Kviria

Server Details

Location understanding for AI agents: know where, then navigate there. Beta: contiguous US.

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Status: Unhealthy
Uptime: 94.6% over 30 days
OAuth: Works in Glama
Last Tested: 2026-10-20 08:32
Transport: Streamable HTTP
URL

TDQS

A4.8/5.0

Scored 2026-10-17 17:45 across 1 tool

Disambiguation5/5

There is only one tool, so there is no possibility of misselection between tools. Its purpose (resolve a place from a user turn plus state) is stated unambiguously, and the description enumerates the response modes that steer the agent's next move.

Naming Consistency5/5

With a single tool named after the server, there is no pattern to violate and no mixed convention. The name is a plain lowercase noun, readable and stable.

Tool Count4/5

A single tool is thin for most servers, but here the entire domain is one stateful operation (resolve the place the user means), so one tool is a defensible design rather than an oversight. It earns its place by handling resolve, confirm, disambiguate, and error paths through the state field.

Completeness5/5

The description covers the full conversational lifecycle: first call with anchor, subsequent calls with state, all terminal outcomes (one, one_unconfirmed, many, none, unclear, not_a_place_request), coverage limits, and both documented error codes. No obvious agent-facing gap remains.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

1 tool updateOct 9, 2026

Changedkviria34 fields changed

addedInput schema / additionalProperties
```
Added value: +false
```

removedInput schema / definitions

Removed value: -{
-  "find_target": {
-    "description": "An entity lookup: ref (gers from a previous response), name (exactly as returned), or index (1-based into echoed candidates). Raw coordinates belong to the spatial actions.",
-    "oneOf": [
-      {
-        "properties": {
-          "ref": {
-            "minLength": 1,
-            "type": "string"
-          }
-        },
-        "required": [
-          "ref"
-        ],
-        "type": "object"
-      },
-      {
-        "properties": {
-          "name": {
-            "minLength": 1,
-            "type": "string"
-          }
-        },
-        "required": [
-          "name"
-        ],
-        "type": "object"
-      },
-      {
-        "properties": {
-          "index": {
-            "minimum": 1,
-            "type": "integer"
-          }
-        },
-        "required": [
-          "index"
-        ],
-        "type": "object"
-      }
-    ],
-    "type": "object"
-  },
-  "target_anchor": {
-    "description": "The anchor to act on: ref (gers from a previous response), name (exactly as returned), index (1-based into echoed candidates), or at (raw coordinates). Never a free description.",
-    "oneOf": [
-      {
-        "properties": {
-          "ref": {
-            "minLength": 1,
-            "type": "string"
-          }
-        },
-        "required": [
-          "ref"
-        ],
-        "type": "object"
-      },
-      {
-        "properties": {
-          "name": {
-            "minLength": 1,
-            "type": "string"
-          }
-        },
-        "required": [
-          "name"
-        ],
-        "type": "object"
-      },
-      {
-        "properties": {
-          "at": {
-            "properties": {
-              "lat": {
-                "type": "number"
-              },
-              "lng": {
-                "type": "number"
-              }
-            },
-            "required": [
-              "lat",
-              "lng"
-            ],
-            "type": "object"
-          }
-        },
-        "required": [
-          "at"
-        ],
-        "type": "object"
-      },
-      {
-        "properties": {
-          "index": {
-            "minimum": 1,
-            "type": "integer"
-          }
-        },
-        "required": [
-          "index"
-        ],
-        "type": "object"
-      }
-    ],
-    "type": "object"
-  }
-}

removedInput schema / oneOf

Removed value: -[
-  {
-    "required": [
-      "transcript"
-    ]
-  },
-  {
-    "required": [
-      "intent"
-    ]
-  }
-]

addedInput schema / properties / anchor / additionalProperties
```
Added value: +false
```

changedInput schema / properties / anchor / description

Previous value: -"The user's current position - Kviria resolves relative to this point."New value: +"The user's current position - Kviria resolves relative to this point. Required on the first call of a conversation; later calls may leave it out while the user has not moved."

addedInput schema / properties / anchor / properties / lat / maximum
```
Added value: +90
```
addedInput schema / properties / anchor / properties / lat / minimum
```
Added value: +-90
```
addedInput schema / properties / anchor / properties / lng / maximum
```
Added value: +180
```
addedInput schema / properties / anchor / properties / lng / minimum
```
Added value: +-180
```

removedInput schema / properties / candidates

Removed value: -{
-  "description": "The pending candidates from the previous response, echoed VERBATIM (including the pendingConfirm marker) so clarification answers and confirm yes/no bind mechanically.",
-  "items": {
-    "properties": {
-      "category": {
-        "maxLength": 256,
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "distanceM": {
-        "minimum": 0,
-        "type": "number"
-      },
-      "gers": {
-        "maxLength": 128,
-        "minLength": 1,
-        "type": "string"
-      },
-      "location": {
-        "properties": {
-          "lat": {
-            "type": "number"
-          },
-          "lng": {
-            "type": "number"
-          }
-        },
-        "required": [
-          "lat",
-          "lng"
-        ],
-        "type": "object"
-      },
-      "name": {
-        "maxLength": 512,
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "pendingConfirm": {
-        "description": "Marks the confirm-gate target; echo it back exactly as received.",
-        "type": "boolean"
-      }
-    },
-    "required": [
-      "gers"
-    ],
-    "type": "object"
-  },
-  "maxItems": 50,
-  "type": "array"
-}

changedInput schema / properties / confirmation / description

Previous value: -"\"on\" (default): a single survivor emits a confirm decision, and the coordinate is released only after the user verifies it. \"off\": agents without a human in the loop get direct resolution."New value: +"\"on\" (default): a place the user named only in part is returned as one_unconfirmed, and its coordinate is released only after the user verifies it. \"off\": it is returned as one immediately, for agents without a human in the loop."

removedInput schema / properties / intent

Removed value: -{
-  "description": "The structured meaning of the user's words. Send exactly one of transcript or intent. Category filters take EXACT labels from the area's real categories (provided in every response). Unfiltered `across` returns the place on the opposite side with its own category; add categoryAny to ask for a specific kind. Full mapping rules: https://kviria.com/skill.md",
-  "oneOf": [
-    {
-      "properties": {
-        "action": {
-          "const": "find"
-        },
-        "target": {
-          "$ref": "#/definitions/find_target"
-        }
-      },
-      "required": [
-        "action",
-        "target"
-      ],
-      "type": "object"
-    },
-    {
-      "properties": {
-        "action": {
-          "const": "search"
-        },
-        "categoryAny": {
-          "description": "Exact labels the user WANTS (e.g. [\"mexican_restaurant\"])",
-          "items": {
-            "type": "string"
-          },
-          "type": "array"
-        },
-        "categoryNot": {
-          "description": "Exact labels the user rejects (e.g. [\"cafe\"])",
-          "items": {
-            "type": "string"
-          },
-          "type": "array"
-        }
-      },
-      "type": "object"
-    },
-    {
-      "properties": {
-        "action": {
-          "const": "neighbors"
-        },
-        "of": {
-          "$ref": "#/definitions/target_anchor"
-        },
-        "side": {
-          "enum": [
-            "left",
-            "right"
-          ]
-        }
-      },
-      "required": [
-        "action",
-        "of"
-      ],
-      "type": "object"
-    },
-    {
-      "properties": {
-        "action": {
-          "const": "near"
-        },
-        "categoryAny": {
-          "items": {
-            "type": "string"
-          },
-          "type": "array"
-        },
-        "categoryNot": {
-          "items": {
-            "type": "string"
-          },
-          "type": "array"
-        },
-        "of": {
-          "$ref": "#/definitions/target_anchor"
-        }
-      },
-      "required": [
-        "action",
-        "of"
-      ],
-      "type": "object"
-    },
-    {
-      "properties": {
-        "action": {
-          "const": "across"
-        },
-        "categoryAny": {
-          "items": {
-            "type": "string"
-          },
-          "type": "array"
-        },
-        "of": {
-          "$ref": "#/definitions/target_anchor"
-        }
-      },
-      "required": [
-        "action",
-        "of"
-      ],
-      "type": "object"
-    },
-    {
-      "properties": {
-        "action": {
-          "const": "along"
-        },
-        "n": {
-          "minimum": 1,
-          "type": "integer"
-        },
-        "street": {
-          "type": "string"
-        }
-      },
-      "required": [
-        "action",
-        "street",
-        "n"
-      ],
-      "type": "object"
-    },
-    {
-      "properties": {
-        "action": {
-          "const": "at_address"
-        },
-        "number": {
-          "type": "string"
-        },
-        "street": {
-          "type": "string"
-        }
-      },
-      "required": [
-        "action",
-        "number"
-      ],
-      "type": "object"
-    },
-    {
-      "properties": {
-        "action": {
-          "const": "street_zoom"
-        },
-        "street": {
-          "type": "string"
-        }
-      },
-      "required": [
-        "action",
-        "street"
-      ],
-      "type": "object"
-    },
-    {
-      "properties": {
-        "action": {
-          "const": "street_end"
-        },
-        "categoryAny": {
-          "description": "Optional kind filter for the end places (\"is there any market at the end of this street?\").",
-          "items": {
-            "type": "string"
-          },
-          "type": "array"
-        },
-        "categoryNot": {
-          "items": {
-            "type": "string"
-          },
-          "type": "array"
-        },
-        "street": {
-          "description": "The street whose end places the user wants.",
-          "type": "string"
-        }
-      },
-      "required": [
-        "action",
-        "street"
-      ],
-      "type": "object"
-    },
-    {
-      "properties": {
-        "action": {
-          "const": "confirm"
-        },
-        "value": {
-          "enum": [
-            "yes",
-            "no"
-          ]
-        }
-      },
-      "required": [
-        "action",
-        "value"
-      ],
-      "type": "object"
-    },
-    {
-      "properties": {
-        "action": {
-          "const": "select"
-        },
-        "index": {
-          "minimum": 1,
-          "type": "integer"
-        }
-      },
-      "required": [
-        "action",
-        "index"
-      ],
-      "type": "object"
-    }
-  ],
-  "type": "object"
-}

changedInput schema / properties / rangeM / description

Previous value: -"Search radius around the anchor in meters (clamped to 50-1000)."New value: +"Search radius around the anchor in meters (clamped to 50-350)."

changedInput schema / properties / rangeM / maximum
```
Previous value: -1000New value: +350
```

removedInput schema / properties / references

Removed value: -{
-  "description": "Previously resolved places, most recent first, so \"it\" and \"that cafe\" resolve on later turns. Optional. Echo any lat/lng Kviria returned so distances stay real.",
-  "items": {
-    "properties": {
-      "gers": {
-        "maxLength": 128,
-        "minLength": 1,
-        "type": "string"
-      },
-      "lat": {
-        "description": "Reference latitude as returned by Kviria.",
-        "type": "number"
-      },
-      "lng": {
-        "description": "Reference longitude as returned by Kviria.",
-        "type": "number"
-      },
-      "name": {
-        "maxLength": 512,
-        "type": [
-          "string",
-          "null"
-        ]
-      }
-    },
-    "required": [
-      "gers"
-    ],
-    "type": "object"
-  },
-  "maxItems": 5,
-  "type": "array"
-}

addedInput schema / properties / state

Added value: +{
+  "description": "The `state` field of the previous kviria response, copied character for character: that field only, never the whole response, and never shortened. Empty string on the first call.",
+  "maxLength": 2263,
+  "type": "string"
+}

changedInput schema / properties / transcript / description

Previous value: -"The user's raw message (voice transcript or text), as spoken, typos and all. Do not normalize or paraphrase it. Mutually exclusive with `intent`."New value: +"The user's whole last turn, word for word: yes or no, corrections, hesitations and everything around the place included. Never shorten, rephrase, correct or complete it. If one turn arrived in pieces, join them in order."

changedInput schema / properties / transcript / minLength
```
Previous value: -2New value: +1
```

changedInput schema / required

Previous value: -[
-  "anchor"
-]New value: +[
+  "transcript"
+]

removedOutput schema / definitions / find_target

Removed value: -{
-  "description": "An entity lookup: ref (gers from a previous response), name (exactly as returned), or index (1-based into echoed candidates). Raw coordinates belong to the spatial actions.",
-  "oneOf": [
-    {
-      "properties": {
-        "ref": {
-          "minLength": 1,
-          "type": "string"
-        }
-      },
-      "required": [
-        "ref"
-      ],
-      "type": "object"
-    },
-    {
-      "properties": {
-        "name": {
-          "minLength": 1,
-          "type": "string"
-        }
-      },
-      "required": [
-        "name"
-      ],
-      "type": "object"
-    },
-    {
-      "properties": {
-        "index": {
-          "minimum": 1,
-          "type": "integer"
-        }
-      },
-      "required": [
-        "index"
-      ],
-      "type": "object"
-    }
-  ],
-  "type": "object"
-}

addedOutput schema / definitions / target / properties / acrossStreet

Added value: +{
+  "description": "Set when the user named a street to be across, or when the place is on a corner and so has two acrosses: one answer per street, each naming the street it is across.",
+  "type": "string"
+}

addedOutput schema / definitions / target / properties / baseDistanceM

Added value: +{
+  "description": "Set when the answer is relative to a place (near, across, next to): metres from that place. distanceM stays the distance from the user.",
+  "type": "number"
+}

addedOutput schema / definitions / target / properties / intersection

Added value: +{
+  "description": "Set when the target is a street corner: every street that meets there. Such a target has category and confidence null.",
+  "properties": {
+    "streets": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    }
+  },
+  "required": [
+    "streets"
+  ],
+  "type": "object"
+}

changedOutput schema / definitions / target / properties / location / description

Previous value: -"Named lat/lng fields; no coordinate-array ordering ambiguity."New value: +"Named lat/lng fields; no coordinate-array ordering ambiguity. Absent on one_unconfirmed: the coordinate comes with the user's yes."

changedOutput schema / definitions / target / required

Previous value: -[
-  "gers",
-  "name",
-  "category",
-  "confidence",
-  "location",
-  "distanceM"
-]New value: +[
+  "gers",
+  "name",
+  "category",
+  "confidence",
+  "distanceM"
+]

removedOutput schema / definitions / target_anchor

Removed value: -{
-  "description": "The anchor to act on: ref (gers from a previous response), name (exactly as returned), index (1-based into echoed candidates), or at (raw coordinates). Never a free description.",
-  "oneOf": [
-    {
-      "properties": {
-        "ref": {
-          "minLength": 1,
-          "type": "string"
-        }
-      },
-      "required": [
-        "ref"
-      ],
-      "type": "object"
-    },
-    {
-      "properties": {
-        "name": {
-          "minLength": 1,
-          "type": "string"
-        }
-      },
-      "required": [
-        "name"
-      ],
-      "type": "object"
-    },
-    {
-      "properties": {
-        "at": {
-          "properties": {
-            "lat": {
-              "type": "number"
-            },
-            "lng": {
-              "type": "number"
-            }
-          },
-          "required": [
-            "lat",
-            "lng"
-          ],
-          "type": "object"
-        }
-      },
-      "required": [
-        "at"
-      ],
-      "type": "object"
-    },
-    {
-      "properties": {
-        "index": {
-          "minimum": 1,
-          "type": "integer"
-        }
-      },
-      "required": [
-        "index"
-      ],
-      "type": "object"
-    }
-  ],
-  "type": "object"
-}

changedOutput schema / properties / candidates / description

Previous value: -"The pending candidate set. Echo it back verbatim on the next turn."New value: +"The candidates to present on many. Never send them back: send state."

changedOutput schema / properties / category / description

Previous value: -"The absent category on notFound decisions."New value: +"The category that was asked for and is absent, on a none decision."

changedOutput schema / properties / decision / description

Previous value: -"The decision for this turn. An exact address resolves as \"resolved\" with the door facts riding target.address; several door clusters for one number come back as \"candidates\"."New value: +"The decision for this turn: how many answers there are and whether the single answer is certain, or not_a_place_request when the user's words are not about a place. An exact address is \"one\" with the door facts riding target.address; several door clusters for one number come back as \"many\"."

changedOutput schema / properties / decision / enum

Previous value: -[
-  "resolved",
-  "confirm",
-  "candidates",
-  "notFound",
-  "clarify"
-]New value: +[
+  "one",
+  "one_unconfirmed",
+  "many",
+  "none",
+  "unclear",
+  "not_a_place_request"
+]

changedOutput schema / properties / evidence / items / properties / reasonCode / description

Previous value: -"Stable enum explaining the outcome (e.g. winner_confirmed, kind_below_noise_floor, user_confirmed, single_survivor, out_of_coverage). Read the code, never the free text."New value: +"Stable enum explaining the outcome (e.g. user_confirmed, single_survivor_pending, partial_name, out_of_coverage). Read the code, never the free text."

addedOutput schema / properties / state

Added value: +{
+  "description": "The conversation state. Send it back unchanged as `state` on the next call.",
+  "type": "string"
+}

changedOutput schema / properties / target / description

Previous value: -"The resolved or pending target (on resolved, confirm, address)."New value: +"The settled target (one), or the target waiting for the user's yes or no (one_unconfirmed, without a location)."

changedOutput schema / required

Previous value: -[
-  "decision"
-]New value: +[
+  "decision",
+  "evidence",
+  "state"
+]

1 tool updateSep 18, 2026
- First observedkviria

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