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Wherobots

by com.wherobots
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Generate and run high performance queries on open and private spatial data at-scale in the cloud

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Status
Unhealthy
Uptime
0.0% over 49 days
OAuth
Works in Glama
Last Tested
Transport
Streamable HTTP
URL

TDQS

A4.5/5.0

Scored across 7 tools

Disambiguation5/5

Each tool has a clear, distinct purpose: describing tables, executing queries, generating spatial queries, listing catalogs/databases/tables, and searching documentation. No overlap or ambiguity.

Naming Consistency5/5

All tools follow a consistent snake_case naming pattern ending with '_tool', e.g., describe_table_tool, execute_query_tool. Very predictable.

Tool Count5/5

7 tools cover essential operations for a spatial SQL database server: data discovery, schema inspection, query execution, query generation, and documentation search. Well-scoped for its purpose.

Completeness4/5

Covers the full read/exploration workflow. Missing DDL/DML tools (create/insert/update/delete) but those are likely out of scope for this server. Minor gap: no tool to list views or functions.

Tool Schema Changelog

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

  1. 2 tool updates
    • Changeddescribe_table_tool5 fields changed
      • addedOutput schema / properties / comment
        Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Table-level description/comment"
+}
      • addedOutput schema / properties / last_updated
        Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Timestamp of the latest snapshot (ISO 8601)"
+}
      • addedOutput schema / properties / partition_columns
        Added value: +{
+  "description": "Partition spec with resolved column names and transforms. Add partition filters on these columns to improve query performance.",
+  "items": {
+    "additionalProperties": {
+      "type": "string"
+    },
+    "type": "object"
+  },
+  "type": "array"
+}
      • addedOutput schema / properties / properties
        Added value: +{
+  "additionalProperties": {
+    "type": "string"
+  },
+  "description": "User-set table properties (e.g. update frequency, source, query hints)",
+  "type": "object"
+}
      • addedOutput schema / properties / row_count
        Added value: +{
+  "anyOf": [
+    {
+      "type": "integer"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Number of rows in the table"
+}
    • Removedlist_hierarchy_tool
  2. 3 tool updates
    • Changeddescribe_table_tool5 fields changed
      • removedOutput schema / $defs
        Removed value: -{
-  "NestedField": {
-    "properties": {
-      "doc": {
-        "anyOf": [
-          {
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null
-      },
-      "id": {
-        "type": "integer"
-      },
-      "name": {
-        "type": "string"
-      },
-      "required": {
-        "anyOf": [
-          {
-            "type": "boolean"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": false
-      },
-      "type": {
-        "anyOf": [
-          {
-            "type": "string"
-          },
-          {
-            "additionalProperties": true,
-            "type": "object"
-          }
-        ]
-      }
-    },
-    "required": [
-      "id",
-      "name",
-      "type"
-    ],
-    "type": "object"
-  }
-}
      • removedOutput schema / properties / schema / items / $ref
        Removed value: -"#/$defs/NestedField"
      • addedOutput schema / properties / schema / items / properties
        Added value: +{
+  "doc": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ],
+    "default": null
+  },
+  "id": {
+    "type": "integer"
+  },
+  "name": {
+    "type": "string"
+  },
+  "required": {
+    "anyOf": [
+      {
+        "type": "boolean"
+      },
+      {
+        "type": "null"
+      }
+    ],
+    "default": false
+  },
+  "type": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "additionalProperties": true,
+        "type": "object"
+      }
+    ]
+  }
+}
      • addedOutput schema / properties / schema / items / required
        Added value: +[
+  "id",
+  "name",
+  "type"
+]
      • addedOutput schema / properties / schema / items / type
        Added value: +"object"
    • Changedlist_hierarchy_tool9 fields changed
      • removedOutput schema / $defs
        Removed value: -{
-  "CatalogInfo": {
-    "properties": {
-      "databases": {
-        "additionalProperties": {
-          "$ref": "#/$defs/DatabaseInfo"
-        },
-        "description": "Databases in the catalog.",
-        "type": "object"
-      }
-    },
-    "required": [
-      "databases"
-    ],
-    "type": "object"
-  },
-  "DatabaseInfo": {
-    "properties": {
-      "tables": {
-        "description": "List of tables in the database.",
-        "items": {
-          "$ref": "#/$defs/TableInfo"
-        },
-        "type": "array"
-      }
-    },
-    "required": [
-      "tables"
-    ],
-    "type": "object"
-  },
-  "HierarchySummary": {
-    "properties": {
-      "catalogs_count": {
-        "description": "Total number of catalogs.",
-        "type": "integer"
-      },
-      "databases_count": {
-        "description": "Total number of databases.",
-        "type": "integer"
-      },
-      "tables_count": {
-        "description": "Total number of tables.",
-        "type": "integer"
-      }
-    },
-    "required": [
-      "catalogs_count",
-      "databases_count",
-      "tables_count"
-    ],
-    "type": "object"
-  },
-  "TableInfo": {
-    "properties": {
-      "name": {
-        "description": "Name of the table.",
-        "type": "string"
-      }
-    },
-    "required": [
-      "name"
-    ],
-    "type": "object"
-  }
-}
      • removedOutput schema / properties / hierarchy / additionalProperties / $ref
        Removed value: -"#/$defs/CatalogInfo"
      • addedOutput schema / properties / hierarchy / additionalProperties / properties
        Added value: +{
+  "databases": {
+    "additionalProperties": {
+      "properties": {
+        "tables": {
+          "description": "List of tables in the database.",
+          "items": {
+            "properties": {
+              "name": {
+                "description": "Name of the table.",
+                "type": "string"
+              }
+            },
+            "required": [
+              "name"
+            ],
+            "type": "object"
+          },
+          "type": "array"
+        }
+      },
+      "required": [
+        "tables"
+      ],
+      "type": "object"
+    },
+    "description": "Databases in the catalog.",
+    "type": "object"
+  }
+}
      • addedOutput schema / properties / hierarchy / additionalProperties / required
        Added value: +[
+  "databases"
+]
      • addedOutput schema / properties / hierarchy / additionalProperties / type
        Added value: +"object"
      • removedOutput schema / properties / summary / $ref
        Removed value: -"#/$defs/HierarchySummary"
      • addedOutput schema / properties / summary / properties
        Added value: +{
+  "catalogs_count": {
+    "description": "Total number of catalogs.",
+    "type": "integer"
+  },
+  "databases_count": {
+    "description": "Total number of databases.",
+    "type": "integer"
+  },
+  "tables_count": {
+    "description": "Total number of tables.",
+    "type": "integer"
+  }
+}
      • addedOutput schema / properties / summary / required
        Added value: +[
+  "catalogs_count",
+  "databases_count",
+  "tables_count"
+]
      • addedOutput schema / properties / summary / type
        Added value: +"object"
    • Changedsearch_documentation_tool5 fields changed
      • removedOutput schema / $defs
        Removed value: -{
-  "DocumentResult": {
-    "properties": {
-      "content": {
-        "description": "Document content",
-        "type": "string"
-      },
-      "metadata": {
-        "additionalProperties": true,
-        "description": "Arbitrary metadata",
-        "type": "object"
-      },
-      "path": {
-        "description": "Document path or URL",
-        "type": "string"
-      }
-    },
-    "required": [
-      "content",
-      "path"
-    ],
-    "type": "object"
-  }
-}
      • removedOutput schema / properties / results / items / $ref
        Removed value: -"#/$defs/DocumentResult"
      • addedOutput schema / properties / results / items / properties
        Added value: +{
+  "content": {
+    "description": "Document content",
+    "type": "string"
+  },
+  "metadata": {
+    "additionalProperties": true,
+    "description": "Arbitrary metadata",
+    "type": "object"
+  },
+  "path": {
+    "description": "Document path or URL",
+    "type": "string"
+  }
+}
      • addedOutput schema / properties / results / items / required
        Added value: +[
+  "content",
+  "path"
+]
      • addedOutput schema / properties / results / items / type
        Added value: +"object"
  3. 8 tool updates
    • First observeddescribe_table_tool
    • First observedexecute_query_tool
    • First observedgenerate_spatial_query_tool
    • First observedlist_catalogs_tool
    • First observedlist_databases_tool
    • First observedlist_hierarchy_tool
    • First observedlist_tables_tool
    • First observedsearch_documentation_tool

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