diff --git a/selene-vscode/CHANGELOG.md b/selene-vscode/CHANGELOG.md
index 19ee4704..b9fa32b7 100644
--- a/selene-vscode/CHANGELOG.md
+++ b/selene-vscode/CHANGELOG.md
@@ -5,6 +5,7 @@ All notable changes to the "selene-vscode" extension will be documented in this
 If you want to stay up to date with selene itself, you can find the changelog in [selene's CHANGELOG.md](https://github.com/Kampfkarren/selene/blob/master/CHANGELOG.md).
 
 ## Unreleased
+- Fixed an issue where the extension wouldn't respect the config file's exclude paths.
 
 ## [1.5.1]
 - selene now works with the Luau language ID.
diff --git a/selene-vscode/package-lock.json b/selene-vscode/package-lock.json
index adca53b4..de1c4868 100644
--- a/selene-vscode/package-lock.json
+++ b/selene-vscode/package-lock.json
@@ -9,13 +9,15 @@
             "version": "1.5.1",
             "dependencies": {
                 "fs-write-stream-atomic": "^1.0.10",
+                "micromatch": "^4.0.7",
                 "request": "^2.88.2",
                 "request-promise-native": "^1.0.8",
                 "semver": "^7.3.8",
+                "toml": "^3.0.0",
                 "unzipper": "^0.10.11"
             },
             "devDependencies": {
-                "@types/glob": "^7.1.1",
+                "@types/micromatch": "^4.0.7",
                 "@types/mocha": "^5.2.7",
                 "@types/node": "^12.12.37",
                 "@types/request": "^2.48.4",
@@ -27,7 +29,6 @@
                 "eslint": "^7.29.0",
                 "eslint-config-prettier": "^8.3.0",
                 "eslint-plugin-prettier": "^3.4.0",
-                "glob": "^7.1.5",
                 "mocha": "^10.2.0",
                 "prettier": "2.8.4",
                 "tslint": "^5.20.0",
@@ -35,7 +36,7 @@
                 "vscode-test": "^1.3.0"
             },
             "engines": {
-                "vscode": "^1.54.0"
+                "vscode": "^1.63.0"
             }
         },
         "node_modules/@babel/code-frame": {
@@ -90,6 +91,16 @@
                 "node": "^10.12.0 || >=12.0.0"
             }
         },
+        "node_modules/@eslint/eslintrc/node_modules/brace-expansion": {
+            "version": "1.1.11",
+            "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
+            "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
+            "dev": true,
+            "dependencies": {
+                "balanced-match": "^1.0.0",
+                "concat-map": "0.0.1"
+            }
+        },
         "node_modules/@eslint/eslintrc/node_modules/debug": {
             "version": "4.3.1",
             "resolved": "https://registry.npmjs.org/debug/-/debug-4.3.1.tgz",
@@ -107,6 +118,18 @@
                 }
             }
         },
+        "node_modules/@eslint/eslintrc/node_modules/minimatch": {
+            "version": "3.1.2",
+            "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-3.1.2.tgz",
+            "integrity": "sha512-J7p63hRiAjw1NDEww1W7i37+ByIrOWO5XQQAzZ3VOcL0PNybwpfmV/N05zFAzwQ9USyEcX6t3UO+K5aqBQOIHw==",
+            "dev": true,
+            "dependencies": {
+                "brace-expansion": "^1.1.7"
+            },
+            "engines": {
+                "node": "*"
+            }
+        },
         "node_modules/@eslint/eslintrc/node_modules/ms": {
             "version": "2.1.2",
             "resolved": "https://registry.npmjs.org/ms/-/ms-2.1.2.tgz",
@@ -148,40 +171,32 @@
                 "node": ">= 8"
             }
         },
+        "node_modules/@types/braces": {
+            "version": "3.0.4",
+            "resolved": "https://registry.npmjs.org/@types/braces/-/braces-3.0.4.tgz",
+            "integrity": "sha512-0WR3b8eaISjEW7RpZnclONaLFDf7buaowRHdqLp4vLj54AsSAYWfh3DRbfiYJY9XDxMgx1B4sE1Afw2PGpuHOA==",
+            "dev": true
+        },
         "node_modules/@types/caseless": {
             "version": "0.12.2",
             "resolved": "https://registry.npmjs.org/@types/caseless/-/caseless-0.12.2.tgz",
             "integrity": "sha512-6ckxMjBBD8URvjB6J3NcnuAn5Pkl7t3TizAg+xdlzzQGSPSmBcXf8KoIH0ua/i+tio+ZRUHEXp0HEmvaR4kt0w==",
             "dev": true
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-            "resolved": "https://registry.npmjs.org/@types/events/-/events-3.0.0.tgz",
-            "integrity": "sha512-EaObqwIvayI5a8dCzhFrjKzVwKLxjoG9T6Ppd5CEo07LRKfQ8Yokw54r5+Wq7FaBQ+yXRvQAYPrHwya1/UFt9g==",
-            "dev": true
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-        "node_modules/@types/glob": {
-            "version": "7.1.1",
-            "resolved": "https://registry.npmjs.org/@types/glob/-/glob-7.1.1.tgz",
-            "integrity": "sha512-1Bh06cbWJUHMC97acuD6UMG29nMt0Aqz1vF3guLfG+kHHJhy3AyohZFFxYk2f7Q1SQIrNwvncxAE0N/9s70F2w==",
-            "dev": true,
-            "dependencies": {
-                "@types/events": "*",
-                "@types/minimatch": "*",
-                "@types/node": "*"
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             "dev": true
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-        "node_modules/@types/minimatch": {
-            "version": "3.0.3",
-            "resolved": "https://registry.npmjs.org/@types/minimatch/-/minimatch-3.0.3.tgz",
-            "integrity": "sha512-tHq6qdbT9U1IRSGf14CL0pUlULksvY9OZ+5eEgl1N7t+OA3tGvNpxJCzuKQlsNgCVwbAs670L1vcVQi8j9HjnA==",
-            "dev": true
+        "node_modules/@types/micromatch": {
+            "version": "4.0.7",
+            "resolved": "https://registry.npmjs.org/@types/micromatch/-/micromatch-4.0.7.tgz",
+            "integrity": "sha512-C/FMQ8HJAZhTsDpl4wDKZdMeeW5USjgzOczUwTGbRc1ZopPgOhIEnxY2ZgUrsuyy4DwK1JVOJZKFakv3TbCKiA==",
+            "dev": true,
+            "dependencies": {
+                "@types/braces": "*"
+            }
         },
         "node_modules/@types/mocha": {
             "version": "5.2.7",
@@ -702,21 +717,20 @@
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-            "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
-            "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
+            "version": "2.0.1",
+            "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-2.0.1.tgz",
+            "integrity": "sha512-XnAIvQ8eM+kC6aULx6wuQiwVsnzsi9d3WxzV3FpWTGA19F621kwdbsAcFKXgKUHZWsy+mY6iL1sHTxWEFCytDA==",
+            "dev": true,
             "dependencies": {
-                "balanced-match": "^1.0.0",
-                "concat-map": "0.0.1"
+                "balanced-match": "^1.0.0"
             }
         },
         "node_modules/braces": {
-            "version": "3.0.2",
-            "resolved": "https://registry.npmjs.org/braces/-/braces-3.0.2.tgz",
-            "integrity": "sha512-b8um+L1RzM3WDSzvhm6gIz1yfTbBt6YTlcEKAvsmqCZZFw46z626lVj9j1yEPW33H5H+lBQpZMP1k8l+78Ha0A==",
-            "dev": true,
+            "version": "3.0.3",
+            "resolved": "https://registry.npmjs.org/braces/-/braces-3.0.3.tgz",
+            "integrity": "sha512-yQbXgO/OSZVD2IsiLlro+7Hf6Q18EJrKSEsdoMzKePKXct3gvD8oLcOQdIzGupr5Fj+EDe8gO/lxc1BzfMpxvA==",
             "dependencies": {
-                "fill-range": "^7.0.1"
+                "fill-range": "^7.1.1"
             },
             "engines": {
                 "node": ">=8"
@@ -889,7 +903,7 @@
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-            "integrity": "sha1-2Klr13/Wjfd5OnMDajug1UBdR3s="
+            "integrity": "sha512-/Srv4dswyQNBfohGpz9o6Yb3Gz3SrUDqBH5rTuhGR7ahtlbYKnVxw2bCFMRljaA7EXHaXZ8wsHdodFvbkhKmqg=="
         },
         "node_modules/core-util-is": {
             "version": "1.0.2",
@@ -1216,6 +1230,16 @@
                 "url": "https://github.com/chalk/ansi-styles?sponsor=1"
             }
         },
+        "node_modules/eslint/node_modules/brace-expansion": {
+            "version": "1.1.11",
+            "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
+            "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
+            "dev": true,
+            "dependencies": {
+                "balanced-match": "^1.0.0",
+                "concat-map": "0.0.1"
+            }
+        },
         "node_modules/eslint/node_modules/chalk": {
             "version": "4.1.1",
             "resolved": "https://registry.npmjs.org/chalk/-/chalk-4.1.1.tgz",
@@ -1312,6 +1336,18 @@
                 "node": ">=8"
             }
         },
+        "node_modules/eslint/node_modules/minimatch": {
+            "version": "3.1.2",
+            "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-3.1.2.tgz",
+            "integrity": "sha512-J7p63hRiAjw1NDEww1W7i37+ByIrOWO5XQQAzZ3VOcL0PNybwpfmV/N05zFAzwQ9USyEcX6t3UO+K5aqBQOIHw==",
+            "dev": true,
+            "dependencies": {
+                "brace-expansion": "^1.1.7"
+            },
+            "engines": {
+                "node": "*"
+            }
+        },
         "node_modules/eslint/node_modules/ms": {
             "version": "2.1.2",
             "resolved": "https://registry.npmjs.org/ms/-/ms-2.1.2.tgz",
@@ -1500,10 +1536,9 @@
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-            "resolved": "https://registry.npmjs.org/fill-range/-/fill-range-7.0.1.tgz",
-            "integrity": "sha512-qOo9F+dMUmC2Lcb4BbVvnKJxTPjCm+RRpe4gDuGrzkL7mEVl/djYSu2OdQ2Pa302N4oqkSg9ir6jaLWJ2USVpQ==",
-            "dev": true,
+            "version": "7.1.1",
+            "resolved": "https://registry.npmjs.org/fill-range/-/fill-range-7.1.1.tgz",
+            "integrity": "sha512-YsGpe3WHLK8ZYi4tWDg2Jy3ebRz2rXowDxnld4bkQB00cc/1Zw9AWnC0i9ztDJitivtQvaI9KaLyKrc+hBW0yg==",
             "dependencies": {
                 "to-regex-range": "^5.0.1"
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@@ -1660,14 +1695,14 @@
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-            "resolved": "https://registry.npmjs.org/glob/-/glob-7.2.0.tgz",
-            "integrity": "sha512-lmLf6gtyrPq8tTjSmrO94wBeQbFR3HbLHbuyD69wuyQkImp2hWqMGB47OX65FBkPffO641IP9jWa1z4ivqG26Q==",
+            "version": "7.2.3",
+            "resolved": "https://registry.npmjs.org/glob/-/glob-7.2.3.tgz",
+            "integrity": "sha512-nFR0zLpU2YCaRxwoCJvL6UvCH2JFyFVIvwTLsIf21AuHlMskA1hhTdk+LlYJtOlYt9v6dvszD2BGRqBL+iQK9Q==",
             "dependencies": {
                 "fs.realpath": "^1.0.0",
                 "inflight": "^1.0.4",
                 "inherits": "2",
-                "minimatch": "^3.0.4",
+                "minimatch": "^3.1.1",
                 "once": "^1.3.0",
                 "path-is-absolute": "^1.0.0"
             },
@@ -1690,6 +1725,26 @@
                 "node": ">= 6"
             }
         },
+        "node_modules/glob/node_modules/brace-expansion": {
+            "version": "1.1.11",
+            "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
+            "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
+            "dependencies": {
+                "balanced-match": "^1.0.0",
+                "concat-map": "0.0.1"
+            }
+        },
+        "node_modules/glob/node_modules/minimatch": {
+            "version": "3.1.2",
+            "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-3.1.2.tgz",
+            "integrity": "sha512-J7p63hRiAjw1NDEww1W7i37+ByIrOWO5XQQAzZ3VOcL0PNybwpfmV/N05zFAzwQ9USyEcX6t3UO+K5aqBQOIHw==",
+            "dependencies": {
+                "brace-expansion": "^1.1.7"
+            },
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+            }
+        },
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@@ -1930,7 +1985,6 @@
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-            "dev": true,
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@@ -2199,13 +2253,12 @@
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-            "dev": true,
+            "version": "4.0.7",
+            "resolved": "https://registry.npmjs.org/micromatch/-/micromatch-4.0.7.tgz",
+            "integrity": "sha512-LPP/3KorzCwBxfeUuZmaR6bG2kdeHSbe0P2tY3FLRU4vYrjYz5hI4QZwV0njUx3jeuKe67YukQ1LSPZBKDqO/Q==",
             "dependencies": {
-                "braces": "^3.0.1",
-                "picomatch": "^2.2.3"
+                "braces": "^3.0.3",
+                "picomatch": "^2.3.1"
             },
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                 "node": ">=8.6"
@@ -2230,17 +2283,6 @@
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@@ -2303,15 +2345,6 @@
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             "dev": true
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-        "node_modules/mocha/node_modules/brace-expansion": {
-            "version": "2.0.1",
-            "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-2.0.1.tgz",
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-            "dev": true,
-            "dependencies": {
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@@ -2347,6 +2380,48 @@
                 "url": "https://github.com/sponsors/sindresorhus"
             }
         },
+        "node_modules/mocha/node_modules/glob": {
+            "version": "7.2.0",
+            "resolved": "https://registry.npmjs.org/glob/-/glob-7.2.0.tgz",
+            "integrity": "sha512-lmLf6gtyrPq8tTjSmrO94wBeQbFR3HbLHbuyD69wuyQkImp2hWqMGB47OX65FBkPffO641IP9jWa1z4ivqG26Q==",
+            "dev": true,
+            "dependencies": {
+                "fs.realpath": "^1.0.0",
+                "inflight": "^1.0.4",
+                "inherits": "2",
+                "minimatch": "^3.0.4",
+                "once": "^1.3.0",
+                "path-is-absolute": "^1.0.0"
+            },
+            "engines": {
+                "node": "*"
+            },
+            "funding": {
+                "url": "https://github.com/sponsors/isaacs"
+            }
+        },
+        "node_modules/mocha/node_modules/glob/node_modules/brace-expansion": {
+            "version": "1.1.11",
+            "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
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+            "dev": true,
+            "dependencies": {
+                "balanced-match": "^1.0.0",
+                "concat-map": "0.0.1"
+            }
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+        "node_modules/mocha/node_modules/glob/node_modules/minimatch": {
+            "version": "3.1.2",
+            "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-3.1.2.tgz",
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+            "dev": true,
+            "dependencies": {
+                "brace-expansion": "^1.1.7"
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+            "engines": {
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@@ -2532,10 +2607,9 @@
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@@ -3125,7 +3199,6 @@
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@@ -3133,6 +3206,11 @@
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+        "node_modules/toml": {
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+            "resolved": "https://registry.npmjs.org/toml/-/toml-3.0.0.tgz",
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@@ -3191,6 +3269,16 @@
                 "node": ">=4.8.0"
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         },
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                 "semver": {
                     "version": "5.7.1",
                     "resolved": "https://registry.npmjs.org/semver/-/semver-5.7.1.tgz",
diff --git a/selene-vscode/package.json b/selene-vscode/package.json
index 2defeb01..e686bcee 100644
--- a/selene-vscode/package.json
+++ b/selene-vscode/package.json
@@ -92,7 +92,7 @@
         }
     },
     "devDependencies": {
-        "@types/glob": "^7.1.1",
+        "@types/micromatch": "^4.0.7",
         "@types/mocha": "^5.2.7",
         "@types/node": "^12.12.37",
         "@types/request": "^2.48.4",
@@ -104,7 +104,6 @@
         "eslint": "^7.29.0",
         "eslint-config-prettier": "^8.3.0",
         "eslint-plugin-prettier": "^3.4.0",
-        "glob": "^7.1.5",
         "mocha": "^10.2.0",
         "prettier": "2.8.4",
         "tslint": "^5.20.0",
@@ -113,9 +112,11 @@
     },
     "dependencies": {
         "fs-write-stream-atomic": "^1.0.10",
+        "micromatch": "^4.0.7",
         "request": "^2.88.2",
         "request-promise-native": "^1.0.8",
         "semver": "^7.3.8",
+        "toml": "^3.0.0",
         "unzipper": "^0.10.11"
     }
 }
diff --git a/selene-vscode/src/extension.ts b/selene-vscode/src/extension.ts
index 2b8f1353..6e8616da 100644
--- a/selene-vscode/src/extension.ts
+++ b/selene-vscode/src/extension.ts
@@ -3,6 +3,10 @@ import * as selene from "./selene"
 import * as timers from "timers"
 import * as util from "./util"
 import * as vscode from "vscode"
+import * as path from "path"
+import * as fs from "fs"
+import * as toml from "toml"
+import * as micromatch from "micromatch"
 import { Diagnostic, Severity, Label } from "./structures/diagnostic"
 import { Output } from "./structures/output"
 import { lintConfig } from "./configLint"
@@ -147,11 +151,53 @@ export async function activate(
                 return
         }
 
+        const workspaceFolder = vscode.workspace.getWorkspaceFolder(
+            document.uri,
+        )
+        const workspaceRoot = workspaceFolder?.uri.fsPath
+        if (!workspaceRoot) {
+            console.error("Failed to find workspace root")
+            return
+        }
+
+        const configPath = path.join(workspaceRoot, "selene.toml")
+        let config: selene.Config = {}
+        try {
+            const configFileContent = fs.readFileSync(configPath, "utf-8")
+            config = toml.parse(configFileContent)
+        } catch (error) {
+            console.error(`Error parsing config file: ${error}`)
+            return
+        }
+
+        // We don't invoke selene on the files directly as it won't work on unsaved changes, so we
+        // need to check for exclude paths separately
+        const shouldExclude = (config.exclude || []).some((pattern: string) => {
+            // Document path given is absolute so the patterns should be as well
+            // If multiple `selene.toml` becomes supported, this will likely need to be changed to support it.
+            const excludeGlobAbsolute = path.isAbsolute(pattern)
+                ? pattern
+                : path.join(workspaceRoot, pattern)
+
+            return micromatch.isMatch(
+                document.uri.fsPath.replace(/\\/g, "/"),
+                excludeGlobAbsolute.replace(/\\/g, "/"),
+                {
+                    bash: true,
+                },
+            )
+        })
+
+        if (shouldExclude) {
+            diagnosticsCollection.delete(document.uri)
+            return
+        }
+
         const output = await selene.seleneCommand(
             context.globalStorageUri,
             "--display-style=json2 --no-summary -",
             selene.Expectation.Stderr,
-            vscode.workspace.getWorkspaceFolder(document.uri),
+            workspaceFolder,
             document.getText(),
         )
 
diff --git a/selene-vscode/src/selene.ts b/selene-vscode/src/selene.ts
index ffa00870..e4395cf3 100644
--- a/selene-vscode/src/selene.ts
+++ b/selene-vscode/src/selene.ts
@@ -49,3 +49,14 @@ export async function seleneCommand(
         })
     })
 }
+
+export type Config = {
+    std?: string
+    exclude?: string[]
+    config?: {
+        [key: string]: unknown
+    }
+    lints?: {
+        [key: string]: "allow" | "warn" | "deny"
+    }
+}