diff --git a/src/environments/array.js b/src/environments/array.js
index 9462f8fe..61929c23 100644
--- a/src/environments/array.js
+++ b/src/environments/array.js
@@ -30,8 +30,20 @@ export type ArrayEnvNodeData = {
     // initialization.
     body?: ParseNode<*>[][], // List of rows in the (2D) array.
     rowGaps?: number[],
+    numHLinesBeforeRow?: number[],
 };
 
+function getNumHLines(parser: Parser): number {
+    let n = 0;
+    parser.consumeSpaces();
+    while (parser.nextToken.text === "\\hline") {
+        parser.consume();
+        n++;
+        parser.consumeSpaces();
+    }
+    return n;
+}
+
 /**
  * Parse the body of the environment, with rows delimited by \\ and
  * columns delimited by &, and create a nested list in row-major order
@@ -46,6 +58,11 @@ function parseArray(
     let row = [];
     const body = [row];
     const rowGaps = [];
+    const numHLinesBeforeRow = [];
+
+    // Test for \hline at the top of the array.
+    numHLinesBeforeRow.push(getNumHLines(parser));
+
     while (true) {  // eslint-disable-line no-constant-condition
         let cell = parser.parseExpression(false, undefined);
         cell = new ParseNode("ordgroup", cell, parser.mode);
@@ -76,6 +93,10 @@ function parseArray(
                 throw new ParseError(`Failed to parse function after ${next}`);
             }
             rowGaps.push(cr.value.size);
+
+            // check for \hline(s) following the row separator
+            numHLinesBeforeRow.push(getNumHLines(parser));
+
             row = [];
             body.push(row);
         } else {
@@ -85,6 +106,7 @@ function parseArray(
     }
     result.body = body;
     result.rowGaps = rowGaps;
+    result.numHLinesBeforeRow = numHLinesBeforeRow;
     return new ParseNode("array", result, parser.mode);
 }
 
@@ -110,8 +132,10 @@ const htmlBuilder = function(group, options) {
     let r;
     let c;
     const nr = group.value.body.length;
+    const numHLinesBeforeRow = group.value.numHLinesBeforeRow;
     let nc = 0;
     let body = new Array(nr);
+    const hlinePos = [];
 
     // Horizontal spacing
     const pt = 1 / options.fontMetrics().ptPerEm;
@@ -130,6 +154,15 @@ const htmlBuilder = function(group, options) {
     const arstrutDepth = 0.3 * arrayskip;  // \@arstrutbox in lttab.dtx
 
     let totalHeight = 0;
+
+    // Set a position for \hline(s) at the top of the array, if any.
+    for (let i = 1; i <= numHLinesBeforeRow[0]; i++) {
+        if (i >  1) {              // The first \hline doesn't add to height.
+            totalHeight += 0.25;
+        }
+        hlinePos.push(totalHeight);
+    }
+
     for (r = 0; r < group.value.body.length; ++r) {
         const inrow = group.value.body[r];
         let height = arstrutHeight; // \@array adds an \@arstrut
@@ -175,6 +208,14 @@ const htmlBuilder = function(group, options) {
         outrow.pos = totalHeight;
         totalHeight += depth + gap; // \@yargarraycr
         body[r] = outrow;
+
+        // Set a position for \hline(s), if any.
+        for (let i = 1; i <= numHLinesBeforeRow[r + 1]; i++) {
+            if (i >  1) {               // the first \hline doesn't add height
+                totalHeight += 0.25;
+            }
+            hlinePos.push(totalHeight);
+        }
     }
 
     const offset = totalHeight / 2 + options.fontMetrics().axisHeight;
@@ -266,6 +307,21 @@ const htmlBuilder = function(group, options) {
         }
     }
     body = buildCommon.makeSpan(["mtable"], cols);
+
+    // Add \hline(s), if any.
+    if (hlinePos.length > 0) {
+        const line = buildCommon.makeLineSpan("hline", options, 0.05);
+        const vListChildren = [{type: "elem", elem: body, shift: 0}];
+        while (hlinePos.length > 0) {
+            const lineShift = hlinePos.pop() - offset;
+            vListChildren.push({type: "elem", elem: line, shift: lineShift});
+        }
+        body = buildCommon.makeVList({
+            positionType: "individualShift",
+            children: vListChildren,
+        }, options);
+    }
+
     return buildCommon.makeSpan(["mord"], [body], options);
 };
 
diff --git a/src/katex.less b/src/katex.less
index b199a4d6..b62c5acf 100644
--- a/src/katex.less
+++ b/src/katex.less
@@ -11,7 +11,8 @@
 
         .mfrac .frac-line,
         .overline .overline-line,
-        .underline .underline-line {
+        .underline .underline-line,
+        .hline {
             min-height: 1px;
         }
     }
@@ -317,7 +318,8 @@
     }
 
     .overline .overline-line,
-    .underline .underline-line {
+    .underline .underline-line,
+    .hline {
         display: inline-block;
         width: 100%;
         border-bottom-style: solid;
diff --git a/test/katex-spec.js b/test/katex-spec.js
index adc65f3b..e629dc62 100644
--- a/test/katex-spec.js
+++ b/test/katex-spec.js
@@ -1356,6 +1356,10 @@ describe("A begin/end parser", function() {
         expect("\\begin{array}{cc}a&b\\\\c&d\\end{array}").toParse();
     });
 
+    it("should parse an environment with hlines", function() {
+        expect("\\begin{matrix}\\hline a&b\\\\ \\hline c&d\\end{matrix}").toParse();
+    });
+
     it("should error when name is mismatched", function() {
         expect("\\begin{matrix}a&b\\\\c&d\\end{pmatrix}").toNotParse();
     });
diff --git a/test/screenshotter/images/Hline-chrome.png b/test/screenshotter/images/Hline-chrome.png
new file mode 100644
index 00000000..6a8ebb06
Binary files /dev/null and b/test/screenshotter/images/Hline-chrome.png differ
diff --git a/test/screenshotter/images/Hline-firefox.png b/test/screenshotter/images/Hline-firefox.png
new file mode 100644
index 00000000..6f3e5656
Binary files /dev/null and b/test/screenshotter/images/Hline-firefox.png differ
diff --git a/test/screenshotter/ss_data.yaml b/test/screenshotter/ss_data.yaml
index 64d318be..99f18d1a 100644
--- a/test/screenshotter/ss_data.yaml
+++ b/test/screenshotter/ss_data.yaml
@@ -124,6 +124,7 @@ GroupMacros:
         \startExp: e^\bgroup
         \endExp: \egroup
     tex: \startExp a+b\endExp
+Hline: \begin{array}{c|c}\hline \hline \hline  a & b \\ \hline \hline \hline c & d \end{array}  \quad \frac{\begin{pmatrix} a & b \\ \hline c & d \\ \hline \hline \hline\end{pmatrix}} 2  \quad \begin{bmatrix}\hline  a & b \\ \hline c & d \\ \hline e & f \end{bmatrix}
 HorizontalBraces: \overbrace{\displaystyle{\oint_S{\vec E\cdot\hat n\,\mathrm d a}}}^\text{emf} = \underbrace{\frac{q_{\text{enc}}}{\varepsilon_0}}_{\text{charge}}
 KaTeX:
     tex: \KaTeX