cupix-compass

Server Details

Explore and analyze Cupix construction site data: 360 images, progress, and insights.

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Status: Unhealthy
Uptime: 55.2% over 40 days
OAuth: Works in Glama
Last Tested: 2026-09-26 18:16
Transport: Streamable HTTP
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TDQS

A4.2/5.0

Scored 2026-08-05 10:45 across 7 tools

Disambiguation3/5

Tools generally have distinct purposes, but there is overlap between analyze-progress-and-forecasts and ask-about-project-data for progress metrics, and between search-site-photos and ask-about-project-data for capture data. The descriptions include guidance (e.g., 'use analyze-progress for trade visibility'), but an agent may still be uncertain which tool to choose for a given query.

Naming Consistency4/5

All tool names use a consistent lowercase hyphen-separated format with a verb prefix (e.g., list-my-projects, set-focus-project). Most follow a verb-noun structure, though ask-about-project-data and analyze-progress-and-forecasts include prepositions/conjunctions, making them slightly less uniform.

Tool Count5/5

With 7 tools, the server is well-scoped for its purpose: four analysis tools and three context-management tools. Each tool serves a clear role without unnecessary redundancy, and the count aligns well with typical MCP server conventions.

Completeness4/5

The tool set covers the core needs of project progress analysis, natural language querying, photo search, findings comparison, and project context management. Access to detailed records is available through ask-about-project-data, so no major dead ends. Minor gaps include no dedicated tool for just listing captures or viewing project details, but these are addressable via the query tool.

Tool Schema Changelog

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

2 tool updatesAug 5, 2026

Changedask-about-project-data2 fields changed

addedInput schema / properties / cursor

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Cursor"
+}

addedInput schema / properties / limit

Added value: +{
+  "default": 200,
+  "title": "Limit",
+  "type": "integer"
+}

Addedcompare-site-findings

1 tool updateAug 3, 2026

Changedsearch-site-photos1 field changed

addedInput schema / properties / cursor

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Cursor"
+}

2 tool updatesJul 31, 2026

Changedask-about-project-data2 fields changed

addedInput schema / $defs

Added value: +{
+  "ProjectDataSearchScope": {
+    "additionalProperties": false,
+    "properties": {
+      "ids": {
+        "items": {
+          "pattern": "^[0-9]+$",
+          "type": "string"
+        },
+        "maxItems": 200,
+        "title": "Ids",
+        "type": "array"
+      },
+      "mode": {
+        "const": "within_previous_result",
+        "title": "Mode",
+        "type": "string"
+      },
+      "source_table": {
+        "enum": [
+          "elements",
+          "captures",
+          "records",
+          "annotations",
+          "voice_notes",
+          "facilities",
+          "users",
+          "workareas"
+        ],
+        "title": "Source Table",
+        "type": "string"
+      }
+    },
+    "required": [
+      "mode",
+      "source_table",
+      "ids"
+    ],
+    "title": "ProjectDataSearchScope",
+    "type": "object"
+  }
+}

addedInput schema / properties / scope

Added value: +{
+  "anyOf": [
+    {
+      "$ref": "#/$defs/ProjectDataSearchScope"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null
+}

Changedsearch-site-photos2 fields changed

addedInput schema / $defs

Added value: +{
+  "PhotoSearchScope": {
+    "additionalProperties": false,
+    "properties": {
+      "mode": {
+        "const": "within_previous_result",
+        "title": "Mode",
+        "type": "string"
+      },
+      "pano_ids": {
+        "items": {
+          "pattern": "^[0-9]+$",
+          "type": "string"
+        },
+        "maxItems": 200,
+        "title": "Pano Ids",
+        "type": "array"
+      }
+    },
+    "required": [
+      "mode",
+      "pano_ids"
+    ],
+    "title": "PhotoSearchScope",
+    "type": "object"
+  }
+}

addedInput schema / properties / scope

Added value: +{
+  "anyOf": [
+    {
+      "$ref": "#/$defs/PhotoSearchScope"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null
+}

1 tool updateJul 9, 2026

Changedask-about-project-data3 fields changed

addedOutput schema / $defs

Added value: +{
+  "Annotations": {
+    "additionalProperties": true,
+    "properties": {
+      "audience": {
+        "anyOf": [
+          {
+            "items": {
+              "enum": [
+                "user",
+                "assistant"
+              ],
+              "type": "string"
+            },
+            "type": "array"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "title": "Audience"
+      },
+      "priority": {
+        "anyOf": [
+          {
+            "maximum": 1,
+            "minimum": 0,
+            "type": "number"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "title": "Priority"
+      }
+    },
+    "title": "Annotations",
+    "type": "object"
+  },
+  "TextContent": {
+    "additionalProperties": true,
+    "description": "Text content for a message.",
+    "properties": {
+      "_meta": {
+        "anyOf": [
+          {
+            "additionalProperties": true,
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "title": "Meta"
+      },
+      "annotations": {
+        "anyOf": [
+          {
+            "$ref": "#/$defs/Annotations"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null
+      },
+      "text": {
+        "title": "Text",
+        "type": "string"
+      },
+      "type": {
+        "const": "text",
+        "title": "Type",
+        "type": "string"
+      }
+    },
+    "required": [
+      "type",
+      "text"
+    ],
+    "title": "TextContent",
+    "type": "object"
+  }
+}

addedOutput schema / properties / result / items

Added value: +{
+  "$ref": "#/$defs/TextContent"
+}

changedOutput schema / properties / result / type
```
Previous value: -"string"New value: +"array"
```

6 tool updatesJul 7, 2026
- Changedanalyze-progress-and-forecasts1 field changed
  - addedInput schema / properties / user_intent
```
Added value: +{
+  "default": "",
+  "title": "User Intent",
+  "type": "string"
+}
```
- Changedask-about-project-data1 field changed
  - addedInput schema / properties / user_intent
```
Added value: +{
+  "default": "",
+  "title": "User Intent",
+  "type": "string"
+}
```
- Changedcheck-current-project1 field changed
  - addedInput schema / properties / user_intent
```
Added value: +{
+  "default": "",
+  "title": "User Intent",
+  "type": "string"
+}
```
- Changedlist-my-projects1 field changed
  - addedInput schema / properties / user_intent
```
Added value: +{
+  "default": "",
+  "title": "User Intent",
+  "type": "string"
+}
```
- Changedsearch-site-photos1 field changed
  - addedInput schema / properties / user_intent
```
Added value: +{
+  "default": "",
+  "title": "User Intent",
+  "type": "string"
+}
```
- Changedset-focus-project1 field changed
  - addedInput schema / properties / user_intent
```
Added value: +{
+  "default": "",
+  "title": "User Intent",
+  "type": "string"
+}
```
12 tool updatesJun 18, 2026
- Addedanalyze-progress-and-forecasts
- Addedask-about-project-data
- Addedcheck-current-project
- Removedcompass_analyze_work_in_place
- Removedcompass_get_current_project
- Removedcompass_list_projects
- Removedcompass_query_database
- Removedcompass_search_360_captures
- Removedcompass_select_project
- Addedlist-my-projects
- Addedsearch-site-photos
- Addedset-focus-project
12 tool updatesJun 10, 2026
- Addedcompass_analyze_work_in_place
- Addedcompass_get_current_project
- Addedcompass_list_projects
- Addedcompass_query_database
- Addedcompass_search_360_captures
- Addedcompass_select_project
- RemovedgetActiveContext
- RemovedlistFacilities
- RemovedprojectDataExplorer
- RemovedsetActiveContext
- RemovedsiteImageExplorer
- RemovedsiteinsightsAnalyzer
5 tool updatesMay 22, 2026
- AddedgetActiveContext
- ChangedprojectDataExplorer7 fields changed
  - addedInput schema / properties / facility_key / anyOf
```
Added value: +[
+  {
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]
```
  - addedInput schema / properties / facility_key / default
```
Added value: +null
```
  - removedInput schema / properties / facility_key / type
```
Removed value: -"string"
```
  - addedInput schema / properties / team_domain / anyOf
```
Added value: +[
+  {
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]
```
  - addedInput schema / properties / team_domain / default
```
Added value: +null
```
  - removedInput schema / properties / team_domain / type
```
Removed value: -"string"
```
  - changedInput schema / required
```
Previous value: -[
-  "query",
-  "team_domain",
-  "facility_key"
-]New value: +[
+  "query"
+]
```
- AddedsetActiveContext
- ChangedsiteImageExplorer7 fields changed
  - addedInput schema / properties / facility_key / anyOf
```
Added value: +[
+  {
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]
```
  - addedInput schema / properties / facility_key / default
```
Added value: +null
```
  - removedInput schema / properties / facility_key / type
```
Removed value: -"string"
```
  - addedInput schema / properties / team_domain / anyOf
```
Added value: +[
+  {
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]
```
  - addedInput schema / properties / team_domain / default
```
Added value: +null
```
  - removedInput schema / properties / team_domain / type
```
Removed value: -"string"
```
  - changedInput schema / required
```
Previous value: -[
-  "query",
-  "team_domain",
-  "facility_key"
-]New value: +[
+  "query"
+]
```
- ChangedsiteinsightsAnalyzer7 fields changed
  - addedInput schema / properties / facility_key / anyOf
```
Added value: +[
+  {
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]
```
  - addedInput schema / properties / facility_key / default
```
Added value: +null
```
  - removedInput schema / properties / facility_key / type
```
Removed value: -"string"
```
  - addedInput schema / properties / team_domain / anyOf
```
Added value: +[
+  {
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]
```
  - addedInput schema / properties / team_domain / default
```
Added value: +null
```
  - removedInput schema / properties / team_domain / type
```
Removed value: -"string"
```
  - removedInput schema / required
```
Removed value: -[
-  "team_domain",
-  "facility_key"
-]
```
1 tool updateMay 19, 2026
- ChangedlistFacilities2 fields changed
  - addedInput schema / properties / team_domain / default
```
Added value: +null
```
  - removedInput schema / required
```
Removed value: -[
-  "team_domain"
-]
```
1 tool updateMay 18, 2026
- RemovedtradeVisibilityAnalyzer

2 tool updatesMay 15, 2026

ChangedsiteinsightsAnalyzer3 fields changed

addedOutput schema / $defs

Added value: +{
+  "Annotations": {
+    "additionalProperties": true,
+    "properties": {
+      "audience": {
+        "anyOf": [
+          {
+            "items": {
+              "enum": [
+                "user",
+                "assistant"
+              ],
+              "type": "string"
+            },
+            "type": "array"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "title": "Audience"
+      },
+      "priority": {
+        "anyOf": [
+          {
+            "maximum": 1,
+            "minimum": 0,
+            "type": "number"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "title": "Priority"
+      }
+    },
+    "title": "Annotations",
+    "type": "object"
+  },
+  "TextContent": {
+    "additionalProperties": true,
+    "description": "Text content for a message.",
+    "properties": {
+      "_meta": {
+        "anyOf": [
+          {
+            "additionalProperties": true,
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "title": "Meta"
+      },
+      "annotations": {
+        "anyOf": [
+          {
+            "$ref": "#/$defs/Annotations"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null
+      },
+      "text": {
+        "title": "Text",
+        "type": "string"
+      },
+      "type": {
+        "const": "text",
+        "title": "Type",
+        "type": "string"
+      }
+    },
+    "required": [
+      "type",
+      "text"
+    ],
+    "title": "TextContent",
+    "type": "object"
+  }
+}

addedOutput schema / properties / result / items

Added value: +{
+  "$ref": "#/$defs/TextContent"
+}

changedOutput schema / properties / result / type
```
Previous value: -"string"New value: +"array"
```

ChangedtradeVisibilityAnalyzer3 fields changed

addedOutput schema / $defs

Added value: +{
+  "Annotations": {
+    "additionalProperties": true,
+    "properties": {
+      "audience": {
+        "anyOf": [
+          {
+            "items": {
+              "enum": [
+                "user",
+                "assistant"
+              ],
+              "type": "string"
+            },
+            "type": "array"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "title": "Audience"
+      },
+      "priority": {
+        "anyOf": [
+          {
+            "maximum": 1,
+            "minimum": 0,
+            "type": "number"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "title": "Priority"
+      }
+    },
+    "title": "Annotations",
+    "type": "object"
+  },
+  "TextContent": {
+    "additionalProperties": true,
+    "description": "Text content for a message.",
+    "properties": {
+      "_meta": {
+        "anyOf": [
+          {
+            "additionalProperties": true,
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "title": "Meta"
+      },
+      "annotations": {
+        "anyOf": [
+          {
+            "$ref": "#/$defs/Annotations"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null
+      },
+      "text": {
+        "title": "Text",
+        "type": "string"
+      },
+      "type": {
+        "const": "text",
+        "title": "Type",
+        "type": "string"
+      }
+    },
+    "required": [
+      "type",
+      "text"
+    ],
+    "title": "TextContent",
+    "type": "object"
+  }
+}

addedOutput schema / properties / result / items

Added value: +{
+  "$ref": "#/$defs/TextContent"
+}

changedOutput schema / properties / result / type
```
Previous value: -"string"New value: +"array"
```

1 tool updateMay 13, 2026

ChangedsiteImageExplorer3 fields changed

addedOutput schema / $defs / ImageContent

Added value: +{
+  "additionalProperties": true,
+  "description": "Image content for a message.",
+  "properties": {
+    "_meta": {
+      "anyOf": [
+        {
+          "additionalProperties": true,
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Meta"
+    },
+    "annotations": {
+      "anyOf": [
+        {
+          "$ref": "#/$defs/Annotations"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null
+    },
+    "data": {
+      "title": "Data",
+      "type": "string"
+    },
+    "mimeType": {
+      "title": "Mimetype",
+      "type": "string"
+    },
+    "type": {
+      "const": "image",
+      "title": "Type",
+      "type": "string"
+    }
+  },
+  "required": [
+    "type",
+    "data",
+    "mimeType"
+  ],
+  "title": "ImageContent",
+  "type": "object"
+}

removedOutput schema / properties / result / items / $ref
```
Removed value: -"#/$defs/TextContent"
```

addedOutput schema / properties / result / items / anyOf

Added value: +[
+  {
+    "$ref": "#/$defs/TextContent"
+  },
+  {
+    "$ref": "#/$defs/ImageContent"
+  }
+]

1 tool updateMay 12, 2026

ChangedsiteImageExplorer3 fields changed

addedOutput schema / $defs

Added value: +{
+  "Annotations": {
+    "additionalProperties": true,
+    "properties": {
+      "audience": {
+        "anyOf": [
+          {
+            "items": {
+              "enum": [
+                "user",
+                "assistant"
+              ],
+              "type": "string"
+            },
+            "type": "array"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "title": "Audience"
+      },
+      "priority": {
+        "anyOf": [
+          {
+            "maximum": 1,
+            "minimum": 0,
+            "type": "number"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "title": "Priority"
+      }
+    },
+    "title": "Annotations",
+    "type": "object"
+  },
+  "TextContent": {
+    "additionalProperties": true,
+    "description": "Text content for a message.",
+    "properties": {
+      "_meta": {
+        "anyOf": [
+          {
+            "additionalProperties": true,
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "title": "Meta"
+      },
+      "annotations": {
+        "anyOf": [
+          {
+            "$ref": "#/$defs/Annotations"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null
+      },
+      "text": {
+        "title": "Text",
+        "type": "string"
+      },
+      "type": {
+        "const": "text",
+        "title": "Type",
+        "type": "string"
+      }
+    },
+    "required": [
+      "type",
+      "text"
+    ],
+    "title": "TextContent",
+    "type": "object"
+  }
+}

addedOutput schema / properties / result / items

Added value: +{
+  "$ref": "#/$defs/TextContent"
+}

changedOutput schema / properties / result / type
```
Previous value: -"string"New value: +"array"
```

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