diff --git a/logger.js b/logger.js
new file mode 100644
index 00000000000..880b2b172b4
--- /dev/null
+++ b/logger.js
@@ -0,0 +1,38 @@
+const { createLogger, format, transports } = require('winston');
+const winstonTimestampColorize = require('winston-timestamp-colorize');
+
+const customFormat = format.combine(
+  format.timestamp({ format: 'YYYY-MM-DD HH:mm:ss' }), 
+  winstonTimestampColorize(), 
+  format.colorize({all:true}), 
+  format.printf(({ level, timestamp, message, stack, tool_name, url }) => {
+  
+    let logMessage = `${level} at ${timestamp}`;
+    logMessage += `\n${message}`;
+      if (tool_name) {
+        logMessage += `\n   Tool: ${tool_name}`;
+      }
+      if (url) {
+        logMessage += `\n   URL: ${url}`;
+      }
+      if (stack) {
+        logMessage += `\n   Stack: ${stack}`;
+      }
+      return logMessage;
+  }),
+
+);
+
+const logger = createLogger({
+  level: 'info',
+  format: customFormat,
+  transports: [
+    new transports.Console({
+      format: format.combine(customFormat)  
+    }),
+    new transports.File({ filename: 'logs/error.log', level: 'error' }),
+    new transports.File({ filename: 'logs/combined.log' }),
+  ],
+});
+
+module.exports = logger;
diff --git a/package-lock.json b/package-lock.json
index 87b500419b8..377b0133391 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -79,6 +79,8 @@
         "tailwind-merge": "^2.2.1",
         "tailwindcss": "^3.4.3",
         "typescript": "^5.3.3",
+        "winston": "^3.17.0",
+        "winston-timestamp-colorize": "^1.1.0",
         "yaml": "^2.3.4"
       },
       "devDependencies": {
@@ -2413,6 +2415,26 @@
         "yarn": ">=1.22.18"
       }
     },
+    "node_modules/@colors/colors": {
+      "version": "1.6.0",
+      "resolved": "https://registry.npmjs.org/@colors/colors/-/colors-1.6.0.tgz",
+      "integrity": "sha512-Ir+AOibqzrIsL6ajt3Rz3LskB7OiMVHqltZmspbW/TJuTVuyOMirVqAkjfY6JISiLHgyNqicAC8AyHHGzNd/dA==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=0.1.90"
+      }
+    },
+    "node_modules/@dabh/diagnostics": {
+      "version": "2.0.3",
+      "resolved": "https://registry.npmjs.org/@dabh/diagnostics/-/diagnostics-2.0.3.tgz",
+      "integrity": "sha512-hrlQOIi7hAfzsMqlGSFyVucrx38O+j6wiGOf//H2ecvIEqYN4ADBSS2iLMh5UFyDunCNniUIPk/q3riFv45xRA==",
+      "license": "MIT",
+      "dependencies": {
+        "colorspace": "1.1.x",
+        "enabled": "2.0.x",
+        "kuler": "^2.0.0"
+      }
+    },
     "node_modules/@docsearch/css": {
       "version": "3.6.0",
       "resolved": "https://registry.npmjs.org/@docsearch/css/-/css-3.6.0.tgz",
@@ -7847,6 +7869,12 @@
       "integrity": "sha512-hcZhlNvMkQG/k1vcZ6yHOl6WAYftQ2MLfTHcYRZ2xYZFD8tGVnE3qFV0lj1smQeDSR7/yY0PyuUalauf33bJeA==",
       "dev": true
     },
+    "node_modules/@types/triple-beam": {
+      "version": "1.3.5",
+      "resolved": "https://registry.npmjs.org/@types/triple-beam/-/triple-beam-1.3.5.tgz",
+      "integrity": "sha512-6WaYesThRMCl19iryMYP7/x2OVgCtbIVflDGFpWnb9irXI3UjYE4AzmYuiUKY1AJstGijoY+MgUszMgRxIYTYw==",
+      "license": "MIT"
+    },
     "node_modules/@types/unist": {
       "version": "3.0.2",
       "resolved": "https://registry.npmjs.org/@types/unist/-/unist-3.0.2.tgz",
@@ -8865,6 +8893,12 @@
         "astring": "bin/astring"
       }
     },
+    "node_modules/async": {
+      "version": "3.2.6",
+      "resolved": "https://registry.npmjs.org/async/-/async-3.2.6.tgz",
+      "integrity": "sha512-htCUDlxyyCLMgaM3xXg0C0LW2xqfuQ6p05pCEIsXuyQ+a1koYKTuBMzRNwmybfLgvJDMd0r1LTn4+E0Ti6C2AA==",
+      "license": "MIT"
+    },
     "node_modules/asynckit": {
       "version": "0.4.0",
       "resolved": "https://registry.npmjs.org/asynckit/-/asynckit-0.4.0.tgz",
@@ -10412,7 +10446,6 @@
       "version": "1.9.1",
       "resolved": "https://registry.npmjs.org/color-string/-/color-string-1.9.1.tgz",
       "integrity": "sha512-shrVawQFojnZv6xM40anx4CkoDP+fZsw/ZerEMsW/pyzsRbElpsL/DBVW7q3ExxwusdNXI3lXpuhEZkzs8p5Eg==",
-      "dev": true,
       "dependencies": {
         "color-name": "^1.0.0",
         "simple-swizzle": "^0.2.2"
@@ -10429,6 +10462,50 @@
       "integrity": "sha512-IfEDxwoWIjkeXL1eXcDiow4UbKjhLdq6/EuSVR9GMN7KVH3r9gQ83e73hsz1Nd1T3ijd5xv1wcWRYO+D6kCI2w==",
       "dev": true
     },
+    "node_modules/colors": {
+      "version": "1.4.0",
+      "resolved": "https://registry.npmjs.org/colors/-/colors-1.4.0.tgz",
+      "integrity": "sha512-a+UqTh4kgZg/SlGvfbzDHpgRu7AAQOmmqRHJnxhRZICKFUT91brVhNNt58CMWU9PsBbv3PDCZUHbVxuDiH2mtA==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=0.1.90"
+      }
+    },
+    "node_modules/colorspace": {
+      "version": "1.1.4",
+      "resolved": "https://registry.npmjs.org/colorspace/-/colorspace-1.1.4.tgz",
+      "integrity": "sha512-BgvKJiuVu1igBUF2kEjRCZXol6wiiGbY5ipL/oVPwm0BL9sIpMIzM8IK7vwuxIIzOXMV3Ey5w+vxhm0rR/TN8w==",
+      "license": "MIT",
+      "dependencies": {
+        "color": "^3.1.3",
+        "text-hex": "1.0.x"
+      }
+    },
+    "node_modules/colorspace/node_modules/color": {
+      "version": "3.2.1",
+      "resolved": "https://registry.npmjs.org/color/-/color-3.2.1.tgz",
+      "integrity": "sha512-aBl7dZI9ENN6fUGC7mWpMTPNHmWUSNan9tuWN6ahh5ZLNk9baLJOnSMlrQkHcrfFgz2/RigjUVAjdx36VcemKA==",
+      "license": "MIT",
+      "dependencies": {
+        "color-convert": "^1.9.3",
+        "color-string": "^1.6.0"
+      }
+    },
+    "node_modules/colorspace/node_modules/color-convert": {
+      "version": "1.9.3",
+      "resolved": "https://registry.npmjs.org/color-convert/-/color-convert-1.9.3.tgz",
+      "integrity": "sha512-QfAUtd+vFdAtFQcC8CCyYt1fYWxSqAiK2cSD6zDB8N3cpsEBAvRxp9zOGg6G/SHHJYAT88/az/IuDGALsNVbGg==",
+      "license": "MIT",
+      "dependencies": {
+        "color-name": "1.1.3"
+      }
+    },
+    "node_modules/colorspace/node_modules/color-name": {
+      "version": "1.1.3",
+      "resolved": "https://registry.npmjs.org/color-name/-/color-name-1.1.3.tgz",
+      "integrity": "sha512-72fSenhMw2HZMTVHeCA9KCmpEIbzWiQsjN+BHcBbS9vr1mtt+vJjPdksIBNUmKAW8TFUDPJK5SUU3QhE9NEXDw==",
+      "license": "MIT"
+    },
     "node_modules/combined-stream": {
       "version": "1.0.8",
       "resolved": "https://registry.npmjs.org/combined-stream/-/combined-stream-1.0.8.tgz",
@@ -12049,6 +12126,12 @@
         "node": ">= 4"
       }
     },
+    "node_modules/enabled": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/enabled/-/enabled-2.0.0.tgz",
+      "integrity": "sha512-AKrN98kuwOzMIdAizXGI86UFBoo26CL21UM763y1h/GMSJ4/OHU9k2YlsmBpyScFo/wbLzWQJBMCW4+IO3/+OQ==",
+      "license": "MIT"
+    },
     "node_modules/encodeurl": {
       "version": "2.0.0",
       "resolved": "https://registry.npmjs.org/encodeurl/-/encodeurl-2.0.0.tgz",
@@ -13920,6 +14003,12 @@
         "walk-up-path": "^3.0.1"
       }
     },
+    "node_modules/fecha": {
+      "version": "4.2.3",
+      "resolved": "https://registry.npmjs.org/fecha/-/fecha-4.2.3.tgz",
+      "integrity": "sha512-OP2IUU6HeYKJi3i0z4A19kHMQoLVs4Hc+DPqqxI2h/DPZHTm/vjsfC6P0b4jCMy14XizLBqvndQ+UilD7707Jw==",
+      "license": "MIT"
+    },
     "node_modules/fetch-blob": {
       "version": "3.2.0",
       "resolved": "https://registry.npmjs.org/fetch-blob/-/fetch-blob-3.2.0.tgz",
@@ -14073,6 +14162,12 @@
         "node": ">=0.4.0"
       }
     },
+    "node_modules/fn.name": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/fn.name/-/fn.name-1.1.0.tgz",
+      "integrity": "sha512-GRnmB5gPyJpAhTQdSZTSp9uaPSvl09KoYcMQtsB9rQoOmzs9dH6ffeccH+Z+cv6P68Hu5bC6JjRh4Ah/mHSNRw==",
+      "license": "MIT"
+    },
     "node_modules/follow-redirects": {
       "version": "1.15.6",
       "resolved": "https://registry.npmjs.org/follow-redirects/-/follow-redirects-1.15.6.tgz",
@@ -17793,6 +17888,12 @@
         "node": ">= 8"
       }
     },
+    "node_modules/kuler": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/kuler/-/kuler-2.0.0.tgz",
+      "integrity": "sha512-Xq9nH7KlWZmXAtodXDDRE7vs6DU1gTU8zYDHDiWLSip45Egwq3plLHzPn27NgvzL2r1LMPC1vdqh98sQxtqj4A==",
+      "license": "MIT"
+    },
     "node_modules/language-subtag-registry": {
       "version": "0.3.23",
       "resolved": "https://registry.npmjs.org/language-subtag-registry/-/language-subtag-registry-0.3.23.tgz",
@@ -18135,6 +18236,23 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/logform": {
+      "version": "2.7.0",
+      "resolved": "https://registry.npmjs.org/logform/-/logform-2.7.0.tgz",
+      "integrity": "sha512-TFYA4jnP7PVbmlBIfhlSe+WKxs9dklXMTEGcBCIvLhE/Tn3H6Gk1norupVW7m5Cnd4bLcr08AytbyV/xj7f/kQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@colors/colors": "1.6.0",
+        "@types/triple-beam": "^1.3.2",
+        "fecha": "^4.2.0",
+        "ms": "^2.1.1",
+        "safe-stable-stringify": "^2.3.1",
+        "triple-beam": "^1.3.0"
+      },
+      "engines": {
+        "node": ">= 12.0.0"
+      }
+    },
     "node_modules/long": {
       "version": "5.2.3",
       "resolved": "https://registry.npmjs.org/long/-/long-5.2.3.tgz",
@@ -22988,6 +23106,15 @@
         "wrappy": "1"
       }
     },
+    "node_modules/one-time": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/one-time/-/one-time-1.0.0.tgz",
+      "integrity": "sha512-5DXOiRKwuSEcQ/l0kGCF6Q3jcADFv5tSmRaJck/OqkVFcOzutB134KRSfF0xDrL39MNnqxbHBbUUcjZIhTgb2g==",
+      "license": "MIT",
+      "dependencies": {
+        "fn.name": "1.x.x"
+      }
+    },
     "node_modules/onetime": {
       "version": "5.1.2",
       "resolved": "https://registry.npmjs.org/onetime/-/onetime-5.1.2.tgz",
@@ -26454,6 +26581,15 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/safe-stable-stringify": {
+      "version": "2.5.0",
+      "resolved": "https://registry.npmjs.org/safe-stable-stringify/-/safe-stable-stringify-2.5.0.tgz",
+      "integrity": "sha512-b3rppTKm9T+PsVCBEOUR46GWI7fdOs00VKZ1+9c1EWDaDMvjQc6tUwuFyIprgGgTcWoVHSKrU8H31ZHA2e0RHA==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=10"
+      }
+    },
     "node_modules/safer-buffer": {
       "version": "2.1.2",
       "resolved": "https://registry.npmjs.org/safer-buffer/-/safer-buffer-2.1.2.tgz",
@@ -26897,7 +27033,6 @@
       "version": "0.2.2",
       "resolved": "https://registry.npmjs.org/simple-swizzle/-/simple-swizzle-0.2.2.tgz",
       "integrity": "sha512-JA//kQgZtbuY83m+xT+tXJkmJncGMTFT+C+g2h2R9uxkYIrE2yy9sgmcLhCnw57/WSD+Eh3J97FPEDFnbXnDUg==",
-      "dev": true,
       "dependencies": {
         "is-arrayish": "^0.3.1"
       }
@@ -26905,8 +27040,7 @@
     "node_modules/simple-swizzle/node_modules/is-arrayish": {
       "version": "0.3.2",
       "resolved": "https://registry.npmjs.org/is-arrayish/-/is-arrayish-0.3.2.tgz",
-      "integrity": "sha512-eVRqCvVlZbuw3GrM63ovNSNAeA1K16kaR/LRY/92w0zxQ5/1YzwblUX652i4Xs9RwAGjW9d9y6X88t8OaAJfWQ==",
-      "dev": true
+      "integrity": "sha512-eVRqCvVlZbuw3GrM63ovNSNAeA1K16kaR/LRY/92w0zxQ5/1YzwblUX652i4Xs9RwAGjW9d9y6X88t8OaAJfWQ=="
     },
     "node_modules/sisteransi": {
       "version": "1.0.5",
@@ -26971,6 +27105,15 @@
       "resolved": "https://registry.npmjs.org/sprintf-js/-/sprintf-js-1.0.3.tgz",
       "integrity": "sha512-D9cPgkvLlV3t3IzL0D0YLvGA9Ahk4PcvVwUbN0dSGr1aP0Nrt4AEnTUbuGvquEC0mA64Gqt1fzirlRs5ibXx8g=="
     },
+    "node_modules/stack-trace": {
+      "version": "0.0.10",
+      "resolved": "https://registry.npmjs.org/stack-trace/-/stack-trace-0.0.10.tgz",
+      "integrity": "sha512-KGzahc7puUKkzyMt+IqAep+TVNbKP+k2Lmwhub39m1AsTSkaDutx56aDCo+HLDzf/D26BIHTJWNiTG1KAJiQCg==",
+      "license": "MIT",
+      "engines": {
+        "node": "*"
+      }
+    },
     "node_modules/stack-utils": {
       "version": "2.0.6",
       "resolved": "https://registry.npmjs.org/stack-utils/-/stack-utils-2.0.6.tgz",
@@ -28408,6 +28551,12 @@
         "b4a": "^1.6.4"
       }
     },
+    "node_modules/text-hex": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/text-hex/-/text-hex-1.0.0.tgz",
+      "integrity": "sha512-uuVGNWzgJ4yhRaNSiubPY7OjISw4sw4E5Uv0wbjp+OzcbmVU/rsT8ujgcXJhn9ypzsgr5vlzpPqP+MBBKcGvbg==",
+      "license": "MIT"
+    },
     "node_modules/text-table": {
       "version": "0.2.0",
       "resolved": "https://registry.npmjs.org/text-table/-/text-table-0.2.0.tgz",
@@ -28572,6 +28721,15 @@
         "url": "https://github.com/sponsors/wooorm"
       }
     },
+    "node_modules/triple-beam": {
+      "version": "1.4.1",
+      "resolved": "https://registry.npmjs.org/triple-beam/-/triple-beam-1.4.1.tgz",
+      "integrity": "sha512-aZbgViZrg1QNcG+LULa7nhZpJTZSLm/mXnHXnbAbjmN5aSa0y7V+wvv6+4WaBtpISJzThKy+PIPxc1Nq1EJ9mg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 14.0.0"
+      }
+    },
     "node_modules/trough": {
       "version": "2.2.0",
       "resolved": "https://registry.npmjs.org/trough/-/trough-2.2.0.tgz",
@@ -30267,6 +30425,80 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/winston": {
+      "version": "3.17.0",
+      "resolved": "https://registry.npmjs.org/winston/-/winston-3.17.0.tgz",
+      "integrity": "sha512-DLiFIXYC5fMPxaRg832S6F5mJYvePtmO5G9v9IgUFPhXm9/GkXarH/TUrBAVzhTCzAj9anE/+GjrgXp/54nOgw==",
+      "license": "MIT",
+      "dependencies": {
+        "@colors/colors": "^1.6.0",
+        "@dabh/diagnostics": "^2.0.2",
+        "async": "^3.2.3",
+        "is-stream": "^2.0.0",
+        "logform": "^2.7.0",
+        "one-time": "^1.0.0",
+        "readable-stream": "^3.4.0",
+        "safe-stable-stringify": "^2.3.1",
+        "stack-trace": "0.0.x",
+        "triple-beam": "^1.3.0",
+        "winston-transport": "^4.9.0"
+      },
+      "engines": {
+        "node": ">= 12.0.0"
+      }
+    },
+    "node_modules/winston-timestamp-colorize": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/winston-timestamp-colorize/-/winston-timestamp-colorize-1.1.0.tgz",
+      "integrity": "sha512-wLjoAG0sbWKq/MzZxgvIMZwoSxxJdoepcqJLmLx+tPXflYUEr4doEAqpxvmrGZ64uddTiQyelqHLr45f3pPy1A==",
+      "license": "MIT",
+      "dependencies": {
+        "colors": "^1.4.0",
+        "winston": "^3.3.3"
+      }
+    },
+    "node_modules/winston-transport": {
+      "version": "4.9.0",
+      "resolved": "https://registry.npmjs.org/winston-transport/-/winston-transport-4.9.0.tgz",
+      "integrity": "sha512-8drMJ4rkgaPo1Me4zD/3WLfI/zPdA9o2IipKODunnGDcuqbHwjsbB79ylv04LCGGzU0xQ6vTznOMpQGaLhhm6A==",
+      "license": "MIT",
+      "dependencies": {
+        "logform": "^2.7.0",
+        "readable-stream": "^3.6.2",
+        "triple-beam": "^1.3.0"
+      },
+      "engines": {
+        "node": ">= 12.0.0"
+      }
+    },
+    "node_modules/winston-transport/node_modules/readable-stream": {
+      "version": "3.6.2",
+      "resolved": "https://registry.npmjs.org/readable-stream/-/readable-stream-3.6.2.tgz",
+      "integrity": "sha512-9u/sniCrY3D5WdsERHzHE4G2YCXqoG5FTHUiCC4SIbr6XcLZBY05ya9EKjYek9O5xOAwjGq+1JdGBAS7Q9ScoA==",
+      "license": "MIT",
+      "dependencies": {
+        "inherits": "^2.0.3",
+        "string_decoder": "^1.1.1",
+        "util-deprecate": "^1.0.1"
+      },
+      "engines": {
+        "node": ">= 6"
+      }
+    },
+    "node_modules/winston/node_modules/readable-stream": {
+      "version": "3.6.2",
+      "resolved": "https://registry.npmjs.org/readable-stream/-/readable-stream-3.6.2.tgz",
+      "integrity": "sha512-9u/sniCrY3D5WdsERHzHE4G2YCXqoG5FTHUiCC4SIbr6XcLZBY05ya9EKjYek9O5xOAwjGq+1JdGBAS7Q9ScoA==",
+      "license": "MIT",
+      "dependencies": {
+        "inherits": "^2.0.3",
+        "string_decoder": "^1.1.1",
+        "util-deprecate": "^1.0.1"
+      },
+      "engines": {
+        "node": ">= 6"
+      }
+    },
     "node_modules/word-wrap": {
       "version": "1.2.5",
       "resolved": "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.5.tgz",
diff --git a/package.json b/package.json
index 84f538697d4..a1dfc3fbab0 100644
--- a/package.json
+++ b/package.json
@@ -115,6 +115,8 @@
     "tailwind-merge": "^2.2.1",
     "tailwindcss": "^3.4.3",
     "typescript": "^5.3.3",
+    "winston": "^3.17.0",
+    "winston-timestamp-colorize": "^1.1.0",
     "yaml": "^2.3.4"
   },
   "devDependencies": {
@@ -151,13 +153,13 @@
     "eslint-plugin-storybook": "^0.8.0",
     "eslint-plugin-tailwindcss": "^3.14.2",
     "eslint-plugin-unused-imports": "^3.1.0",
+    "fast-xml-parser": "^4.5.0",
     "inquirer": "^9.2.14",
     "jest": "^29.7.0",
     "postcss-import": "^16.0.1",
     "remark-cli": "^12.0.1",
     "remark-lint": "^10.0.0",
     "remark-mdx": "^3.0.1",
-    "storybook": "^8.2.4",
-    "fast-xml-parser": "^4.5.0"
+    "storybook": "^8.2.4"
   }
 }
diff --git a/scripts/tools/tools-object.js b/scripts/tools/tools-object.js
index e5a30334f7d..ef228ca3760 100644
--- a/scripts/tools/tools-object.js
+++ b/scripts/tools/tools-object.js
@@ -8,6 +8,7 @@ const ajv = new Ajv()
 addFormats(ajv, ["uri"])
 const validate = ajv.compile(schema)
 const { convertToJson } = require('../utils');
+const logger = require("../../logger");
 
 
 // Config options set for the Fuse object
@@ -96,14 +97,28 @@ async function convertTools(data) {
             }
           });
         } else {
-          console.error('Script is not failing, it is just dropping errors for further investigation');
-          console.error('Invalid .asyncapi-tool file.');
-          console.error(`Located in: ${tool.html_url}`);
-          console.error('Validation errors:', JSON.stringify(validate.errors, null, 2));
+          // console.error('Script is not failing, it is just dropping errors for further investigation');
+          // console.error('Invalid .asyncapi-tool file.');
+          // console.error(`Located in: ${tool.html_url}`);
+          // console.error('Validation errors:', JSON.stringify(validate.errors, null, 2));
+          
+          //Created a logger function using Winston and tested also 
+            logger.error('Error processing tool', {
+              message: err.message,
+              stack: err.stack,
+              tool_name: tool?.name,
+              url: tool?.url
+            });          
         }
       }
     } catch (err) {
-      console.error(err)
+      // console.error(err)
+        logger.error('Error processing tool', {
+          message: err.message,
+          stack: err.stack,
+          tool_name: tool?.name,
+          url: tool?.url
+        });     
       throw err;
     }
   }