diff --git a/debug/cluster.html b/debug/cluster.html
index 019160c9409..612c0b5b0f1 100644
--- a/debug/cluster.html
+++ b/debug/cluster.html
@@ -20,7 +20,7 @@
 
 var map = window.map = new mapboxgl.Map({
     container: 'map',
-    zoom: 0,
+    zoom: 1,
     center: [0, 0],
     style: 'mapbox://styles/mapbox/cjf4m44iw0uza2spb3q0a7s41',
     hash: true
@@ -31,7 +31,12 @@
         "type": "geojson",
         "data": "/test/integration/data/places.geojson",
         "cluster": true,
-        "clusterRadius": 50
+        "clusterRadius": 50,
+        "clusterProperties": {
+            "max": ["max", 0, ["get", "scalerank"]],
+            "sum": ["+", 0, ["get", "scalerank"]],
+            "has_island": ["any", false, ["==", ["get", "featureclass"], "island"]]
+        }
     });
     map.addLayer({
         "id": "cluster",
@@ -39,7 +44,7 @@
         "source": "geojson",
         "filter": ["==", "cluster", true],
         "paint": {
-            "circle-color": "rgba(0, 200, 0, 1)",
+            "circle-color": ["case", ["get", "has_island"], "orange", "rgba(0, 200, 0, 1)"],
             "circle-radius": 20
         }
     });
@@ -49,7 +54,7 @@
         "source": "geojson",
         "filter": ["==", "cluster", true],
         "layout": {
-            "text-field": "{point_count}",
+            "text-field": "{point_count} ({max})",
             "text-font": ["Open Sans Semibold", "Arial Unicode MS Bold"],
             "text-size": 12,
             "text-allow-overlap": true,
diff --git a/src/source/geojson_source.js b/src/source/geojson_source.js
index c82d2589467..cfcf397ae8c 100644
--- a/src/source/geojson_source.js
+++ b/src/source/geojson_source.js
@@ -139,7 +139,8 @@ class GeoJSONSource extends Evented implements Source {
                 extent: EXTENT,
                 radius: (options.clusterRadius || 50) * scale,
                 log: false
-            }
+            },
+            clusterProperties: options.clusterProperties
         }, options.workerOptions);
     }
 
diff --git a/src/source/geojson_worker_source.js b/src/source/geojson_worker_source.js
index d8219e90880..cb569e8650a 100644
--- a/src/source/geojson_worker_source.js
+++ b/src/source/geojson_worker_source.js
@@ -10,6 +10,7 @@ import Supercluster from 'supercluster';
 import geojsonvt from 'geojson-vt';
 import assert from 'assert';
 import VectorTileWorkerSource from './vector_tile_worker_source';
+import { createExpression } from '../style-spec/expression';
 
 import type {
     WorkerTileParameters,
@@ -30,7 +31,8 @@ export type LoadGeoJSONParameters = {
     source: string,
     cluster: boolean,
     superclusterOptions?: Object,
-    geojsonVtOptions?: Object
+    geojsonVtOptions?: Object,
+    clusterProperties?: Object
 };
 
 export type LoadGeoJSON = (params: LoadGeoJSONParameters, callback: ResponseCallback<Object>) => void;
@@ -171,7 +173,7 @@ class GeoJSONWorkerSource extends VectorTileWorkerSource {
 
                 try {
                     this._geoJSONIndex = params.cluster ?
-                        new Supercluster(params.superclusterOptions).load(data.features) :
+                        new Supercluster(getSuperclusterOptions(params)).load(data.features) :
                         geojsonvt(data, params.geojsonVtOptions);
                 } catch (err) {
                     return callback(err);
@@ -293,4 +295,57 @@ class GeoJSONWorkerSource extends VectorTileWorkerSource {
     }
 }
 
+function getSuperclusterOptions({superclusterOptions, clusterProperties}) {
+    if (!clusterProperties || !superclusterOptions) return superclusterOptions;
+
+    const initialValues = {};
+    const mapExpressions = {};
+    const reduceExpressions = {};
+    const globals = {accumulated: null, zoom: 0};
+    const feature = {properties: null};
+    const propertyNames = Object.keys(clusterProperties);
+
+    for (const key of propertyNames) {
+        const [operator, initialExpression, mapExpression] = clusterProperties[key];
+
+        const initialExpressionParsed = createExpression(initialExpression);
+        const mapExpressionParsed = createExpression(mapExpression);
+        const reduceExpressionParsed = createExpression(
+            typeof operator === 'string' ? [operator, ['accumulated'], ['get', key]] : operator);
+
+        assert(initialExpressionParsed.result === 'success');
+        assert(mapExpressionParsed.result === 'success');
+        assert(reduceExpressionParsed.result === 'success');
+
+        initialValues[key] = (initialExpressionParsed.value: any).evaluate(globals);
+        mapExpressions[key] = mapExpressionParsed.value;
+        reduceExpressions[key] = reduceExpressionParsed.value;
+    }
+
+    superclusterOptions.initial = () => {
+        const properties = {};
+        for (const key of propertyNames) {
+            properties[key] = initialValues[key];
+        }
+        return properties;
+    };
+    superclusterOptions.map = (pointProperties) => {
+        feature.properties = pointProperties;
+        const properties = {};
+        for (const key of propertyNames) {
+            properties[key] = mapExpressions[key].evaluate(globals, feature);
+        }
+        return properties;
+    };
+    superclusterOptions.reduce = (accumulated, clusterProperties) => {
+        feature.properties = clusterProperties;
+        for (const key of propertyNames) {
+            globals.accumulated = accumulated[key];
+            accumulated[key] = reduceExpressions[key].evaluate(globals, feature);
+        }
+    };
+
+    return superclusterOptions;
+}
+
 export default GeoJSONWorkerSource;
diff --git a/src/style-spec/expression/definitions/index.js b/src/style-spec/expression/definitions/index.js
index 1e37a007fb6..af32c11d37f 100644
--- a/src/style-spec/expression/definitions/index.js
+++ b/src/style-spec/expression/definitions/index.js
@@ -201,6 +201,11 @@ CompoundExpression.register(expressions, {
         [],
         (ctx) => ctx.globals.lineProgress || 0
     ],
+    'accumulated': [
+        ValueType,
+        [],
+        (ctx) => ctx.globals.accumulated === undefined ? null : ctx.globals.accumulated
+    ],
     '+': [
         NumberType,
         varargs(NumberType),
diff --git a/src/style-spec/expression/index.js b/src/style-spec/expression/index.js
index 7a92e3d2423..6ba02a0f6cf 100644
--- a/src/style-spec/expression/index.js
+++ b/src/style-spec/expression/index.js
@@ -38,7 +38,8 @@ export type GlobalProperties = $ReadOnly<{
     zoom: number,
     heatmapDensity?: number,
     lineProgress?: number,
-    isSupportedScript?: (string) => boolean
+    isSupportedScript?: (string) => boolean,
+    accumulated?: Value
 }>;
 
 export class StyleExpression {
@@ -49,12 +50,12 @@ export class StyleExpression {
     _warningHistory: {[key: string]: boolean};
     _enumValues: ?{[string]: any};
 
-    constructor(expression: Expression, propertySpec: StylePropertySpecification) {
+    constructor(expression: Expression, propertySpec: ?StylePropertySpecification) {
         this.expression = expression;
         this._warningHistory = {};
         this._evaluator = new EvaluationContext();
-        this._defaultValue = getDefaultValue(propertySpec);
-        this._enumValues = propertySpec.type === 'enum' ? propertySpec.values : null;
+        this._defaultValue = propertySpec ? getDefaultValue(propertySpec) : null;
+        this._enumValues = propertySpec && propertySpec.type === 'enum' ? propertySpec.values : null;
     }
 
     evaluateWithoutErrorHandling(globals: GlobalProperties, feature?: Feature, featureState?: FeatureState): any {
@@ -105,12 +106,12 @@ export function isExpression(expression: mixed) {
  *
  * @private
  */
-export function createExpression(expression: mixed, propertySpec: StylePropertySpecification): Result<StyleExpression, Array<ParsingError>> {
-    const parser = new ParsingContext(definitions, [], getExpectedType(propertySpec));
+export function createExpression(expression: mixed, propertySpec: ?StylePropertySpecification): Result<StyleExpression, Array<ParsingError>> {
+    const parser = new ParsingContext(definitions, [], propertySpec ? getExpectedType(propertySpec) : undefined);
 
     // For string-valued properties, coerce to string at the top level rather than asserting.
     const parsed = parser.parse(expression, undefined, undefined, undefined,
-        propertySpec.type === 'string' ? {typeAnnotation: 'coerce'} : undefined);
+        propertySpec && propertySpec.type === 'string' ? {typeAnnotation: 'coerce'} : undefined);
 
     if (!parsed) {
         assert(parser.errors.length > 0);
diff --git a/src/style-spec/expression/parsing_context.js b/src/style-spec/expression/parsing_context.js
index a92e5dd53ba..a525cc08469 100644
--- a/src/style-spec/expression/parsing_context.js
+++ b/src/style-spec/expression/parsing_context.js
@@ -226,5 +226,5 @@ function isConstant(expression: Expression) {
     }
 
     return isFeatureConstant(expression) &&
-        isGlobalPropertyConstant(expression, ['zoom', 'heatmap-density', 'line-progress', 'is-supported-script']);
+        isGlobalPropertyConstant(expression, ['zoom', 'heatmap-density', 'line-progress', 'accumulated', 'is-supported-script']);
 }
diff --git a/src/style-spec/reference/v8.json b/src/style-spec/reference/v8.json
index dc1127d1cdb..174dfbbd51b 100644
--- a/src/style-spec/reference/v8.json
+++ b/src/style-spec/reference/v8.json
@@ -373,6 +373,10 @@
       "type": "number",
       "doc": "Max zoom on which to cluster points if clustering is enabled. Defaults to one zoom less than maxzoom (so that last zoom features are not clustered)."
     },
+    "clusterProperties": {
+      "type": "*",
+      "doc": "An object defining custom properties on the generated clusters if clustering is enabled, aggregating values from clustered points. Has the form `{\"property_name\": [operator, initial_expression, map_expression]}`. `operator` is any expression function that accepts at least 2 operands (e.g. `\"+\"` or `\"max\"`) — it accumulates the property value from clusters/points the cluster contains; `initial_expression` evaluates the initial value of the property before accummulating other points/clusters; `map_expression` produces the value of a single point.\n\nExample: `{\"sum\": [\"+\", 0, [\"get\", \"scalerank\"]]}`.\n\nFor more advanced use cases, in place of `operator`, you can use a custom reduce expression that references a special `[\"accumulated\"]` value, e.g.:\n`{\"sum\": [[\"+\", [\"accumulated\"], [\"get\", \"sum\"]], 0, [\"get\", \"scalerank\"]]}`"
+    },
     "lineMetrics": {
       "type": "boolean",
       "default": false,
@@ -2803,6 +2807,15 @@
           }
         }
       },
+      "accumulated": {
+        "doc": "Gets the value of a cluster property accumulated so far. Can only be used in the `clusterProperties` option of a clustered GeoJSON source.",
+        "group": "Feature data",
+        "sdk-support": {
+          "basic functionality": {
+            "js": "0.53.0"
+          }
+        }
+      },
       "+": {
         "doc": "Returns the sum of the inputs.",
         "group": "Math",
diff --git a/src/style-spec/types.js b/src/style-spec/types.js
index 100fddeae67..4b0ddc77395 100644
--- a/src/style-spec/types.js
+++ b/src/style-spec/types.js
@@ -121,6 +121,7 @@ export type GeoJSONSourceSpecification = {|
     "cluster"?: boolean,
     "clusterRadius"?: number,
     "clusterMaxZoom"?: number,
+    "clusterProperties"?: mixed,
     "lineMetrics"?: boolean,
     "generateId"?: boolean
 |}
diff --git a/src/style-spec/validate/validate_expression.js b/src/style-spec/validate/validate_expression.js
index eea82f9e7a9..d30e85a4ba6 100644
--- a/src/style-spec/validate/validate_expression.js
+++ b/src/style-spec/validate/validate_expression.js
@@ -4,7 +4,7 @@ import ValidationError from '../error/validation_error';
 
 import { createExpression, createPropertyExpression } from '../expression';
 import { deepUnbundle } from '../util/unbundle_jsonlint';
-import { isStateConstant } from '../expression/is_constant';
+import { isStateConstant, isGlobalPropertyConstant, isFeatureConstant } from '../expression/is_constant';
 
 export default function validateExpression(options: any): Array<ValidationError> {
     const expression = (options.expressionContext === 'property' ? createPropertyExpression : createExpression)(deepUnbundle(options.value), options.valueSpec);
@@ -14,19 +14,30 @@ export default function validateExpression(options: any): Array<ValidationError>
         });
     }
 
+    const expressionObj = (expression.value: any).expression || (expression.value: any)._styleExpression.expression;
+
     if (options.expressionContext === 'property' && (options.propertyKey === 'text-font') &&
-        (expression.value: any)._styleExpression.expression.possibleOutputs().indexOf(undefined) !== -1) {
+        expressionObj.possibleOutputs().indexOf(undefined) !== -1) {
         return [new ValidationError(options.key, options.value, `Invalid data expression for "${options.propertyKey}". Output values must be contained as literals within the expression.`)];
     }
 
     if (options.expressionContext === 'property' && options.propertyType === 'layout' &&
-        (!isStateConstant((expression.value: any)._styleExpression.expression))) {
+        (!isStateConstant(expressionObj))) {
         return [new ValidationError(options.key, options.value, '"feature-state" data expressions are not supported with layout properties.')];
     }
 
-    if (options.expressionContext === 'filter' && !isStateConstant((expression.value: any).expression)) {
+    if (options.expressionContext === 'filter' && !isStateConstant(expressionObj)) {
         return [new ValidationError(options.key, options.value, '"feature-state" data expressions are not supported with filters.')];
     }
 
+    if (options.expressionContext && options.expressionContext.indexOf('cluster') === 0) {
+        if (!isGlobalPropertyConstant(expressionObj, ['zoom', 'feature-state'])) {
+            return [new ValidationError(options.key, options.value, '"zoom" and "feature-state" expressions are not supported with cluster properties.')];
+        }
+        if (options.expressionContext === 'cluster-initial' && !isFeatureConstant(expressionObj)) {
+            return [new ValidationError(options.key, options.value, 'Feature data expressions are not supported with initial expression part of cluster properties.')];
+        }
+    }
+
     return [];
 }
diff --git a/src/style-spec/validate/validate_source.js b/src/style-spec/validate/validate_source.js
index f1f13a174d1..5499a4af546 100644
--- a/src/style-spec/validate/validate_source.js
+++ b/src/style-spec/validate/validate_source.js
@@ -3,6 +3,7 @@ import ValidationError from '../error/validation_error';
 import { unbundle } from '../util/unbundle_jsonlint';
 import validateObject from './validate_object';
 import validateEnum from './validate_enum';
+import validateExpression from './validate_expression';
 
 export default function validateSource(options) {
     const value = options.value;
@@ -15,19 +16,19 @@ export default function validateSource(options) {
     }
 
     const type = unbundle(value.type);
-    let errors = [];
+    let errors;
 
     switch (type) {
     case 'vector':
     case 'raster':
     case 'raster-dem':
-        errors = errors.concat(validateObject({
+        errors = validateObject({
             key,
             value,
             valueSpec: styleSpec[`source_${type.replace('-', '_')}`],
             style: options.style,
             styleSpec
-        }));
+        });
         if ('url' in value) {
             for (const prop in value) {
                 if (['type', 'url', 'tileSize'].indexOf(prop) < 0) {
@@ -38,13 +39,36 @@ export default function validateSource(options) {
         return errors;
 
     case 'geojson':
-        return validateObject({
+        errors = validateObject({
             key,
             value,
             valueSpec: styleSpec.source_geojson,
             style,
             styleSpec
         });
+        if (value.cluster) {
+            for (const prop in value.clusterProperties) {
+                const [operator, initialExpr, mapExpr] = value.clusterProperties[prop];
+                const reduceExpr = typeof operator === 'string' ? [operator, ['accumulated'], ['get', prop]] : operator;
+
+                errors.push(...validateExpression({
+                    key: `${key}.${prop}.initial`,
+                    value: initialExpr,
+                    expressionContext: 'cluster-initial'
+                }));
+                errors.push(...validateExpression({
+                    key: `${key}.${prop}.map`,
+                    value: mapExpr,
+                    expressionContext: 'cluster-map'
+                }));
+                errors.push(...validateExpression({
+                    key: `${key}.${prop}.reduce`,
+                    value: reduceExpr,
+                    expressionContext: 'cluster-reduce'
+                }));
+            }
+        }
+        return errors;
 
     case 'video':
         return validateObject({
@@ -65,8 +89,7 @@ export default function validateSource(options) {
         });
 
     case 'canvas':
-        errors.push(new ValidationError(key, null, `Please use runtime APIs to add canvas sources, rather than including them in stylesheets.`, 'source.canvas'));
-        return errors;
+        return [new ValidationError(key, null, `Please use runtime APIs to add canvas sources, rather than including them in stylesheets.`, 'source.canvas')];
 
     default:
         return validateEnum({
diff --git a/test/integration/render-tests/geojson/clustered-properties/expected.png b/test/integration/render-tests/geojson/clustered-properties/expected.png
new file mode 100644
index 00000000000..a1fb2060a2c
Binary files /dev/null and b/test/integration/render-tests/geojson/clustered-properties/expected.png differ
diff --git a/test/integration/render-tests/geojson/clustered-properties/style.json b/test/integration/render-tests/geojson/clustered-properties/style.json
new file mode 100644
index 00000000000..374ac0a3cb1
--- /dev/null
+++ b/test/integration/render-tests/geojson/clustered-properties/style.json
@@ -0,0 +1,78 @@
+{
+  "version": 8,
+  "metadata": {
+    "test": {
+      "width": 256,
+      "height": 128
+    }
+  },
+  "center": [
+    -10,
+    -5
+  ],
+  "zoom": 0,
+  "sources": {
+    "geojson": {
+      "type": "geojson",
+      "data": "local://data/places.geojson",
+      "cluster": true,
+      "clusterRadius": 50,
+      "clusterProperties": {
+        "max": ["max", 0, ["get", "scalerank"]],
+        "sum": ["+", 0, ["get", "scalerank"]],
+        "has_island": ["any", false, ["==", ["get", "featureclass"], "island"]]
+      }
+    }
+  },
+  "glyphs": "local://glyphs/{fontstack}/{range}.pbf",
+  "layers": [
+    {
+      "id": "cluster",
+      "type": "circle",
+      "source": "geojson",
+      "filter": [
+        "==",
+        "cluster",
+        true
+      ],
+      "paint": {
+        "circle-color": ["case", ["get", "has_island"], "orange", "rgba(0, 200, 0, 1)"],
+        "circle-radius": 20
+      }
+    },
+    {
+      "id": "cluster_label",
+      "type": "symbol",
+      "source": "geojson",
+      "filter": [
+        "==",
+        "cluster",
+        true
+      ],
+      "layout": {
+        "text-field": "{sum},{max}",
+        "text-font": [
+          "Open Sans Semibold",
+          "Arial Unicode MS Bold"
+        ],
+        "text-size": 12,
+        "text-allow-overlap": true,
+        "text-ignore-placement": true
+      }
+    },
+    {
+      "id": "unclustered_point",
+      "type": "circle",
+      "source": "geojson",
+      "filter": [
+        "!=",
+        "cluster",
+        true
+      ],
+      "paint": {
+        "circle-color": "rgba(0, 0, 200, 1)",
+        "circle-radius": 10
+      }
+    }
+  ]
+}
diff --git a/test/unit/style-spec/fixture/sources.input.json b/test/unit/style-spec/fixture/sources.input.json
index 42f9eca151c..f5d051a4879 100644
--- a/test/unit/style-spec/fixture/sources.input.json
+++ b/test/unit/style-spec/fixture/sources.input.json
@@ -40,6 +40,16 @@
       "coordinates": [
         [1, 2], [3, 4], [5, 6], [7, 8]
       ]
+    },
+    "cluster-properties": {
+      "type": "geojson",
+      "data": "/test/integration/data/places.geojson",
+      "cluster": true,
+      "clusterProperties": {
+        "initial": ["+", ["get", "scalerank"], 0],
+        "zoom": ["+", 0, ["zoom"]],
+        "state": ["+", 0, ["feature-state", "foo"]]
+      }
     }
   },
   "layers": []
diff --git a/test/unit/style-spec/fixture/sources.output.json b/test/unit/style-spec/fixture/sources.output.json
index 044366615d2..66d03b3eba5 100644
--- a/test/unit/style-spec/fixture/sources.output.json
+++ b/test/unit/style-spec/fixture/sources.output.json
@@ -38,5 +38,17 @@
   {
     "message": "sources.canvas: Please use runtime APIs to add canvas sources, rather than including them in stylesheets.",
     "identifier": "source.canvas"
+  },
+  {
+    "message": "sources.cluster-properties.initial.initial: Feature data expressions are not supported with initial expression part of cluster properties.",
+    "line": 49
+  },
+  {
+    "message": "sources.cluster-properties.zoom.map: \"zoom\" and \"feature-state\" expressions are not supported with cluster properties.",
+    "line": 50
+  },
+  {
+    "message": "sources.cluster-properties.state.map: \"zoom\" and \"feature-state\" expressions are not supported with cluster properties.",
+    "line": 51
   }
-]
\ No newline at end of file
+]