diff --git a/lib/codeql.js b/lib/codeql.js
index 65d30e45d..2b6baa3f3 100644
--- a/lib/codeql.js
+++ b/lib/codeql.js
@@ -282,6 +282,7 @@ function setCodeQL(partialCodeql) {
         runAutobuild: resolveFunction(partialCodeql, "runAutobuild"),
         extractScannedLanguage: resolveFunction(partialCodeql, "extractScannedLanguage"),
         finalizeDatabase: resolveFunction(partialCodeql, "finalizeDatabase"),
+        resolveLanguages: resolveFunction(partialCodeql, "resolveLanguages"),
         resolveQueries: resolveFunction(partialCodeql, "resolveQueries"),
         databaseAnalyze: resolveFunction(partialCodeql, "databaseAnalyze"),
     };
@@ -418,6 +419,18 @@ function getCodeQLForCmd(cmd) {
                 databasePath,
             ], error_matcher_1.errorMatchers);
         },
+        async resolveLanguages() {
+            const codeqlArgs = ["resolve", "languages", "--format=json"];
+            let output = "";
+            await new toolrunner.ToolRunner(cmd, codeqlArgs, {
+                listeners: {
+                    stdout: (data) => {
+                        output += data.toString();
+                    },
+                },
+            }).exec();
+            return JSON.parse(output);
+        },
         async resolveQueries(queries, extraSearchPath) {
             const codeqlArgs = [
                 "resolve",
diff --git a/lib/codeql.js.map b/lib/codeql.js.map
index 9aa4b229e..9edfa237e 100644
--- a/lib/codeql.js.map
+++ b/lib/codeql.js.map
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/lib/config-utils.js b/lib/config-utils.js
index 3e27873d4..4585cf4c8 100644
--- a/lib/config-utils.js
+++ b/lib/config-utils.js
@@ -336,7 +336,7 @@ async function getLanguagesInRepo(repository, apiDetails, logger) {
  * If no languages could be detected from either the workflow or the repository
  * then throw an error.
  */
-async function getLanguages(languagesInput, repository, apiDetails, logger) {
+async function getLanguages(codeQL, languagesInput, repository, apiDetails, logger) {
     // Obtain from action input 'languages' if set
     let languages = (languagesInput || "")
         .split(",")
@@ -346,6 +346,8 @@ async function getLanguages(languagesInput, repository, apiDetails, logger) {
     if (languages.length === 0) {
         // Obtain languages as all languages in the repo that can be analysed
         languages = await getLanguagesInRepo(repository, apiDetails, logger);
+        const availableLanguages = await codeQL.resolveLanguages();
+        languages = languages.filter((value) => value in availableLanguages);
         logger.info(`Automatically detected languages: ${JSON.stringify(languages)}`);
     }
     // If the languages parameter was not given and no languages were
@@ -392,7 +394,7 @@ function shouldAddConfigFileQueries(queriesInput) {
  * Get the default config for when the user has not supplied one.
  */
 async function getDefaultConfig(languagesInput, queriesInput, dbLocation, repository, tempDir, toolCacheDir, codeQL, checkoutPath, gitHubVersion, apiDetails, logger) {
-    const languages = await getLanguages(languagesInput, repository, apiDetails, logger);
+    const languages = await getLanguages(codeQL, languagesInput, repository, apiDetails, logger);
     const queries = {};
     for (const language of languages) {
         queries[language] = {
@@ -441,7 +443,7 @@ async function loadConfig(languagesInput, queriesInput, configFile, dbLocation,
             throw new Error(getNameInvalid(configFile));
         }
     }
-    const languages = await getLanguages(languagesInput, repository, apiDetails, logger);
+    const languages = await getLanguages(codeQL, languagesInput, repository, apiDetails, logger);
     const queries = {};
     for (const language of languages) {
         queries[language] = {
diff --git a/lib/config-utils.js.map b/lib/config-utils.js.map
index ca108ce73..27dcead27 100644
--- a/lib/config-utils.js.map
+++ b/lib/config-utils.js.map
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/lib/config-utils.test.js b/lib/config-utils.test.js
index d8d06000e..50c96a82a 100644
--- a/lib/config-utils.test.js
+++ b/lib/config-utils.test.js
@@ -531,8 +531,13 @@ ava_1.default("Invalid format of remote config handled correctly", async (t) =>
 ava_1.default("No detected languages", async (t) => {
     return await util.withTmpDir(async (tmpDir) => {
         mockListLanguages([]);
+        const codeQL = codeql_1.setCodeQL({
+            async resolveLanguages() {
+                return {};
+            },
+        });
         try {
-            await configUtils.initConfig(undefined, undefined, undefined, undefined, { owner: "github", repo: "example " }, tmpDir, tmpDir, codeql_1.getCachedCodeQL(), tmpDir, gitHubVersion, sampleApiDetails, logging_1.getRunnerLogger(true));
+            await configUtils.initConfig(undefined, undefined, undefined, undefined, { owner: "github", repo: "example " }, tmpDir, tmpDir, codeQL, tmpDir, gitHubVersion, sampleApiDetails, logging_1.getRunnerLogger(true));
             throw new Error("initConfig did not throw error");
         }
         catch (err) {
diff --git a/lib/config-utils.test.js.map b/lib/config-utils.test.js.map
index b7c01874e..d93760200 100644
--- a/lib/config-utils.test.js.map
+++ b/lib/config-utils.test.js.map
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/src/codeql.ts b/src/codeql.ts
index 900aae88c..0b8fdc81d 100644
--- a/src/codeql.ts
+++ b/src/codeql.ts
@@ -77,6 +77,10 @@ export interface CodeQL {
    * Finalize a database using 'codeql database finalize'.
    */
   finalizeDatabase(databasePath: string, threadsFlag: string): Promise<void>;
+  /**
+   * Run 'codeql resolve languages'.
+   */
+  resolveLanguages(): Promise<ResolveLanguagesOutput>;
   /**
    * Run 'codeql resolve queries'.
    */
@@ -99,6 +103,10 @@ export interface CodeQL {
   ): Promise<string>;
 }
 
+export interface ResolveLanguagesOutput {
+  [language: string]: [string];
+}
+
 export interface ResolveQueriesOutput {
   byLanguage: {
     [language: string]: {
@@ -478,6 +486,7 @@ export function setCodeQL(partialCodeql: Partial<CodeQL>): CodeQL {
       "extractScannedLanguage"
     ),
     finalizeDatabase: resolveFunction(partialCodeql, "finalizeDatabase"),
+    resolveLanguages: resolveFunction(partialCodeql, "resolveLanguages"),
     resolveQueries: resolveFunction(partialCodeql, "resolveQueries"),
     databaseAnalyze: resolveFunction(partialCodeql, "databaseAnalyze"),
   };
@@ -654,6 +663,19 @@ function getCodeQLForCmd(cmd: string): CodeQL {
         errorMatchers
       );
     },
+    async resolveLanguages() {
+      const codeqlArgs = ["resolve", "languages", "--format=json"];
+      let output = "";
+      await new toolrunner.ToolRunner(cmd, codeqlArgs, {
+        listeners: {
+          stdout: (data: Buffer) => {
+            output += data.toString();
+          },
+        },
+      }).exec();
+
+      return JSON.parse(output);
+    },
     async resolveQueries(
       queries: string[],
       extraSearchPath: string | undefined
diff --git a/src/config-utils.test.ts b/src/config-utils.test.ts
index a97da4263..c0b3d10ff 100644
--- a/src/config-utils.test.ts
+++ b/src/config-utils.test.ts
@@ -926,6 +926,11 @@ test("Invalid format of remote config handled correctly", async (t) => {
 test("No detected languages", async (t) => {
   return await util.withTmpDir(async (tmpDir) => {
     mockListLanguages([]);
+    const codeQL = setCodeQL({
+      async resolveLanguages() {
+        return {};
+      },
+    });
 
     try {
       await configUtils.initConfig(
@@ -936,7 +941,7 @@ test("No detected languages", async (t) => {
         { owner: "github", repo: "example " },
         tmpDir,
         tmpDir,
-        getCachedCodeQL(),
+        codeQL,
         tmpDir,
         gitHubVersion,
         sampleApiDetails,
diff --git a/src/config-utils.ts b/src/config-utils.ts
index 9a7790f13..665b5f7f0 100644
--- a/src/config-utils.ts
+++ b/src/config-utils.ts
@@ -653,6 +653,7 @@ async function getLanguagesInRepo(
  * then throw an error.
  */
 async function getLanguages(
+  codeQL: CodeQL,
   languagesInput: string | undefined,
   repository: RepositoryNwo,
   apiDetails: api.GitHubApiDetails,
@@ -668,6 +669,8 @@ async function getLanguages(
   if (languages.length === 0) {
     // Obtain languages as all languages in the repo that can be analysed
     languages = await getLanguagesInRepo(repository, apiDetails, logger);
+    const availableLanguages = await codeQL.resolveLanguages();
+    languages = languages.filter((value) => value in availableLanguages);
     logger.info(
       `Automatically detected languages: ${JSON.stringify(languages)}`
     );
@@ -754,6 +757,7 @@ export async function getDefaultConfig(
   logger: Logger
 ): Promise<Config> {
   const languages = await getLanguages(
+    codeQL,
     languagesInput,
     repository,
     apiDetails,
@@ -833,6 +837,7 @@ async function loadConfig(
   }
 
   const languages = await getLanguages(
+    codeQL,
     languagesInput,
     repository,
     apiDetails,