Vibenate

resolve_task

Read-onlyIdempotent

Start here for a concrete task. Returns one recommended service operation with its provider request (or the reason none fits), what access it needs, and the next step; call the provider yourself. Abstains or asks for clarification when needed. Public access.

Input Schema

Name	Required	Description	Default
`mode`	No		discovery
`sort`	No		relevance
`limit`	No
`query`	Yes
`cursor`	No
`setup_code`	No
`constraints`	No
`caller_profile`	No
`reference_time`	No	Fixes now for relative dates such as "last seven complete UTC days"; defaults to the request time and is echoed in the interpretation.

Schema Changelog

Changes observed during successful MCP inspections.

Changed3 schema fields changedOct 14, 2026

addedInput schema / properties / caller_profile / properties / provider_access / items / properties / entitlement

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "available": {
+      "$ref": "#/properties/caller_profile/properties/provider_access/items/properties/runtime/properties/available"
+    },
+    "checked_at": {
+      "$ref": "#/properties/caller_profile/properties/provider_access/items/properties/runtime/properties/checked_at"
+    },
+    "detail": {
+      "maxLength": 300,
+      "type": "string"
+    },
+    "evidence_ref": {
+      "$ref": "#/properties/caller_profile/properties/provider_access/items/properties/runtime/properties/evidence_ref"
+    },
+    "expires_at": {
+      "$ref": "#/properties/caller_profile/properties/provider_access/items/properties/runtime/properties/expires_at"
+    },
+    "status": {
+      "$ref": "#/properties/caller_profile/properties/provider_access/items/properties/runtime/properties/status"
+    }
+  },
+  "required": [
+    "status"
+  ],
+  "type": "object"
+}

addedInput schema / properties / caller_profile / properties / provider_access / items / properties / network

Added value: +{
+  "$ref": "#/properties/caller_profile/properties/provider_access/items/properties/runtime"
+}

addedInput schema / properties / reference_time

Added value: +{
+  "description": "Fixes now for relative dates such as \"last seven complete UTC days\"; defaults to the request time and is echoed in the interpretation.",
+  "format": "date-time",
+  "type": "string"
+}

Changed3 schema fields changedOct 13, 2026

removedInput schema / properties / caller_profile / description

Removed value: -"Basic caller capabilities. Use the full catalogue for scoped provider-access proofs and resume checks."

addedInput schema / properties / caller_profile / properties / provider_access

Added value: +{
+  "default": [],
+  "items": {
+    "additionalProperties": false,
+    "properties": {
+      "account_id": {
+        "maxLength": 150,
+        "minLength": 1,
+        "type": "string"
+      },
+      "billing": {
+        "additionalProperties": false,
+        "properties": {
+          "available": {
+            "$ref": "#/properties/caller_profile/properties/provider_access/items/properties/runtime/properties/available"
+          },
+          "checked_at": {
+            "$ref": "#/properties/caller_profile/properties/provider_access/items/properties/runtime/properties/checked_at"
+          },
+          "evidence_ref": {
+            "$ref": "#/properties/caller_profile/properties/provider_access/items/properties/runtime/properties/evidence_ref"
+          },
+          "expires_at": {
+            "$ref": "#/properties/caller_profile/properties/provider_access/items/properties/runtime/properties/expires_at"
+          },
+          "status": {
+            "$ref": "#/properties/caller_profile/properties/provider_access/items/properties/runtime/properties/status"
+          },
+          "usage_included": {
+            "type": "boolean"
+          }
+        },
+        "required": [
+          "status"
+        ],
+        "type": "object"
+      },
+      "configuration": {
+        "$ref": "#/properties/caller_profile/properties/provider_access/items/properties/runtime"
+      },
+      "credentials": {
+        "$ref": "#/properties/caller_profile/properties/provider_access/items/properties/runtime"
+      },
+      "environment": {
+        "maxLength": 100,
+        "minLength": 1,
+        "type": "string"
+      },
+      "operation_ids": {
+        "default": [],
+        "items": {
+          "maxLength": 100,
+          "minLength": 1,
+          "type": "string"
+        },
+        "maxItems": 30,
+        "type": "array"
+      },
+      "path_id": {
+        "maxLength": 150,
+        "minLength": 3,
+        "type": "string"
+      },
+      "path_revision": {
+        "exclusiveMinimum": 0,
+        "type": "integer"
+      },
+      "permissions": {
+        "additionalProperties": false,
+        "properties": {
+          "available": {
+            "$ref": "#/properties/caller_profile/properties/provider_access/items/properties/runtime/properties/available"
+          },
+          "checked_at": {
+            "$ref": "#/properties/caller_profile/properties/provider_access/items/properties/runtime/properties/checked_at"
+          },
+          "evidence_ref": {
+            "$ref": "#/properties/caller_profile/properties/provider_access/items/properties/runtime/properties/evidence_ref"
+          },
+          "expires_at": {
+            "$ref": "#/properties/caller_profile/properties/provider_access/items/properties/runtime/properties/expires_at"
+          },
+          "scopes": {
+            "default": [],
+            "items": {
+              "maxLength": 200,
+              "type": "string"
+            },
+            "maxItems": 50,
+            "type": "array"
+          },
+          "status": {
+            "$ref": "#/properties/caller_profile/properties/provider_access/items/properties/runtime/properties/status"
+          }
+        },
+        "required": [
+          "status"
+        ],
+        "type": "object"
+      },
+      "runtime": {
+        "additionalProperties": false,
+        "properties": {
+          "available": {
+            "type": "boolean"
+          },
+          "checked_at": {
+            "format": "date-time",
+            "type": "string"
+          },
+          "evidence_ref": {
+            "maxLength": 120,
+            "minLength": 1,
+            "type": "string"
+          },
+          "expires_at": {
+            "format": "date-time",
+            "type": "string"
+          },
+          "status": {
+            "enum": [
+              "unknown",
+              "reported",
+              "verified",
+              "blocked"
+            ],
+            "type": "string"
+          }
+        },
+        "required": [
+          "status"
+        ],
+        "type": "object"
+      },
+      "runtime_id": {
+        "maxLength": 150,
+        "minLength": 1,
+        "type": "string"
+      },
+      "spending": {
+        "additionalProperties": false,
+        "properties": {
+          "allow_recurring": {
+            "type": "boolean"
+          },
+          "available": {
+            "$ref": "#/properties/caller_profile/properties/provider_access/items/properties/runtime/properties/available"
+          },
+          "checked_at": {
+            "$ref": "#/properties/caller_profile/properties/provider_access/items/properties/runtime/properties/checked_at"
+          },
+          "currency": {
+            "maxLength": 3,
+            "minLength": 3,
+            "type": "string"
+          },
+          "evidence_ref": {
+            "$ref": "#/properties/caller_profile/properties/provider_access/items/properties/runtime/properties/evidence_ref"
+          },
+          "expires_at": {
+            "$ref": "#/properties/caller_profile/properties/provider_access/items/properties/runtime/properties/expires_at"
+          },
+          "limit": {
+            "minimum": 0,
+            "type": "number"
+          },
+          "status": {
+            "$ref": "#/properties/caller_profile/properties/provider_access/items/properties/runtime/properties/status"
+          }
+        },
+        "required": [
+          "status"
+        ],
+        "type": "object"
+      }
+    },
+    "required": [
+      "path_id",
+      "path_revision"
+    ],
+    "type": "object"
+  },
+  "maxItems": 20,
+  "type": "array"
+}

addedInput schema / properties / caller_profile / properties / setup_progress

Added value: +{
+  "default": [],
+  "items": {
+    "additionalProperties": false,
+    "properties": {
+      "account_id": {
+        "maxLength": 150,
+        "minLength": 1,
+        "type": "string"
+      },
+      "checked_at": {
+        "format": "date-time",
+        "type": "string"
+      },
+      "environment": {
+        "maxLength": 100,
+        "minLength": 1,
+        "type": "string"
+      },
+      "evidence_ref": {
+        "maxLength": 120,
+        "minLength": 1,
+        "type": "string"
+      },
+      "expires_at": {
+        "format": "date-time",
+        "type": "string"
+      },
+      "operation_ids": {
+        "default": [],
+        "items": {
+          "maxLength": 100,
+          "minLength": 1,
+          "type": "string"
+        },
+        "maxItems": 30,
+        "type": "array"
+      },
+      "path_id": {
+        "maxLength": 150,
+        "minLength": 3,
+        "type": "string"
+      },
+      "path_revision": {
+        "exclusiveMinimum": 0,
+        "type": "integer"
+      },
+      "runtime_id": {
+        "maxLength": 150,
+        "minLength": 1,
+        "type": "string"
+      },
+      "status": {
+        "enum": [
+          "reported",
+          "verified",
+          "blocked",
+          "in_progress"
+        ],
+        "type": "string"
+      },
+      "step_id": {
+        "maxLength": 100,
+        "minLength": 2,
+        "type": "string"
+      }
+    },
+    "required": [
+      "path_id",
+      "path_revision",
+      "step_id",
+      "status"
+    ],
+    "type": "object"
+  },
+  "maxItems": 40,
+  "type": "array"
+}

First observedOct 13, 2026

TDQS

B3.4/5.0

Behavior4/5

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

Annotations already declare read-only, idempotent, non-destructive, closed-world behavior. The description adds useful context: it returns one recommendation or a no-fit reason, describes access and next-step output, warns that the caller must call the provider, and notes abstention/clarification. It omits cursor/pagination behavior and how constraints shape recommendations.

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?

Compact and front-loaded with 'Start here,' and each sentence contributes workflow, output, or abstention information. The final 'Public access' fragment is terse but still useful; minor polish only.

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

Completeness3/5

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

For a complex 9-parameter tool with nested objects and no output schema, the description covers the core recommendation workflow and return shape. It does not explain the roles of mode, constraints, caller_profile, cursor, or setup_code, leaving important context to an under-described schema.

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

Parameters2/5

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

Schema description coverage is only 11%, with reference_time being the sole described parameter. The description implicitly maps 'concrete task' to query and 'access' to constraints.access, but leaves the other top-level parameters and nearly all nested constraints/caller_profile fields unexplained, so it does not compensate for the coverage gap.

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?

States that it recommends a service operation for a concrete task and returns the provider request, access needs, and next step. The entry-point framing helps distinguish it from browsing siblings, though it does not explicitly name alternatives.

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?

Says 'Start here for a concrete task,' which implies when to use it, and notes abstention/clarification and that the caller must invoke the provider. It does not say when to prefer a sibling like browse_catalogue or search_sites, nor when not to use this tool.

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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