+                }
+              },
+              "required": [
+                "available",
+                "data"
+              ],
+              "type": "object"
+            },
+            {
+              "additionalProperties": false,
+              "properties": {
+                "available": {
+                  "const": false,
+                  "type": "boolean"
+                },
+                "reason": {
+                  "type": "string"
+                }
+              },
+              "required": [
+                "available",
+                "reason"
+              ],
+              "type": "object"
+            }
+          ],
+          "description": "Unavailable is unknown, not zero. Read reason before interpreting the metric."
+        },
+        "harness": {
+          "anyOf": [
+            {
+              "additionalProperties": false,
+              "properties": {
+                "available": {
+                  "const": true,
+                  "type": "boolean"
+                },
+                "caveats": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                },
+                "data": {
+                  "additionalProperties": true,
+                  "properties": {},
+                  "type": "object"
+                }
+              },
+              "required": [
+                "available",
+                "data"
+              ],
+              "type": "object"
+            },
+            {
+              "additionalProperties": false,
+              "properties": {
+                "available": {
+                  "const": false,
+                  "type": "boolean"
+                },
+                "reason": {
+                  "type": "string"
+                }
+              },
+              "required": [
+                "available",
+                "reason"
+              ],
+              "type": "object"
+            }
+          ],
+          "description": "Unavailable is unknown, not zero. Read reason before interpreting the metric."
+        },
+        "linkedin": {
+          "anyOf": [
+            {
+              "additionalProperties": false,
+              "properties": {
+                "available": {
+                  "const": true,
+                  "type": "boolean"
+                },
+                "caveats": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                },
+                "data": {
+                  "additionalProperties": true,
+                  "properties": {},
+                  "type": "object"
+                }
+              },
+              "required": [
+                "available",
+                "data"
+              ],
+              "type": "object"
+            },
+            {
+              "additionalProperties": false,
+              "properties": {
+                "available": {
+                  "const": false,
+                  "type": "boolean"
+                },
+                "reason": {
+                  "type": "string"
+                }
+              },
+              "required": [
+                "available",
+                "reason"
+              ],
+              "type": "object"
+            }
+          ],
+          "description": "Unavailable is unknown, not zero. Read reason before interpreting the metric."
+        },
+        "outbound": {
+          "anyOf": [
+            {
+              "additionalProperties": false,
+              "properties": {
+                "available": {
+                  "const": true,
+                  "type": "boolean"
+                },
+                "caveats": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                },
+                "data": {
+                  "additionalProperties": true,
+                  "properties": {},
+                  "type": "object"
+                }
+              },
+              "required": [
+                "available",
+                "data"
+              ],
+              "type": "object"
+            },
+            {
+              "additionalProperties": false,
+              "properties": {
+                "available": {
+                  "const": false,
+                  "type": "boolean"
+                },
+                "reason": {
+                  "type": "string"
+                }
+              },
+              "required": [
+                "available",
+                "reason"
+              ],
+              "type": "object"
+            }
+          ],
+          "description": "Unavailable is unknown, not zero. Read reason before interpreting the metric."
+        },
+        "reason": {
+          "type": "string"
+        },
+        "seo": {
+          "anyOf": [
+            {
+              "additionalProperties": false,
+              "properties": {
+                "available": {
+                  "const": true,
+                  "type": "boolean"
+                },
+                "caveats": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                },
+                "data": {
+                  "additionalProperties": true,
+                  "properties": {},
+                  "type": "object"
+                }
+              },
+              "required": [
+                "available",
+                "data"
+              ],
+              "type": "object"
+            },
+            {
+              "additionalProperties": false,
+              "properties": {
+                "available": {
+                  "const": false,
+                  "type": "boolean"
+                },
+                "reason": {
+                  "type": "string"
+                }
+              },
+              "required": [
+                "available",
+                "reason"
+              ],
+              "type": "object"
+            }
+          ],
+          "description": "Unavailable is unknown, not zero. Read reason before interpreting the metric."
+        },
+        "skip": {
+          "description": "True when this account is excluded from reporting.",
+          "type": "boolean"
+        },
+        "social": {
+          "anyOf": [
+            {
+              "additionalProperties": false,
+              "properties": {
+                "available": {
+                  "const": true,
+                  "type": "boolean"
+                },
+                "caveats": {
+                  "items": {
+                    "type": "string"
+                  },
+                  "type": "array"
+                },
+                "data": {
+                  "additionalProperties": true,
+                  "properties": {},
+                  "type": "object"
+                }
+              },
+              "required": [
+                "available",
+                "data"
+              ],
+              "type": "object"
+            },
+            {
+              "additionalProperties": false,
+              "properties": {
+                "available": {
+                  "const": false,
+                  "type": "boolean"
+                },
+                "reason": {
+                  "type": "string"
+                }
+              },
+              "required": [
+                "available",
+                "reason"
+              ],
+              "type": "object"
+            }
+          ],
+          "description": "Unavailable is unknown, not zero. Read reason before interpreting the metric."
+        },
+        "window": {
+          "additionalProperties": false,
+          "description": "Actual reporting window after clamping.",
+          "properties": {
+            "from": {
+              "description": "Unix epoch milliseconds.",
+              "type": "number"
+            },
+            "to": {
+              "description": "Unix epoch milliseconds.",
+              "type": "number"
+            }
+          },
+          "required": [
+            "from",
+            "to"
+          ],
+          "type": "object"
+        }
+      },
+      "type": "object"
+    }
+  },
+  "required": [
+    "results"
+  ],
+  "type": "object"
+}
  2. First observed

TDQS

A3.7/5.0
Behavior4/5

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

Annotations already declare readOnly/idempotent/non-destructive, and the description adds real behavior beyond that: window clamping, the 24h default, the zero-vs-unknown distinction, and per-channel degradation via {available: false, reason}. It stops short of covering freshness/latency or what triggers unavailable channels.

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

Conciseness4/5

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

Four compact clauses, front-loaded with the result contract, then parameter semantics, then the MCP Apps note. Dense but each clause carries information; the zero-vs-unknown sentence and the app note are short and non-redundant.

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 the return-value detail is bonus rather than obligation, and combined with the annotation set the agent has enough to call it correctly. Only the absence of any guidance on unavailable-channel reasons or freshness leaves a small gap.

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 description coverage is 100%, and the schema for `since` is actually more precise than the description (it states the 1-hour-to-31-day range, the description only mentions the 31-day ceiling). With the schema doing the heavy lifting, the baseline of 3 is correct.

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 resource — 'the customer's growth scoreboard for a window ending now' — with the shape of what comes back (per-channel sections). No sibling tool (review_get, leads_list, workflow_runs) covers a growth scoreboard, so it is distinguishable, but the phrasing is noun-heavy and never states the verb or explicit scope boundaries.

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?

Usage is implied by the 'growth scoreboard' framing and the default-window note, but there is no explicit when-to-use, when-not-to-use, or pointer to an alternative (e.g. a per-channel or historical variant). An agent can infer intent but gets no routing guidance.

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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