diff --git a/src/core/config/Categories.json b/src/core/config/Categories.json
index 6b0b727c..ad9a1bd9 100644
--- a/src/core/config/Categories.json
+++ b/src/core/config/Categories.json
@@ -338,6 +338,7 @@
             "Extract domains",
             "Extract file paths",
             "Extract dates",
+            "Extract hashes",
             "Regular expression",
             "XPath expression",
             "JPath expression",
diff --git a/src/core/operations/ExtractHashes.mjs b/src/core/operations/ExtractHashes.mjs
new file mode 100644
index 00000000..386aab0e
--- /dev/null
+++ b/src/core/operations/ExtractHashes.mjs
@@ -0,0 +1,84 @@
+/**
+ * @author mshwed [m@ttshwed.com]
+ * @copyright Crown Copyright 2019
+ * @license Apache-2.0
+ */
+
+import Operation from "../Operation.mjs";
+import { search } from "../lib/Extract.mjs";
+
+/**
+ * Extract Hash Values operation
+ */
+class ExtractHashes extends Operation {
+
+    /**
+     * ExtractHashValues constructor
+     */
+    constructor() {
+        super();
+
+        this.name = "Extract hashes";
+        this.module = "Regex";
+        this.description = "Extracts potential hashes based on hash character length";
+        this.infoURL = "https://en.wikipedia.org/wiki/Comparison_of_cryptographic_hash_functions";
+        this.inputType = "string";
+        this.outputType = "string";
+        this.args = [
+            {
+                name: "Hash character length",
+                type: "number",
+                value: 40
+            },
+            {
+                name: "All hashes",
+                type: "boolean",
+                value: false
+            },
+            {
+                name: "Display Total",
+                type: "boolean",
+                value: false
+            }
+        ];
+    }
+
+    /**
+     * @param {string} input
+     * @param {Object[]} args
+     * @returns {string}
+     */
+    run(input, args) {
+        const results = [];
+        let hashCount = 0;
+
+        const [hashLength, searchAllHashes, showDisplayTotal] = args;
+
+        // Convert character length to bit length
+        let hashBitLengths = [(hashLength / 2) * 8];
+
+        if (searchAllHashes) hashBitLengths = [4, 8, 16, 32, 64, 128, 160, 192, 224, 256, 320, 384, 512, 1024];
+
+        for (const hashBitLength of hashBitLengths) {
+            // Convert bit length to character length
+            const hashCharacterLength = (hashBitLength / 8) * 2;
+
+            const regex = new RegExp(`(\\b|^)[a-f0-9]{${hashCharacterLength}}(\\b|$)`, "g");
+            const searchResults = search(input, regex, null, false);
+
+            hashCount += searchResults.length;
+            results.push(...searchResults);
+        }
+
+        let output = "";
+        if (showDisplayTotal) {
+            output = `Total Results: ${hashCount}\n\n`;
+        }
+
+        output = output + results.join("\n");
+        return output;
+    }
+
+}
+
+export default ExtractHashes;
diff --git a/tests/operations/index.mjs b/tests/operations/index.mjs
index 3851e8d9..9d0e418b 100644
--- a/tests/operations/index.mjs
+++ b/tests/operations/index.mjs
@@ -62,6 +62,7 @@ import "./tests/DefangIP.mjs";
 import "./tests/ELFInfo.mjs";
 import "./tests/Enigma.mjs";
 import "./tests/ExtractEmailAddresses.mjs";
+import "./tests/ExtractHashes.mjs";
 import "./tests/Float.mjs";
 import "./tests/FileTree.mjs";
 import "./tests/FletcherChecksum.mjs";
diff --git a/tests/operations/tests/ExtractHashes.mjs b/tests/operations/tests/ExtractHashes.mjs
new file mode 100644
index 00000000..fe739418
--- /dev/null
+++ b/tests/operations/tests/ExtractHashes.mjs
@@ -0,0 +1,77 @@
+/**
+ * ExtractHashes tests.
+ *
+ * @author mshwed [m@ttshwed.com]
+ * @copyright Crown Copyright 2024
+ * @license Apache-2.0
+ */
+import TestRegister from "../../lib/TestRegister.mjs";
+
+TestRegister.addTests([
+    {
+        name: "Extract MD5 hash",
+        input: "The quick brown fox jumps over the lazy dog\n\nMD5: 9e107d9d372bb6826bd81d3542a419d6",
+        expectedOutput: "9e107d9d372bb6826bd81d3542a419d6",
+        recipeConfig: [
+            {
+                "op": "Extract hashes",
+                "args": [32, false, false]
+            },
+        ],
+    },
+    {
+        name: "Extract SHA1 hash",
+        input: "The quick brown fox jumps over the lazy dog\n\nSHA1: 2fd4e1c67a2d28fced849ee1bb76e7391b93eb12",
+        expectedOutput: "2fd4e1c67a2d28fced849ee1bb76e7391b93eb12",
+        recipeConfig: [
+            {
+                "op": "Extract hashes",
+                "args": [40, false, false]
+            },
+        ],
+    },
+    {
+        name: "Extract SHA256 hash",
+        input: "The quick brown fox jumps over the lazy dog\n\nSHA256: d7a8fbb307d7809469ca9abcb0082e4f8d5651e46d3cdb762d02d0bf37c9e592",
+        expectedOutput: "d7a8fbb307d7809469ca9abcb0082e4f8d5651e46d3cdb762d02d0bf37c9e592",
+        recipeConfig: [
+            {
+                "op": "Extract hashes",
+                "args": [64, false, false]
+            },
+        ],
+    },
+    {
+        name: "Extract SHA512 hash",
+        input: "The quick brown fox jumps over the lazy dog\n\nSHA512: 07e547d9586f6a73f73fbac0435ed76951218fb7d0c8d788a309d785436bbb642e93a252a954f23912547d1e8a3b5ed6e1bfd7097821233fa0538f3db854fee6",
+        expectedOutput: "07e547d9586f6a73f73fbac0435ed76951218fb7d0c8d788a309d785436bbb642e93a252a954f23912547d1e8a3b5ed6e1bfd7097821233fa0538f3db854fee6",
+        recipeConfig: [
+            {
+                "op": "Extract hashes",
+                "args": [128, false, false]
+            },
+        ],
+    },
+    {
+        name: "Extract all hashes",
+        input: "The quick brown fox jumps over the lazy dog\n\nMD5: 9e107d9d372bb6826bd81d3542a419d6\nSHA1: 2fd4e1c67a2d28fced849ee1bb76e7391b93eb12\nSHA256: d7a8fbb307d7809469ca9abcb0082e4f8d5651e46d3cdb762d02d0bf37c9e592",
+        expectedOutput: "9e107d9d372bb6826bd81d3542a419d6\n2fd4e1c67a2d28fced849ee1bb76e7391b93eb12\nd7a8fbb307d7809469ca9abcb0082e4f8d5651e46d3cdb762d02d0bf37c9e592",
+        recipeConfig: [
+            {
+                "op": "Extract hashes",
+                "args": [0, true, false]
+            },
+        ],
+    },
+    {
+        name: "Extract hashes with total count",
+        input: "The quick brown fox jumps over the lazy dog\n\nMD5: 9e107d9d372bb6826bd81d3542a419d6\nSHA1: 2fd4e1c67a2d28fced849ee1bb76e7391b93eb12\nSHA256: d7a8fbb307d7809469ca9abcb0082e4f8d5651e46d3cdb762d02d0bf37c9e592",
+        expectedOutput: "Total Results: 3\n\n9e107d9d372bb6826bd81d3542a419d6\n2fd4e1c67a2d28fced849ee1bb76e7391b93eb12\nd7a8fbb307d7809469ca9abcb0082e4f8d5651e46d3cdb762d02d0bf37c9e592",
+        recipeConfig: [
+            {
+                "op": "Extract hashes",
+                "args": [0, true, true]
+            },
+        ],
+    }
+]);