BloodPanel

Find blood tests in Ireland

match_listings

Read-onlyIdempotent

Find catalogue listings using an explicit blood-test, panel or health-check name and an optional Irish location. Returns sourced comparison facts only; it does not assess symptoms or clinical suitability.

Input Schema

Name	Required	Description
`town`	No	Irish town or city supplied by the user.
`limit`	No	Maximum number of listings, default 4.
`query`	Yes	Explicit blood test, panel or health-check wording. Use an empty string when the user has not named one; never infer a test from symptoms.
`eircode`	No	Irish Eircode or routing key supplied by the user.
`location`	No	Irish town or Eircode routing code already supplied by the user.
`includeBroader`	No	Include broader mixed panels when the user explicitly requests them.

Output Schema

Name	Required	Description	Default
`query`	Yes
`matches`	Yes
`location`	No
`disclaimer`	Yes
`exampleData`	Yes
`queryStatus`	No
`searchContext`	Yes
`locationStatus`	No
`catalogueNotice`	Yes
`broaderMatchCount`	Yes
`hasBroaderMatches`	Yes

Schema Changelog

Changes observed during successful MCP inspections.

Changed47 schema fields changedOct 10, 2026

changedInput schema / properties / eircode / description

Previous value: -"Irish Eircode or routing key (e.g. A96 or A96 EX01)."New value: +"Irish Eircode or routing key supplied by the user."

addedInput schema / properties / eircode / maxLength
```
Added value: +20
```

changedInput schema / properties / includeBroader / description

Previous value: -"True only to expand to broader mixed panels; dedicated tests appear first."New value: +"Include broader mixed panels when the user explicitly requests them."

changedInput schema / properties / limit / description

Previous value: -"Max listings to return. Default 4."New value: +"Maximum number of listings, default 4."

changedInput schema / properties / location / description

Previous value: -"Known Irish town or Eircode routing code, e.g. Naas or W91. Reuse the location already supplied; a full address is unnecessary."New value: +"Irish town or Eircode routing code already supplied by the user."

addedInput schema / properties / location / maxLength
```
Added value: +200
```

removedInput schema / properties / preferredDate

Removed value: -{
-  "description": "Known preferred date in Europe/Dublin; reuse rather than asking again.",
-  "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
-  "type": "string"
-}

removedInput schema / properties / preferredTime

Removed value: -{
-  "description": "Known local time, HH:mm, matched only against generated slots.",
-  "pattern": "^(?:[01]\\d|2[0-3]):[0-5]\\d$",
-  "type": "string"
-}

changedInput schema / properties / query / description

Previous value: -"Test or health-check intent, e.g. FBC, thyroid or general health check. Pass an empty string for unspecified bloods or booking requests; never infer a test from symptoms."New value: +"Explicit blood test, panel or health-check wording. Use an empty string when the user has not named one; never infer a test from symptoms."

changedInput schema / properties / town / description

Previous value: -"Town or city name (e.g. Bray, Cork, Galway)."New value: +"Irish town or city supplied by the user."

addedInput schema / properties / town / maxLength
```
Added value: +100
```
changedOutput schema / additionalProperties
```
Previous value: -trueNew value: +false
```

addedOutput schema / properties / broaderMatchCount

Added value: +{
+  "minimum": 0,
+  "type": "integer"
+}

addedOutput schema / properties / catalogueNotice

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "clinicalSuitability": {
+      "const": "not-assessed",
+      "type": "string"
+    },
+    "exhaustiveCoverage": {
+      "const": false,
+      "type": "boolean"
+    },
+    "pricesLiveVerified": {
+      "const": false,
+      "type": "boolean"
+    },
+    "source": {
+      "const": "compiled-public-catalogue",
+      "type": "string"
+    }
+  },
+  "required": [
+    "source",
+    "exhaustiveCoverage",
+    "pricesLiveVerified",
+    "clinicalSuitability"
+  ],
+  "type": "object"
+}

addedOutput schema / properties / exampleData

Added value: +{
+  "const": true,
+  "type": "boolean"
+}

addedOutput schema / properties / hasBroaderMatches
```
Added value: +{
+  "type": "boolean"
+}
```

removedOutput schema / properties / interaction

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "actions": {
-      "items": {
-        "additionalProperties": false,
-        "properties": {
-          "arguments": {
-            "additionalProperties": {},
-            "type": "object"
-          },
-          "collect": {
-            "items": {
-              "additionalProperties": true,
-              "properties": {
-                "kind": {
-                  "enum": [
-                    "text",
-                    "date",
-                    "multi-select"
-                  ],
-                  "type": "string"
-                },
-                "label": {
-                  "type": "string"
-                },
-                "name": {
-                  "type": "string"
-                }
-              },
-              "required": [
-                "name",
-                "label",
-                "kind"
-              ],
-              "type": "object"
-            },
-            "type": "array"
-          },
-          "label": {
-            "type": "string"
-          },
-          "requiresUserAcceptance": {
-            "const": true,
-            "type": "boolean"
-          },
-          "tool": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "label",
-          "tool",
-          "arguments"
-        ],
-        "type": "object"
-      },
-      "type": "array"
-    },
-    "cards": {
-      "items": {
-        "additionalProperties": false,
-        "properties": {
-          "actions": {
-            "items": {
-              "$ref": "#/properties/interaction/properties/actions/items"
-            },
-            "type": "array"
-          },
-          "availabilityNote": {
-            "type": "string"
-          },
-          "details": {
-            "additionalProperties": false,
-            "properties": {
-              "clinicName": {
-                "type": "string"
-              },
-              "markerStatus": {
-                "enum": [
-                  "published",
-                  "unpublished",
-                  "varies"
-                ],
-                "type": "string"
-              },
-              "markers": {
-                "items": {
-                  "type": "string"
-                },
-                "type": "array"
-              },
-              "originalTitle": {
-                "type": "string"
-              },
-              "provider": {
-                "type": "string"
-              }
-            },
-            "required": [
-              "provider",
-              "clinicName",
-              "originalTitle",
-              "markers",
-              "markerStatus"
-            ],
-            "type": "object"
-          },
-          "listingId": {
-            "type": "string"
-          },
-          "listingIds": {
-            "items": {
-              "type": "string"
-            },
-            "minItems": 1,
-            "type": "array"
-          },
-          "locationLabel": {
-            "type": "string"
-          },
-          "priceLabel": {
-            "type": "string"
-          },
-          "requiresVariantSelection": {
-            "const": true,
-            "type": "boolean"
-          },
-          "suggestedAvailability": {
-            "items": {
-              "$ref": "#/properties/interaction/properties/suggestedAvailability/items"
-            },
-            "maxItems": 2,
-            "type": "array"
-          },
-          "test": {
-            "type": "string"
-          },
-          "variants": {
-            "items": {
-              "additionalProperties": false,
-              "properties": {
-                "actions": {
-                  "items": {
-                    "$ref": "#/properties/interaction/properties/actions/items"
-                  },
-                  "type": "array"
-                },
-                "label": {
-                  "type": "string"
-                },
-                "listingId": {
-                  "type": "string"
-                }
-              },
-              "required": [
-                "listingId",
-                "label",
-                "actions"
-              ],
-              "type": "object"
-            },
-            "type": "array"
-          }
-        },
-        "required": [
-          "listingIds",
-          "locationLabel",
-          "test",
-          "priceLabel",
-          "details",
-          "suggestedAvailability",
-          "actions"
-        ],
-        "type": "object"
-      },
-      "type": "array"
-    },
-    "followUp": {
-      "additionalProperties": false,
-      "properties": {
-        "actions": {
-          "items": {
-            "$ref": "#/properties/interaction/properties/actions/items"
-          },
-          "type": "array"
-        },
-        "question": {
-          "type": "string"
-        },
-        "required": {
-          "type": "boolean"
-        }
-      },
-      "required": [
-        "question",
-        "actions"
-      ],
-      "type": "object"
-    },
-    "message": {
-      "type": "string"
-    },
-    "presentation": {
-      "const": "native",
-      "type": "string"
-    },
-    "selection": {
-      "additionalProperties": {},
-      "type": "object"
-    },
-    "step": {
-      "type": "string"
-    },
-    "suggestedAvailability": {
-      "items": {
-        "additionalProperties": false,
-        "properties": {
-          "action": {
-            "$ref": "#/properties/interaction/properties/actions/items"
-          },
-          "label": {
-            "type": "string"
-          },
-          "simulation": {
-            "const": true,
-            "type": "boolean"
-          },
-          "startsAt": {
-            "type": "string"
-          },
-          "timeZone": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "label",
-          "startsAt",
-          "timeZone",
-          "simulation",
-          "action"
-        ],
-        "type": "object"
-      },
-      "maxItems": 2,
-      "type": "array"
-    },
-    "testChoices": {
-      "items": {
-        "$ref": "#/properties/interaction/properties/actions/items"
-      },
-      "type": "array"
-    },
-    "typedReply": {
-      "type": "string"
-    }
-  },
-  "required": [
-    "presentation",
-    "step",
-    "message",
-    "selection",
-    "actions"
-  ],
-  "type": "object"
-}

addedOutput schema / properties / location

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "county": {
+      "type": "string"
+    },
+    "eircode": {
+      "type": "string"
+    },
+    "eircodeRoutingKey": {
+      "type": "string"
+    },
+    "raw": {
+      "type": "string"
+    },
+    "source": {
+      "enum": [
+        "eircode",
+        "routing-key",
+        "town",
+        "address",
+        "unknown"
+      ],
+      "type": "string"
+    },
+    "town": {
+      "type": "string"
+    }
+  },
+  "required": [
+    "raw",
+    "source"
+  ],
+  "type": "object"
+}

addedOutput schema / properties / locationStatus

Added value: +{
+  "enum": [
+    "not-provided",
+    "recognised",
+    "unrecognised",
+    "conflicting"
+  ],
+  "type": "string"
+}

changedOutput schema / properties / matches / items / additionalProperties
```
Previous value: -trueNew value: +false
```
addedOutput schema / properties / matches / items / properties / catalogueStatus
```
Added value: +{
+  "const": "published-example",
+  "type": "string"
+}
```
addedOutput schema / properties / matches / items / properties / category
```
Added value: +{
+  "type": "string"
+}
```
addedOutput schema / properties / matches / items / properties / clinicName
```
Added value: +{
+  "type": "string"
+}
```
addedOutput schema / properties / matches / items / properties / county
```
Added value: +{
+  "type": "string"
+}
```
addedOutput schema / properties / matches / items / properties / eircode
```
Added value: +{
+  "type": "string"
+}
```
addedOutput schema / properties / matches / items / properties / eircodeRoutingKey
```
Added value: +{
+  "type": "string"
+}
```

addedOutput schema / properties / matches / items / properties / locationMatch

Added value: +{
+  "enum": [
+    "unknown",
+    "eircode",
+    "routingKey",
+    "town",
+    "serviceTown",
+    "nearbyText",
+    "county",
+    "adjacentCounty",
+    "addressText",
+    "national",
+    "none"
+  ],
+  "type": "string"
+}

addedOutput schema / properties / matches / items / properties / markers

Added value: +{
+  "items": {
+    "additionalProperties": false,
+    "properties": {
+      "id": {
+        "type": "string"
+      },
+      "name": {
+        "type": "string"
+      }
+    },
+    "required": [
+      "id",
+      "name"
+    ],
+    "type": "object"
+  },
+  "type": "array"
+}

addedOutput schema / properties / matches / items / properties / markersPublished
```
Added value: +{
+  "type": "boolean"
+}
```
addedOutput schema / properties / matches / items / properties / national
```
Added value: +{
+  "type": "boolean"
+}
```
addedOutput schema / properties / matches / items / properties / panelId
```
Added value: +{
+  "type": "string"
+}
```
addedOutput schema / properties / matches / items / properties / panelName
```
Added value: +{
+  "type": "string"
+}
```
addedOutput schema / properties / matches / items / properties / priceEur
```
Added value: +{
+  "type": [
+    "number",
+    "null"
+  ]
+}
```
addedOutput schema / properties / matches / items / properties / priceNote
```
Added value: +{
+  "type": [
+    "string",
+    "null"
+  ]
+}
```
addedOutput schema / properties / matches / items / properties / provider
```
Added value: +{
+  "type": "string"
+}
```
addedOutput schema / properties / matches / items / properties / providerRelationship
```
Added value: +{
+  "const": "no-partnership",
+  "type": "string"
+}
```

addedOutput schema / properties / matches / items / properties / score

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "intent": {
+      "type": "number"
+    },
+    "location": {
+      "type": "number"
+    },
+    "total": {
+      "type": "number"
+    }
+  },
+  "required": [
+    "total",
+    "location",
+    "intent"
+  ],
+  "type": "object"
+}

addedOutput schema / properties / matches / items / properties / serviceMode

Added value: +{
+  "enum": [
+    "home-kit",
+    "clinic"
+  ],
+  "type": "string"
+}

addedOutput schema / properties / matches / items / properties / serviceTowns

Added value: +{
+  "items": {
+    "type": "string"
+  },
+  "type": "array"
+}

addedOutput schema / properties / matches / items / properties / town
```
Added value: +{
+  "type": "string"
+}
```
addedOutput schema / properties / matches / items / properties / venueNote
```
Added value: +{
+  "type": [
+    "string",
+    "null"
+  ]
+}
```

addedOutput schema / properties / matches / items / properties / why

Added value: +{
+  "items": {
+    "type": "string"
+  },
+  "type": "array"
+}

changedOutput schema / properties / matches / items / required

Previous value: -[
-  "id"
-]New value: +[
+  "id",
+  "catalogueStatus",
+  "providerRelationship",
+  "provider",
+  "clinicName",
+  "town",
+  "county",
+  "eircode",
+  "eircodeRoutingKey",
+  "serviceTowns",
+  "national",
+  "serviceMode",
+  "venueNote",
+  "panelName",
+  "panelId",
+  "priceEur",
+  "priceNote",
+  "category",
+  "markersPublished",
+  "markers",
+  "locationMatch",
+  "score",
+  "why"
+]

addedOutput schema / properties / query
```
Added value: +{
+  "type": "string"
+}
```

addedOutput schema / properties / queryStatus

Added value: +{
+  "enum": [
+    "needs-query",
+    "provided"
+  ],
+  "type": "string"
+}

addedOutput schema / properties / searchContext

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "catalogueQuery": {
+      "type": "string"
+    },
+    "message": {
+      "type": "string"
+    },
+    "originalQuery": {
+      "type": "string"
+    },
+    "suitability": {
+      "enum": [
+        "unconfirmed",
+        "not-assessed"
+      ],
+      "type": "string"
+    }
+  },
+  "required": [
+    "originalQuery",
+    "catalogueQuery",
+    "suitability",
+    "message"
+  ],
+  "type": "object"
+}

changedOutput schema / required

Previous value: -[
-  "matches",
-  "disclaimer",
-  "interaction"
-]New value: +[
+  "query",
+  "matches",
+  "broaderMatchCount",
+  "hasBroaderMatches",
+  "searchContext",
+  "exampleData",
+  "catalogueNotice",
+  "disclaimer"
+]

First observedOct 10, 2026

TDQS

A3.6/5.0

Behavior3/5

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

Annotations already declare readOnly, idempotent, non-destructive, closed-world, so the safety profile is covered. The description usefully adds the 'returns sourced comparison facts only' scope and negates clinical assessment, which is real behavioral context, but does not disclose result variability or that it matches rather than generates listings.

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

Conciseness5/5

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

Two tight sentences: the first front-loads what the tool does and its primary inputs; the second states the output boundary and negative scope. No filler.

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?

With an output schema present, the description needn't explain return shape, and annotations cover safety. It supplies the functional scope and a scope limitation. What is missing is sibling differentiation against get_listing/list_panels, which would complete the routing picture.

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 100%, so every parameter is already documented, including the important empty-string and no-symptom-inference guidance for `query` and the `includeBroader` opt-in. The description adds no parameter-level detail beyond what the schema provides, so baseline 3 applies.

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 a specific verb (Find) and resource (catalogue listings of blood tests/panels/health checks) with the key input (name + optional location). It does not name or contrast with siblings like get_listing or list_panels, so an agent must infer the boundary from the resource noun alone.

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?

The description implies when to use it (explicit test/panel name supplied by the user, optional location) but never states when not to use it or which sibling to prefer for retrieving a single listing or browsing panels. Usage context is implied rather than explicit.

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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