diff --git a/README.md b/README.md
index 048726e3..0031d2db 100644
--- a/README.md
+++ b/README.md
@@ -40,7 +40,7 @@ Usage: codacy-coverage-reporter report
   --sleep-time <Sets a specified time, in milliseconds, to be used when waiting between retries. By default, the value is 10 seconds>
   --num-retries <Sets a number of retries in case of failure. By default, the value is 3 times>
   --language | -l  <language associated with your coverage report>
-  --coverage-reports | -r  <your project coverage file name>
+  --coverage-reports | -r  <your project coverage file name (supports globs)>
   --partial  <if the report is partial>
   --prefix  <the project path prefix>
   --force-coverage-parser  <your coverage parser>
diff --git a/src/main/scala/com/codacy/configuration/parser/ConfigurationParser.scala b/src/main/scala/com/codacy/configuration/parser/ConfigurationParser.scala
index 48bd5631..9403e9a1 100644
--- a/src/main/scala/com/codacy/configuration/parser/ConfigurationParser.scala
+++ b/src/main/scala/com/codacy/configuration/parser/ConfigurationParser.scala
@@ -58,7 +58,7 @@ case class Report(
     language: Option[String],
     @Hidden @Name("f")
     forceLanguage: Int @@ Counter = Tag.of(0),
-    @Name("r") @ValueDescription("your project coverage file name")
+    @Name("r") @ValueDescription("your project coverage file name (supports globs)")
     coverageReports: Option[List[File]],
     @ValueDescription("if the report is partial")
     partial: Int @@ Counter = Tag.of(0),
diff --git a/src/main/scala/com/codacy/rules/ReportRules.scala b/src/main/scala/com/codacy/rules/ReportRules.scala
index d9389259..00150955 100644
--- a/src/main/scala/com/codacy/rules/ReportRules.scala
+++ b/src/main/scala/com/codacy/rules/ReportRules.scala
@@ -12,7 +12,7 @@ import com.codacy.transformation.PathPrefixer
 import wvlet.log.LogSupport
 
 import java.io.File
-import java.nio.file.Files
+import java.nio.file.{FileSystems, Files}
 import scala.collection.JavaConverters._
 
 class ReportRules(coverageServices: => CoverageServices) extends LogSupport {
@@ -222,6 +222,8 @@ class ReportRules(coverageServices: => CoverageServices) extends LogSupport {
     report.fileReports.flatMap(file => Languages.forPath(file.filename).map(_.name)).distinct
   }
 
+  private val fileSystems = FileSystems.getDefault()
+
   /**
     * Guess the report file
     *
@@ -262,7 +264,25 @@ class ReportRules(coverageServices: => CoverageServices) extends LogSupport {
         else
           Right(foundFiles)
       case value =>
-        Right(value)
+        Right {
+          try {
+            value.flatMap { file =>
+              val foundWithGlob = {
+                val matcher = fileSystems.getPathMatcher(s"glob:$file")
+                projectFiles.filter(f => matcher.matches(f.toPath()))
+              }
+              // When the glob doesn't match any file, we return it
+              // as a file so the later stages will fail instead of silently
+              // filtering it
+              if (foundWithGlob.isEmpty) file :: Nil
+              else foundWithGlob
+            }.distinct
+          } catch {
+            case util.control.NonFatal(e) =>
+              logger.debug(s"""Failed to read "$value" as file glob. Cause $e""")
+              value
+          }
+        }
     }
   }
 
diff --git a/src/test/scala/com/codacy/rules/ReportRulesSpec.scala b/src/test/scala/com/codacy/rules/ReportRulesSpec.scala
index d88e697d..1e1d0707 100644
--- a/src/test/scala/com/codacy/rules/ReportRulesSpec.scala
+++ b/src/test/scala/com/codacy/rules/ReportRulesSpec.scala
@@ -174,8 +174,9 @@ class ReportRulesSpec extends WordSpec with Matchers with PrivateMethodTester wi
     }
 
     "provide the available report file" in {
-      val files = List(new File("coverage.xml"))
-      val reportEither = components.reportRules.guessReportFiles(files, List.empty)
+      val files = new File("coverage.xml") :: Nil
+      val projectFiles = new File("coverage.xml") :: new File("other.xml") :: Nil
+      val reportEither = components.reportRules.guessReportFiles(files = files, projectFiles = projectFiles)
 
       reportEither should be('right)
       reportEither.right.value should be(files)
@@ -197,6 +198,45 @@ class ReportRulesSpec extends WordSpec with Matchers with PrivateMethodTester wi
       reportEither should be('right)
       reportEither.right.value.map(_.toString) should be(List("lcov.info", "lcov.dat", "foo.lcov"))
     }
+
+    "support file globs" in {
+      val projectFiles =
+        List(new File("foo.lcov"), new File("lcov.info"), new File("bar.lcov"), new File("foobar.txt"))
+      val reportEither = components.reportRules.guessReportFiles(new File("*.lcov") :: Nil, projectFiles)
+
+      reportEither should be('right)
+      reportEither.right.value.map(_.toString) should be(List("foo.lcov", "bar.lcov"))
+    }
+
+    "return files untouched when glob doesn't find anything" in {
+      val reportEither = components.reportRules.guessReportFiles(new File("unexisting.xml") :: Nil, projectFiles = Nil)
+
+      reportEither should be('right)
+      reportEither.right.value.map(_.toString) should be(List("unexisting.xml"))
+    }
+
+    "support file globs with directories" in {
+      val projectFiles =
+        List(
+          new File("target/dir1/coverage.xml"),
+          new File("dir2/lcov.info"),
+          new File("dir1/bar.lcov"),
+          new File("dir2/other.xml")
+        )
+      val reportEither = components.reportRules.guessReportFiles(new File("**/*.xml") :: Nil, projectFiles)
+
+      reportEither should be('right)
+      reportEither.right.value.map(_.toString) should be(List("target/dir1/coverage.xml", "dir2/other.xml"))
+    }
+
+    "remove duplicates when using file globs" in {
+      val projectFiles = List(new File("coverage.xml"))
+      val reportEither =
+        components.reportRules.guessReportFiles(new File("*.xml") :: new File("coverage.xml") :: Nil, projectFiles)
+
+      reportEither should be('right)
+      reportEither.right.value.map(_.toString) should be(List("coverage.xml"))
+    }
   }
 
   "validateFileAccess" should {