diff --git a/CHANGELOG.md b/CHANGELOG.md
index c155f9d38..74412fff4 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -13,6 +13,7 @@ This change log adheres to standards from [Keep a CHANGELOG](http://keepachangel
 - [`no-cycle`]: ignore imports where imported file only imports types of importing file ([#2083], thanks [@cherryblossom000])
 - [`no-cycle`]: fix false negative when file imports a type after importing a value in Flow ([#2083], thanks [@cherryblossom000])
 - [`order`]: restore default behavior unless `type` is in groups ([#2087], thanks [@grit96])
+- [`no-import-module-exports`]: Don't crash if packages have no entrypoint ([#2099], thanks [@eps1lon])
 
 ### Changed
 - [Docs] Add `no-relative-packages` to list of to the list of rules ([#2075], thanks [@arvigeus])
@@ -794,6 +795,7 @@ for info on changes for earlier releases.
 
 [`memo-parser`]: ./memo-parser/README.md
 
+[#2099]: https://github.com/benmosher/eslint-plugin-import/pull/2099
 [#2090]: https://github.com/benmosher/eslint-plugin-import/pull/2090
 [#2087]: https://github.com/benmosher/eslint-plugin-import/pull/2087
 [#2083]: https://github.com/benmosher/eslint-plugin-import/pull/2083
@@ -1262,6 +1264,7 @@ for info on changes for earlier releases.
 [@eelyafi]: https://github.com/eelyafi
 [@Ephem]: https://github.com/Ephem
 [@ephys]: https://github.com/ephys
+[@eps1lon]: https://github.com/eps1lon
 [@ernestostifano]: https://github.com/ernestostifano
 [@fa93hws]: https://github.com/fa93hws
 [@fengkfengk]: https://github.com/fengkfengk
@@ -1402,4 +1405,4 @@ for info on changes for earlier releases.
 [@wtgtybhertgeghgtwtg]: https://github.com/wtgtybhertgeghgtwtg
 [@xpl]: https://github.com/xpl
 [@yordis]: https://github.com/yordis
-[@zloirock]: https://github.com/zloirock
+[@zloirock]: https://github.com/zloirock
\ No newline at end of file
diff --git a/src/rules/no-import-module-exports.js b/src/rules/no-import-module-exports.js
index 7ac56da39..8ce5f4c9a 100644
--- a/src/rules/no-import-module-exports.js
+++ b/src/rules/no-import-module-exports.js
@@ -4,7 +4,13 @@ import pkgUp from 'pkg-up';
 
 function getEntryPoint(context) {
   const pkgPath = pkgUp.sync(context.getFilename());
-  return require.resolve(path.dirname(pkgPath));
+  try {
+    return require.resolve(path.dirname(pkgPath));
+  } catch (error) {
+    // Assume the package has no entrypoint (e.g. CLI packages)
+    // in which case require.resolve would throw.
+    return null;
+  }
 }
 
 module.exports = {
diff --git a/tests/files/missing-entrypoint/package.json b/tests/files/missing-entrypoint/package.json
new file mode 100644
index 000000000..4138a88f4
--- /dev/null
+++ b/tests/files/missing-entrypoint/package.json
@@ -0,0 +1,3 @@
+{
+  "bin": "./cli.js"
+}
diff --git a/tests/src/rules/no-import-module-exports.js b/tests/src/rules/no-import-module-exports.js
index bd18bf477..9ffbe6b56 100644
--- a/tests/src/rules/no-import-module-exports.js
+++ b/tests/src/rules/no-import-module-exports.js
@@ -57,6 +57,13 @@ ruleTester.run('no-import-module-exports', rule, {
       filename: path.join(process.cwd(), 'tests/files/some/other/entry-point.js'),
       options: [{ exceptions: ['**/*/other/entry-point.js'] }],
     }),
+    test({
+      code: `
+        import * as process from 'process';
+        console.log(process.env);
+      `,
+      filename: path.join(process.cwd(), 'tests/files/missing-entrypoint/cli.js'),
+    }),
   ],
   invalid: [
     test({