decentraland · dalkia · Aug 7, 2026 · Jul 21, 2026 · Jul 24, 2026 · Aug 3, 2026
@@ -1005,7 +1005,8 @@ await MapRendererContainer
                     bootstrapContainer.DiagnosticsContainer,
                     staticContainer.InputBlock,
                     assetsProvisioner,
-                    debugBuilder
+                    debugBuilder,
+                    staticContainer.ScenesCache
                 ));
 
             if (!localSceneDevelopment)

@@ -299,6 +299,7 @@ public UniTask InitializeAsync(StaticSettings settings, CancellationToken ct)
                 new AssetsCollidersPlugin(sharedDependencies),
                 new AvatarShapePlugin(globalWorld, componentsContainer.ComponentPoolsRegistry, launchMode, useRemoteAssetBundles),
                 new PrimitivesRenderingPlugin(sharedDependencies),
+                new SceneContentStatsPlugin(),
                 new VisibilityPlugin(),
                 new AudioSourcesPlugin(sharedDependencies, container.WebRequestsContainer.WebRequestController, container.CacheCleaner, container.assetsProvisioner),
                 new AudioAnalysisPlugin(sharedDependencies),

@@ -153,7 +153,7 @@ public SceneInstanceDependencies(
             /* Pass dependencies here if they are needed by the systems */
             ecsWorldSharedDependencies = new ECSWorldInstanceSharedDependencies(sceneData, partitionProvider, ecsToCRDTWriter, entitiesMap,
                 ExceptionsHandler, EntityCollidersCache, SceneStateProvider, entityEventsBuilder, ecsMultiThreadSync,
-                systemGroupThrottler, systemsUpdateGate);
+                systemGroupThrottler, systemsUpdateGate, RuntimeMetrics);
 
             ECSWorldFacade = ecsWorldFactory.CreateWorld(new ECSWorldFactoryArgs(ecsWorldSharedDependencies, systemGroupThrottler, sceneData));
             CRDTWorldSynchronizer = new CRDTWorldSynchronizer(ECSWorldFacade.EcsWorld, sdkComponentsRegistry, entityFactory, entitiesMap);

@@ -57,6 +57,21 @@ public McpJsonSchema Object(string name, McpJsonSchema schema, string? descripti
             return AddField(name, field, isRequired);
         }
 
+        /// <summary>Adds an array field whose items are objects described by their own <paramref name="itemSchema" /> builder.</summary>
+        public McpJsonSchema ObjectArray(string name, McpJsonSchema itemSchema, string? description = null, bool isRequired = false)
+        {
+            var field = new JObject
+            {
+                ["type"] = "array",
+                ["items"] = itemSchema.Build(),
+            };
+
+            if (description != null)
+                field["description"] = description;
+
+            return AddField(name, field, isRequired);
+        }
+
         /// <summary>Adds an array field whose items are all integers.</summary>
         public McpJsonSchema IntegerArray(string name, string? description = null, bool isRequired = false)
         {

@@ -120,6 +120,9 @@ public void InjectToWorld(ref ArchSystemsWorldBuilder<Arch.Core.World> builder,
                           .Add(screenshotTool)
                           .Add(new GetPlayerStateTool(globalWorld, arguments.PlayerEntity, exposedCameraData, currentSceneInfo))
                           .Add(new GetSceneStateTool(scenesCache, currentSceneInfo, loadingStatus, localSceneDevelopment))
+                          .Add(new GetSceneContentStatsTool(scenesCache))
+                          .Add(new GetSceneContentBreakdownTool(scenesCache))
+                          .Add(new GetPerformanceStatsTool(scenesCache))
                           .Add(new GetSceneLogsTool(logBuffer))
                           .Add(new TeleportTool(chatMessagesBus, scenesCache, loadingStatus))
                           .Add(new MoveToTool(globalWorldActions, globalWorld, arguments.PlayerEntity))

@@ -0,0 +1,178 @@
+using Cysharp.Threading.Tasks;
+using DCL.McpServer.Core;
+using DCL.McpServer.Tools;
+using DCL.Profiling;
+using DCL.Utilities;
+using ECS.SceneLifeCycle;
+using Newtonsoft.Json.Linq;
+using NSubstitute;
+using NUnit.Framework;
+using SceneRunner.Scene;
+using System.Threading;
+
+namespace DCL.McpServer.Tests
+{
+    public class GetPerformanceStatsToolShould
+    {
+        private IScenesCache scenesCache = null!;
+        private ISceneFacade scene = null!;
+        private SceneRuntimeMetrics runtimeMetrics = null!;
+        private ReactiveProperty<ISceneFacade?> currentScene = null!;
+
+        [SetUp]
+        public void Setup()
+        {
+            runtimeMetrics = new SceneRuntimeMetrics { TargetFps = 30 };
+
+            scene = Substitute.For<ISceneFacade>();
+            scene.RuntimeMetrics.Returns(runtimeMetrics);
+
+            currentScene = new ReactiveProperty<ISceneFacade?>(scene);
+            scenesCache = Substitute.For<IScenesCache>();
+            scenesCache.CurrentScene.Returns(currentScene);
+        }
+
+        [Test]
+        public void ReportRenderStatsFromTheSampledWindow()
+        {
+            // Arrange — 100 frames totalling 2 s: 20 ms average spanning 10–50 ms, 3 above the hiccup bar
+            var tool = new GetPerformanceStatsTool(scenesCache, (_, _, _) =>
+                UniTask.FromResult(new GetPerformanceStatsTool.FrameWindow(100, 2000f, 10f, 50f, 3)));
+
+            // Act
+            var structured = (JObject)Execute(tool).Payload["structuredContent"]!;
+
+            // Assert
+            McpSchemaAssert.KeysMatch(tool.OutputSchema!, structured);
+            Assert.That(structured["framesSampled"]!.Value<int>(), Is.EqualTo(100));
+            Assert.That(structured["averageFps"]!.Value<float>(), Is.EqualTo(50f));
+            Assert.That(structured["minFps"]!.Value<float>(), Is.EqualTo(20f));
+            Assert.That(structured["maxFps"]!.Value<float>(), Is.EqualTo(100f));
+            Assert.That(structured["averageFrameMs"]!.Value<float>(), Is.EqualTo(20f));
+            Assert.That(structured["maxFrameMs"]!.Value<float>(), Is.EqualTo(50f));
+            Assert.That(structured["hiccupFrames"]!.Value<int>(), Is.EqualTo(3));
+        }
+
+        [Test]
+        public void ReportSceneTickStatsOnlyFromTicksInsideTheWindow()
+        {
+            // Arrange — stale pre-window 100 ms ticks would read as 10 fps if they leaked into the window
+            for (var i = 0; i < 10; i++)
+                runtimeMetrics.TickTimesNs.Add(100_000_000);
+
+            var tool = new GetPerformanceStatsTool(scenesCache, (_, _, _) =>
+            {
+                for (var i = 0; i < 4; i++)
+                    runtimeMetrics.TickTimesNs.Add(25_000_000); // 40 fps during the window
+
+                return UniTask.FromResult(SteadyWindow());
+            });
+
+            // Act
+            var structured = (JObject)Execute(tool).Payload["structuredContent"]!;
+            var sceneTick = (JObject)structured["sceneTick"]!;
+
+            // Assert
+            McpSchemaAssert.KeysMatch(tool.OutputSchema!, structured);
+            Assert.That(sceneTick["averageFps"]!.Value<float>(), Is.EqualTo(40f));
+            Assert.That(sceneTick["minFps"]!.Value<float>(), Is.EqualTo(40f));
+            Assert.That(sceneTick["maxFps"]!.Value<float>(), Is.EqualTo(40f));
+            Assert.That(sceneTick["targetFps"]!.Value<int>(), Is.EqualTo(30));
+        }
+
+        [Test]
+        public void ReportNullSceneTickWhenNoTicksLandDuringTheWindow()
+        {
+            // Arrange — the ring holds only stale pre-window ticks, as when the scene is paused
+            for (var i = 0; i < 10; i++)
+                runtimeMetrics.TickTimesNs.Add(100_000_000);
+
+            var tool = new GetPerformanceStatsTool(scenesCache, (_, _, _) => UniTask.FromResult(SteadyWindow()));
+
+            // Act
+            var structured = (JObject)Execute(tool).Payload["structuredContent"]!;
+
+            // Assert
+            Assert.That(structured["sceneTick"]!.Type, Is.EqualTo(JTokenType.Null));
+        }
+
+        [Test]
+        public void ReportNullSceneTickWhenTheSceneChangesMidSample()
+        {
+            // Arrange — the current scene flips during the window, so its ticks describe a mixed window
+            var tool = new GetPerformanceStatsTool(scenesCache, (_, _, _) =>
+            {
+                runtimeMetrics.TickTimesNs.Add(25_000_000);
+                currentScene.Value = null;
+                return UniTask.FromResult(SteadyWindow());
+            });
+
+            // Act
+            var structured = (JObject)Execute(tool).Payload["structuredContent"]!;
+
+            // Assert
+            Assert.That(structured["sceneTick"]!.Type, Is.EqualTo(JTokenType.Null));
+        }
+
+        [Test]
+        public void ClampSampleSecondsBeforeSampling()
+        {
+            // Arrange
+            var receivedSeconds = 0f;
+
+            var tool = new GetPerformanceStatsTool(scenesCache, (seconds, _, _) =>
+            {
+                receivedSeconds = seconds;
+                return UniTask.FromResult(SteadyWindow());
+            });
+
+            // Act
+            var structured = (JObject)Execute(tool, new JObject { ["sampleSeconds"] = 100 }).Payload["structuredContent"]!;
+
+            // Assert
+            Assert.That(receivedSeconds, Is.EqualTo(10f));
+            Assert.That(structured["sampleSeconds"]!.Value<float>(), Is.EqualTo(10f));
+        }
+
+        [Test]
+        public void SampleHiccupsAgainstTheClientWideThreshold()
+        {
+            // Arrange
+            var receivedThresholdMs = 0f;
+
+            var tool = new GetPerformanceStatsTool(scenesCache, (_, thresholdMs, _) =>
+            {
+                receivedThresholdMs = thresholdMs;
+                return UniTask.FromResult(SteadyWindow());
+            });
+
+            // Act
+            var structured = (JObject)Execute(tool).Payload["structuredContent"]!;
+
+            // Assert
+            float expected = Profiler.EffectiveHiccupThresholdNs() / 1_000_000f;
+            Assert.That(receivedThresholdMs, Is.EqualTo(expected));
+            Assert.That(structured["hiccupThresholdMs"], Is.Not.Null);
+        }
+
+        [Test]
+        public void ErrorWhenNoFramesWereSampled()
+        {
+            // Arrange
+            var tool = new GetPerformanceStatsTool(scenesCache, (_, _, _) =>
+                UniTask.FromResult(new GetPerformanceStatsTool.FrameWindow(0, 0f, 0f, 0f, 0)));
+
+            // Act
+            McpToolResult result = Execute(tool);
+
+            // Assert
+            Assert.That(result.Payload["isError"]!.Value<bool>(), Is.True);
+        }
+
+        private static GetPerformanceStatsTool.FrameWindow SteadyWindow() =>
+            new (120, 1920f, 16f, 16f, 0);
+
+        private static McpToolResult Execute(GetPerformanceStatsTool tool, JObject? arguments = null) =>
+            tool.ExecuteAsync(arguments ?? new JObject(), CancellationToken.None).GetAwaiter().GetResult();
+    }
+}