Opsphere — DevOps & SRE Intelligence

SonarQube latest analyses

sq_analyses_latest

Read-only

Recent analysis history for a project (optionally filtered by branch). For a full last-scan snapshot (quality gate + metrics + issue counts), use sq_last_scan_summary instead.

Input Schema

Name	Required	Description
`branch`	No
`project`	Yes	SonarQube project key, SonarCloud org_project key (e.g. cepsadigital_my-repo), or sonarcloud.io overview URL
`pageSize`	No	Number of analyses (default 5)
`context_id`	No	Optional explicit Connection Hub work context (ctx_*). Omit to use the conversation's active workspace; global Hub tools ignore it.

Output Schema

Name	Required	Description	Default
`ok`	Yes
`data`	Yes
`contractVersion`	Yes
`dataSchemaVersion`	Yes

Schema Changelog

Changes observed during successful MCP inspections.

Changed23 schema fields changedOct 26, 2026

changedOutput schema / properties / data / additionalProperties
```
Previous value: -trueNew value: +false
```

removedOutput schema / properties / data / properties / analyses

Removed value: -{
-  "$ref": "#/properties/data/properties/projects"
-}

removedOutput schema / properties / data / properties / branches

Removed value: -{
-  "$ref": "#/properties/data/properties/projects"
-}

removedOutput schema / properties / data / properties / count
```
Removed value: -{
-  "type": "number"
-}
```

removedOutput schema / properties / data / properties / duplications

Removed value: -{
-  "$ref": "#/properties/data/properties/projects/items"
-}

addedOutput schema / properties / data / properties / family

Added value: +{
+  "const": "sonarqube",
+  "type": "string"
+}

addedOutput schema / properties / data / properties / gaps

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

removedOutput schema / properties / data / properties / issues

Removed value: -{
-  "$ref": "#/properties/data/properties/projects"
-}

removedOutput schema / properties / data / properties / measures

Removed value: -{
-  "$ref": "#/properties/data/properties/projects"
-}

addedOutput schema / properties / data / properties / operation

Added value: +{
+  "const": "sq_analyses_latest",
+  "type": "string"
+}

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

removedOutput schema / properties / data / properties / project

Removed value: -{
-  "$ref": "#/properties/data/properties/projects/items"
-}

removedOutput schema / properties / data / properties / projects

Removed value: -{
-  "items": {
-    "additionalProperties": true,
-    "properties": {},
-    "type": "object"
-  },
-  "type": "array"
-}

removedOutput schema / properties / data / properties / pullRequests

Removed value: -{
-  "$ref": "#/properties/data/properties/projects"
-}

removedOutput schema / properties / data / properties / qualityGate

Removed value: -{
-  "$ref": "#/properties/data/properties/projects/items"
-}

addedOutput schema / properties / data / properties / records

Added value: +{
+  "items": {
+    "additionalProperties": false,
+    "properties": {
+      "assignee": {
+        "type": "string"
+      },
+      "body": {
+        "type": "string"
+      },
+      "component": {
+        "type": "string"
+      },
+      "createdAt": {
+        "type": "string"
+      },
+      "environment": {
+        "type": "string"
+      },
+      "facts": {
+        "items": {
+          "additionalProperties": false,
+          "properties": {
+            "name": {
+              "type": "string"
+            },
+            "value": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "number"
+                },
+                {
+                  "type": "boolean"
+                },
+                {
+                  "type": "null"
+                },
+                {
+                  "items": {
+                    "type": [
+                      "string",
+                      "number",
+                      "boolean",
+                      "null"
+                    ]
+                  },
+                  "type": "array"
+                }
+              ]
+            }
+          },
+          "required": [
+            "name",
+            "value"
+          ],
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "id": {
+        "type": "string"
+      },
+      "key": {
+        "type": "string"
+      },
+      "name": {
+        "type": "string"
+      },
+      "priority": {
+        "type": "string"
+      },
+      "project": {
+        "type": "string"
+      },
+      "qualityGate": {
+        "type": "string"
+      },
+      "reporter": {
+        "type": "string"
+      },
+      "rule": {
+        "type": "string"
+      },
+      "status": {
+        "type": "string"
+      },
+      "summary": {
+        "type": "string"
+      },
+      "tags": {
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "title": {
+        "type": "string"
+      },
+      "type": {
+        "type": "string"
+      },
+      "updatedAt": {
+        "type": "string"
+      },
+      "url": {
+        "type": "string"
+      }
+    },
+    "required": [
+      "facts"
+    ],
+    "type": "object"
+  },
+  "type": "array"
+}

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

addedOutput schema / properties / data / properties / total

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

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

addedOutput schema / properties / data / properties / warnings

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

addedOutput schema / properties / data / required

Added value: +[
+  "family",
+  "operation",
+  "records",
+  "total",
+  "partial",
+  "truncated",
+  "warnings",
+  "gaps"
+]

addedOutput schema / properties / dataSchemaVersion

Added value: +{
+  "const": 2,
+  "type": "number"
+}

changedOutput schema / required

Previous value: -[
-  "contractVersion",
-  "ok",
-  "data"
-]New value: +[
+  "contractVersion",
+  "dataSchemaVersion",
+  "ok",
+  "data"
+]

First observedOct 15, 2026

TDQS

A3.8/5.0

Behavior3/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false and openWorldHint=false, so the safety profile is fully covered by structured data. The description adds that this is a historical feed rather than a snapshot and that branch scoping is optional, but says nothing about ordering (newest first?), what a history entry contains, or the default page size of 5.

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 tightly written sentences: the positive scope first, the disambiguation second. No filler, no restatement of the tool name, and the most decision-relevant information is front-loaded.

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?

An output schema exists, so return values need not be explained, and annotations cover safety. For a read-only list tool with one required param, the description covers purpose and routing adequately; the only meaningful omissions are result ordering and the default page size of 5.

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 75% and the two most important parameters (project, pageSize) carry their own schema descriptions. The description adds only the notion of optional branch filtering, duplicating what the schema already implies, and says nothing about pageSize defaults or context_id, so it does not meaningfully exceed the schema baseline.

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+resource ('Recent analysis history for a project') and scopes it with 'optionally filtered by branch'. It explicitly contrasts with sq_last_scan_summary, so an agent can tell it apart – though that named alternative is not actually present in the supplied sibling list, which weakens the differentiation slightly.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives an explicit alternative and the condition that selects it: use sq_last_scan_summary when you need a full last-scan snapshot with quality gate, metrics and issue counts. There is no statement of when *not* to use this tool beyond that contrast, and the named alternative is absent from the sibling set, so routing is clear in intent but not fully actionable.

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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