diff --git a/.github/workflows/test-graalpy.yml b/.github/workflows/test-graalpy.yml
new file mode 100644
index 000000000..c18001088
--- /dev/null
+++ b/.github/workflows/test-graalpy.yml
@@ -0,0 +1,116 @@
+name: Validate GraalPy e2e
+
+on:
+  push:
+    branches:
+      - main
+    paths-ignore:
+      - '**.md'
+  pull_request:
+    paths-ignore:
+      - '**.md'
+
+jobs:
+  setup-graalpy:
+    name: Setup GraalPy ${{ matrix.graalpy }} ${{ matrix.os }}
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        os: [macos-latest, ubuntu-20.04, ubuntu-latest]
+        graalpy:
+          - 'graalpy-23.0'
+          - 'graalpy-22.3'
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v3
+
+      - name: setup-python ${{ matrix.graalpy }}
+        id: setup-python
+        uses: ./
+        with:
+          python-version: ${{ matrix.graalpy }}
+
+      - name: Check python-path
+        run: ./__tests__/check-python-path.sh '${{ steps.setup-python.outputs.python-path }}'
+        shell: bash
+
+      - name: GraalPy and Python version
+        run: python --version
+
+      - name: Run simple code
+        run: python -c 'import math; print(math.factorial(5))'
+
+      - name: Assert GraalPy is running
+        run: |
+          import platform
+          assert platform.python_implementation().lower() == "graalvm"
+        shell: python
+
+      - name: Assert expected binaries (or symlinks) are present
+        run: |
+          EXECUTABLE=${{ matrix.graalpy }}
+          EXECUTABLE=${EXECUTABLE/graalpy-/graalpy}  # remove the first '-' in "graalpy-X.Y" -> "graalpyX.Y" to match executable name
+          EXECUTABLE=${EXECUTABLE%%-*}  # remove any -* suffixe
+          ${EXECUTABLE} --version
+        shell: bash
+
+  setup-graalpy-noenv:
+    name: Setup GraalPy ${{ matrix.graalpy }} ${{ matrix.os }} (noenv)
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        os: [macos-latest, ubuntu-20.04, ubuntu-latest]
+        graalpy: ['graalpy23.0', 'graalpy22.3']
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v3
+
+      - name: setup-python ${{ matrix.graalpy }}
+        id: setup-python
+        uses: ./
+        with:
+          python-version: ${{ matrix.graalpy }}
+          update-environment: false
+
+      - name: GraalPy and Python version
+        run: ${{ steps.setup-python.outputs.python-path }} --version
+
+      - name: Run simple code
+        run: ${{ steps.setup-python.outputs.python-path }} -c 'import math; print(math.factorial(5))'
+
+  check-latest:
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        os: [ubuntu-latest, macos-latest]
+    steps:
+      - uses: actions/checkout@v3
+      - name: Setup GraalPy and check latest
+        uses: ./
+        with:
+          python-version: 'graalpy-23.x'
+          check-latest: true
+      - name: GraalPy and Python version
+        run: python --version
+
+      - name: Run simple code
+        run: python -c 'import math; print(math.factorial(5))'
+
+      - name: Assert GraalPy is running
+        run: |
+          import platform
+          assert platform.python_implementation().lower() == "graalvm"
+        shell: python
+
+      - name: Assert expected binaries (or symlinks) are present
+        run: |
+          EXECUTABLE="graalpy-23.0"
+          EXECUTABLE=${EXECUTABLE/-/}  # remove the first '-' in "graalpy-X.Y" -> "graalpyX.Y" to match executable name
+          EXECUTABLE=${EXECUTABLE%%-*}  # remove any -* suffixe
+          ${EXECUTABLE} --version
+        shell: bash
diff --git a/__tests__/data/graalpy.json b/__tests__/data/graalpy.json
new file mode 100644
index 000000000..b753d713b
--- /dev/null
+++ b/__tests__/data/graalpy.json
@@ -0,0 +1,5798 @@
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+          "followers_url": "https://api.github.com/users/ezzarghili/followers",
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+          "gists_url": "https://api.github.com/users/ezzarghili/gists{/gist_id}",
+          "starred_url": "https://api.github.com/users/ezzarghili/starred{/owner}{/repo}",
+          "subscriptions_url": "https://api.github.com/users/ezzarghili/subscriptions",
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+          "starred_url": "https://api.github.com/users/ezzarghili/starred{/owner}{/repo}",
+          "subscriptions_url": "https://api.github.com/users/ezzarghili/subscriptions",
+          "organizations_url": "https://api.github.com/users/ezzarghili/orgs",
+          "repos_url": "https://api.github.com/users/ezzarghili/repos",
+          "events_url": "https://api.github.com/users/ezzarghili/events{/privacy}",
+          "received_events_url": "https://api.github.com/users/ezzarghili/received_events",
+          "type": "User",
+          "site_admin": false
+        },
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+        "state": "uploaded",
+        "size": 64,
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+          "url": "https://api.github.com/users/ezzarghili",
+          "html_url": "https://github.com/ezzarghili",
+          "followers_url": "https://api.github.com/users/ezzarghili/followers",
+          "following_url": "https://api.github.com/users/ezzarghili/following{/other_user}",
+          "gists_url": "https://api.github.com/users/ezzarghili/gists{/gist_id}",
+          "starred_url": "https://api.github.com/users/ezzarghili/starred{/owner}{/repo}",
+          "subscriptions_url": "https://api.github.com/users/ezzarghili/subscriptions",
+          "organizations_url": "https://api.github.com/users/ezzarghili/orgs",
+          "repos_url": "https://api.github.com/users/ezzarghili/repos",
+          "events_url": "https://api.github.com/users/ezzarghili/events{/privacy}",
+          "received_events_url": "https://api.github.com/users/ezzarghili/received_events",
+          "type": "User",
+          "site_admin": false
+        },
+        "content_type": "application/binary",
+        "state": "uploaded",
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+        "download_count": 4841,
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+        "browser_download_url": "https://github.com/oracle/graalpython/releases/download/vm-21.3.0/python-installable-svm-java11-linux-amd64-21.3.0.jar"
+      },
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+        "url": "https://api.github.com/repos/oracle/graalpython/releases/assets/47332907",
+        "id": 47332907,
+        "node_id": "RA_kwDOB73d0M4C0j4r",
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+          "gravatar_id": "",
+          "url": "https://api.github.com/users/ezzarghili",
+          "html_url": "https://github.com/ezzarghili",
+          "followers_url": "https://api.github.com/users/ezzarghili/followers",
+          "following_url": "https://api.github.com/users/ezzarghili/following{/other_user}",
+          "gists_url": "https://api.github.com/users/ezzarghili/gists{/gist_id}",
+          "starred_url": "https://api.github.com/users/ezzarghili/starred{/owner}{/repo}",
+          "subscriptions_url": "https://api.github.com/users/ezzarghili/subscriptions",
+          "organizations_url": "https://api.github.com/users/ezzarghili/orgs",
+          "repos_url": "https://api.github.com/users/ezzarghili/repos",
+          "events_url": "https://api.github.com/users/ezzarghili/events{/privacy}",
+          "received_events_url": "https://api.github.com/users/ezzarghili/received_events",
+          "type": "User",
+          "site_admin": false
+        },
+        "content_type": "application/binary",
+        "state": "uploaded",
+        "size": 64,
+        "download_count": 5,
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+        "updated_at": "2021-10-19T08:39:34Z",
+        "browser_download_url": "https://github.com/oracle/graalpython/releases/download/vm-21.3.0/python-installable-svm-java11-linux-amd64-21.3.0.jar.sha256"
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+        "url": "https://api.github.com/repos/oracle/graalpython/releases/assets/47332862",
+        "id": 47332862,
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+          "gravatar_id": "",
+          "url": "https://api.github.com/users/ezzarghili",
+          "html_url": "https://github.com/ezzarghili",
+          "followers_url": "https://api.github.com/users/ezzarghili/followers",
+          "following_url": "https://api.github.com/users/ezzarghili/following{/other_user}",
+          "gists_url": "https://api.github.com/users/ezzarghili/gists{/gist_id}",
+          "starred_url": "https://api.github.com/users/ezzarghili/starred{/owner}{/repo}",
+          "subscriptions_url": "https://api.github.com/users/ezzarghili/subscriptions",
+          "organizations_url": "https://api.github.com/users/ezzarghili/orgs",
+          "repos_url": "https://api.github.com/users/ezzarghili/repos",
+          "events_url": "https://api.github.com/users/ezzarghili/events{/privacy}",
+          "received_events_url": "https://api.github.com/users/ezzarghili/received_events",
+          "type": "User",
+          "site_admin": false
+        },
+        "content_type": "application/binary",
+        "state": "uploaded",
+        "size": 131162691,
+        "download_count": 188,
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+        "updated_at": "2021-10-19T08:38:46Z",
+        "browser_download_url": "https://github.com/oracle/graalpython/releases/download/vm-21.3.0/python-installable-svm-java17-darwin-amd64-21.3.0.jar"
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+        "url": "https://api.github.com/repos/oracle/graalpython/releases/assets/47332908",
+        "id": 47332908,
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+        "uploader": {
+          "login": "ezzarghili",
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+          "gravatar_id": "",
+          "url": "https://api.github.com/users/ezzarghili",
+          "html_url": "https://github.com/ezzarghili",
+          "followers_url": "https://api.github.com/users/ezzarghili/followers",
+          "following_url": "https://api.github.com/users/ezzarghili/following{/other_user}",
+          "gists_url": "https://api.github.com/users/ezzarghili/gists{/gist_id}",
+          "starred_url": "https://api.github.com/users/ezzarghili/starred{/owner}{/repo}",
+          "subscriptions_url": "https://api.github.com/users/ezzarghili/subscriptions",
+          "organizations_url": "https://api.github.com/users/ezzarghili/orgs",
+          "repos_url": "https://api.github.com/users/ezzarghili/repos",
+          "events_url": "https://api.github.com/users/ezzarghili/events{/privacy}",
+          "received_events_url": "https://api.github.com/users/ezzarghili/received_events",
+          "type": "User",
+          "site_admin": false
+        },
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+          "gravatar_id": "",
+          "url": "https://api.github.com/users/ezzarghili",
+          "html_url": "https://github.com/ezzarghili",
+          "followers_url": "https://api.github.com/users/ezzarghili/followers",
+          "following_url": "https://api.github.com/users/ezzarghili/following{/other_user}",
+          "gists_url": "https://api.github.com/users/ezzarghili/gists{/gist_id}",
+          "starred_url": "https://api.github.com/users/ezzarghili/starred{/owner}{/repo}",
+          "subscriptions_url": "https://api.github.com/users/ezzarghili/subscriptions",
+          "organizations_url": "https://api.github.com/users/ezzarghili/orgs",
+          "repos_url": "https://api.github.com/users/ezzarghili/repos",
+          "events_url": "https://api.github.com/users/ezzarghili/events{/privacy}",
+          "received_events_url": "https://api.github.com/users/ezzarghili/received_events",
+          "type": "User",
+          "site_admin": false
+        },
+        "content_type": "application/binary",
+        "state": "uploaded",
+        "size": 127651756,
+        "download_count": 3398,
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+        "updated_at": "2021-10-19T08:39:12Z",
+        "browser_download_url": "https://github.com/oracle/graalpython/releases/download/vm-21.3.0/python-installable-svm-java17-linux-amd64-21.3.0.jar"
+      },
+      {
+        "url": "https://api.github.com/repos/oracle/graalpython/releases/assets/47332910",
+        "id": 47332910,
+        "node_id": "RA_kwDOB73d0M4C0j4u",
+        "name": "python-installable-svm-java17-linux-amd64-21.3.0.jar.sha256",
+        "label": "",
+        "uploader": {
+          "login": "ezzarghili",
+          "id": 8616968,
+          "node_id": "MDQ6VXNlcjg2MTY5Njg=",
+          "avatar_url": "https://avatars.githubusercontent.com/u/8616968?v=4",
+          "gravatar_id": "",
+          "url": "https://api.github.com/users/ezzarghili",
+          "html_url": "https://github.com/ezzarghili",
+          "followers_url": "https://api.github.com/users/ezzarghili/followers",
+          "following_url": "https://api.github.com/users/ezzarghili/following{/other_user}",
+          "gists_url": "https://api.github.com/users/ezzarghili/gists{/gist_id}",
+          "starred_url": "https://api.github.com/users/ezzarghili/starred{/owner}{/repo}",
+          "subscriptions_url": "https://api.github.com/users/ezzarghili/subscriptions",
+          "organizations_url": "https://api.github.com/users/ezzarghili/orgs",
+          "repos_url": "https://api.github.com/users/ezzarghili/repos",
+          "events_url": "https://api.github.com/users/ezzarghili/events{/privacy}",
+          "received_events_url": "https://api.github.com/users/ezzarghili/received_events",
+          "type": "User",
+          "site_admin": false
+        },
+        "content_type": "application/binary",
+        "state": "uploaded",
+        "size": 64,
+        "download_count": 4,
+        "created_at": "2021-10-19T08:39:35Z",
+        "updated_at": "2021-10-19T08:39:35Z",
+        "browser_download_url": "https://github.com/oracle/graalpython/releases/download/vm-21.3.0/python-installable-svm-java17-linux-amd64-21.3.0.jar.sha256"
+      }
+    ],
+    "tarball_url": "https://api.github.com/repos/oracle/graalpython/tarball/vm-21.3.0",
+    "zipball_url": "https://api.github.com/repos/oracle/graalpython/zipball/vm-21.3.0",
+    "body": "This is a Python 3.8.5 implementation on top of GraalVM. Currently, it is under development and as such, it is not ready for any production use beyond simple usecases and scripting. The main focus of development right now is to get NumPy, SciPy and related libraries working.\r\n\r\nThe Python language component can be added to GraalVM using the `gu` utility.\r\n\r\nMore information is available on the GraalVM website: http://www.graalvm.org/reference-manual/python/\r\n"
+  }
+]
diff --git a/__tests__/find-graalpy.test.ts b/__tests__/find-graalpy.test.ts
new file mode 100644
index 000000000..1eb065fea
--- /dev/null
+++ b/__tests__/find-graalpy.test.ts
@@ -0,0 +1,378 @@
+import fs from 'fs';
+
+import {HttpClient} from '@actions/http-client';
+import * as ifm from '@actions/http-client/interfaces';
+import * as tc from '@actions/tool-cache';
+import * as exec from '@actions/exec';
+import * as core from '@actions/core';
+
+import * as path from 'path';
+import * as semver from 'semver';
+
+import * as finder from '../src/find-graalpy';
+import {IGraalPyManifestRelease, IS_WINDOWS} from '../src/utils';
+
+import manifestData from './data/graalpy.json';
+
+const architecture = 'x64';
+
+const toolDir = path.join(__dirname, 'runner', 'tools');
+const tempDir = path.join(__dirname, 'runner', 'temp');
+
+/* GraalPy doesn't have a windows release yet */
+const describeSkipOnWindows = IS_WINDOWS ? describe.skip : describe;
+
+describe('parseGraalPyVersion', () => {
+  it.each([
+    ['graalpy-23', '23'],
+    ['graalpy-23.0', '23.0'],
+    ['graalpy23.0', '23.0']
+  ])('%s -> %s', (input, expected) => {
+    expect(finder.parseGraalPyVersion(input)).toEqual(expected);
+  });
+
+  it.each(['', 'graalpy-', 'graalpy', 'p', 'notgraalpy-'])(
+    'throw on invalid input "%s"',
+    input => {
+      expect(() => finder.parseGraalPyVersion(input)).toThrow(
+        "Invalid 'version' property for GraalPy. GraalPy version should be specified as 'graalpy<python-version>' or 'graalpy-<python-version>'. See README for examples and documentation."
+      );
+    }
+  );
+});
+
+describe('findGraalPyToolCache', () => {
+  const actualGraalPyVersion = '23.0.0';
+  const graalpyPath = path.join('GraalPy', actualGraalPyVersion, architecture);
+  let tcFind: jest.SpyInstance;
+  let infoSpy: jest.SpyInstance;
+  let warningSpy: jest.SpyInstance;
+  let debugSpy: jest.SpyInstance;
+  let addPathSpy: jest.SpyInstance;
+  let exportVariableSpy: jest.SpyInstance;
+  let setOutputSpy: jest.SpyInstance;
+
+  beforeEach(() => {
+    tcFind = jest.spyOn(tc, 'find');
+    tcFind.mockImplementation((toolname: string, pythonVersion: string) => {
+      const semverVersion = new semver.Range(pythonVersion);
+      return semver.satisfies(actualGraalPyVersion, semverVersion)
+        ? graalpyPath
+        : '';
+    });
+
+    infoSpy = jest.spyOn(core, 'info');
+    infoSpy.mockImplementation(() => null);
+
+    warningSpy = jest.spyOn(core, 'warning');
+    warningSpy.mockImplementation(() => null);
+
+    debugSpy = jest.spyOn(core, 'debug');
+    debugSpy.mockImplementation(() => null);
+
+    addPathSpy = jest.spyOn(core, 'addPath');
+    addPathSpy.mockImplementation(() => null);
+
+    exportVariableSpy = jest.spyOn(core, 'exportVariable');
+    exportVariableSpy.mockImplementation(() => null);
+
+    setOutputSpy = jest.spyOn(core, 'setOutput');
+    setOutputSpy.mockImplementation(() => null);
+  });
+
+  afterEach(() => {
+    jest.resetAllMocks();
+    jest.clearAllMocks();
+    jest.restoreAllMocks();
+  });
+
+  it('GraalPy exists on the path and versions are satisfied', () => {
+    expect(finder.findGraalPyToolCache('23.0.0', architecture)).toEqual({
+      installDir: graalpyPath,
+      resolvedGraalPyVersion: actualGraalPyVersion
+    });
+  });
+
+  it('GraalPy exists on the path and versions are satisfied with semver', () => {
+    expect(finder.findGraalPyToolCache('23.0', architecture)).toEqual({
+      installDir: graalpyPath,
+      resolvedGraalPyVersion: actualGraalPyVersion
+    });
+  });
+
+  it("GraalPy exists on the path, but version doesn't match", () => {
+    expect(finder.findGraalPyToolCache('22.3', architecture)).toEqual({
+      installDir: '',
+      resolvedGraalPyVersion: ''
+    });
+  });
+});
+
+describeSkipOnWindows('findGraalPyVersion', () => {
+  let getBooleanInputSpy: jest.SpyInstance;
+  let warningSpy: jest.SpyInstance;
+  let debugSpy: jest.SpyInstance;
+  let infoSpy: jest.SpyInstance;
+  let addPathSpy: jest.SpyInstance;
+  let exportVariableSpy: jest.SpyInstance;
+  let setOutputSpy: jest.SpyInstance;
+  let tcFind: jest.SpyInstance;
+  let spyExtractZip: jest.SpyInstance;
+  let spyExtractTar: jest.SpyInstance;
+  let spyHttpClient: jest.SpyInstance;
+  let spyExistsSync: jest.SpyInstance;
+  let spyExec: jest.SpyInstance;
+  let spySymlinkSync: jest.SpyInstance;
+  let spyDownloadTool: jest.SpyInstance;
+  let spyFsReadDir: jest.SpyInstance;
+  let spyCacheDir: jest.SpyInstance;
+  let spyChmodSync: jest.SpyInstance;
+  let spyCoreAddPath: jest.SpyInstance;
+  let spyCoreExportVariable: jest.SpyInstance;
+  const env = process.env;
+
+  beforeEach(() => {
+    getBooleanInputSpy = jest.spyOn(core, 'getBooleanInput');
+    getBooleanInputSpy.mockImplementation(() => false);
+
+    infoSpy = jest.spyOn(core, 'info');
+    infoSpy.mockImplementation(() => {});
+
+    warningSpy = jest.spyOn(core, 'warning');
+    warningSpy.mockImplementation(() => null);
+
+    debugSpy = jest.spyOn(core, 'debug');
+    debugSpy.mockImplementation(() => null);
+
+    addPathSpy = jest.spyOn(core, 'addPath');
+    addPathSpy.mockImplementation(() => null);
+
+    exportVariableSpy = jest.spyOn(core, 'exportVariable');
+    exportVariableSpy.mockImplementation(() => null);
+
+    setOutputSpy = jest.spyOn(core, 'setOutput');
+    setOutputSpy.mockImplementation(() => null);
+
+    jest.resetModules();
+    process.env = {...env};
+    tcFind = jest.spyOn(tc, 'find');
+    tcFind.mockImplementation((tool: string, version: string) => {
+      const semverRange = new semver.Range(version);
+      let graalpyPath = '';
+      if (semver.satisfies('23.0.0', semverRange)) {
+        graalpyPath = path.join(toolDir, 'GraalPy', '23.0.0', architecture);
+      }
+      return graalpyPath;
+    });
+
+    spyDownloadTool = jest.spyOn(tc, 'downloadTool');
+    spyDownloadTool.mockImplementation(() => path.join(tempDir, 'GraalPy'));
+
+    spyExtractZip = jest.spyOn(tc, 'extractZip');
+    spyExtractZip.mockImplementation(() => tempDir);
+
+    spyExtractTar = jest.spyOn(tc, 'extractTar');
+    spyExtractTar.mockImplementation(() => tempDir);
+
+    spyFsReadDir = jest.spyOn(fs, 'readdirSync');
+    spyFsReadDir.mockImplementation((directory: string) => ['GraalPyTest']);
+
+    spyHttpClient = jest.spyOn(HttpClient.prototype, 'getJson');
+    spyHttpClient.mockImplementation(
+      async (): Promise<ifm.ITypedResponse<IGraalPyManifestRelease[]>> => {
+        const result = JSON.stringify(manifestData);
+        return {
+          statusCode: 200,
+          headers: {},
+          result: JSON.parse(result) as IGraalPyManifestRelease[]
+        };
+      }
+    );
+
+    spyExec = jest.spyOn(exec, 'exec');
+    spyExec.mockImplementation(() => undefined);
+
+    spySymlinkSync = jest.spyOn(fs, 'symlinkSync');
+    spySymlinkSync.mockImplementation(() => undefined);
+
+    spyExistsSync = jest.spyOn(fs, 'existsSync');
+    spyExistsSync.mockReturnValue(true);
+
+    spyCoreAddPath = jest.spyOn(core, 'addPath');
+
+    spyCoreExportVariable = jest.spyOn(core, 'exportVariable');
+  });
+
+  afterEach(() => {
+    jest.resetAllMocks();
+    jest.clearAllMocks();
+    jest.restoreAllMocks();
+    process.env = env;
+  });
+
+  it('found GraalPy in toolcache', async () => {
+    await expect(
+      finder.findGraalPyVersion(
+        'graalpy-23.0',
+        architecture,
+        true,
+        false,
+        false
+      )
+    ).resolves.toEqual('23.0.0');
+    expect(spyCoreAddPath).toHaveBeenCalled();
+    expect(spyCoreExportVariable).toHaveBeenCalledWith(
+      'pythonLocation',
+      expect.anything()
+    );
+    expect(spyCoreExportVariable).toHaveBeenCalledWith(
+      'PKG_CONFIG_PATH',
+      expect.anything()
+    );
+  });
+
+  it('throw on invalid input format', async () => {
+    await expect(
+      finder.findGraalPyVersion('graalpy-x23', architecture, true, false, false)
+    ).rejects.toThrow();
+  });
+
+  it('found and install successfully', async () => {
+    spyCacheDir = jest.spyOn(tc, 'cacheDir');
+    spyCacheDir.mockImplementation(() =>
+      path.join(toolDir, 'GraalPy', '23.0.0', architecture)
+    );
+    spyChmodSync = jest.spyOn(fs, 'chmodSync');
+    spyChmodSync.mockImplementation(() => undefined);
+    await expect(
+      finder.findGraalPyVersion(
+        'graalpy-23.0.0',
+        architecture,
+        true,
+        false,
+        false
+      )
+    ).resolves.toEqual('23.0.0');
+    expect(spyCoreAddPath).toHaveBeenCalled();
+    expect(spyCoreExportVariable).toHaveBeenCalledWith(
+      'pythonLocation',
+      expect.anything()
+    );
+    expect(spyCoreExportVariable).toHaveBeenCalledWith(
+      'PKG_CONFIG_PATH',
+      expect.anything()
+    );
+  });
+
+  it('found and install successfully without environment update', async () => {
+    spyCacheDir = jest.spyOn(tc, 'cacheDir');
+    spyCacheDir.mockImplementation(() =>
+      path.join(toolDir, 'GraalPy', '23.0.0', architecture)
+    );
+    spyChmodSync = jest.spyOn(fs, 'chmodSync');
+    spyChmodSync.mockImplementation(() => undefined);
+    await expect(
+      finder.findGraalPyVersion(
+        'graalpy-23.0.0',
+        architecture,
+        false,
+        false,
+        false
+      )
+    ).resolves.toEqual('23.0.0');
+    expect(spyCoreAddPath).not.toHaveBeenCalled();
+    expect(spyCoreExportVariable).not.toHaveBeenCalled();
+  });
+
+  it('throw if release is not found', async () => {
+    await expect(
+      finder.findGraalPyVersion(
+        'graalpy-19.0.0',
+        architecture,
+        true,
+        false,
+        false
+      )
+    ).rejects.toThrow(
+      `GraalPy version 19.0.0 with arch ${architecture} not found`
+    );
+  });
+
+  it('check-latest enabled version found and used from toolcache', async () => {
+    await expect(
+      finder.findGraalPyVersion(
+        'graalpy-23.0.0',
+        architecture,
+        false,
+        true,
+        false
+      )
+    ).resolves.toEqual('23.0.0');
+
+    expect(infoSpy).toHaveBeenCalledWith('Resolved as GraalPy 23.0.0');
+  });
+
+  it('check-latest enabled version found and install successfully', async () => {
+    spyCacheDir = jest.spyOn(tc, 'cacheDir');
+    spyCacheDir.mockImplementation(() =>
+      path.join(toolDir, 'GraalPy', '23.0.0', architecture)
+    );
+    spyChmodSync = jest.spyOn(fs, 'chmodSync');
+    spyChmodSync.mockImplementation(() => undefined);
+    await expect(
+      finder.findGraalPyVersion(
+        'graalpy-23.0.0',
+        architecture,
+        false,
+        true,
+        false
+      )
+    ).resolves.toEqual('23.0.0');
+    expect(infoSpy).toHaveBeenCalledWith('Resolved as GraalPy 23.0.0');
+  });
+
+  it('check-latest enabled version is not found and used from toolcache', async () => {
+    tcFind.mockImplementationOnce((tool: string, version: string) => {
+      const semverRange = new semver.Range(version);
+      let graalpyPath = '';
+      if (semver.satisfies('22.3.4', semverRange)) {
+        graalpyPath = path.join(toolDir, 'GraalPy', '22.3.4', architecture);
+      }
+      return graalpyPath;
+    });
+    await expect(
+      finder.findGraalPyVersion(
+        'graalpy-22.3.4',
+        architecture,
+        false,
+        true,
+        false
+      )
+    ).resolves.toEqual('22.3.4');
+
+    expect(infoSpy).toHaveBeenCalledWith(
+      'Failed to resolve GraalPy 22.3.4 from manifest'
+    );
+  });
+
+  it('found and install successfully, pre-release fallback', async () => {
+    spyCacheDir = jest.spyOn(tc, 'cacheDir');
+    spyCacheDir.mockImplementation(() =>
+      path.join(toolDir, 'GraalPy', '23.1', architecture)
+    );
+    spyChmodSync = jest.spyOn(fs, 'chmodSync');
+    spyChmodSync.mockImplementation(() => undefined);
+    await expect(
+      finder.findGraalPyVersion(
+        'graalpy23.1',
+        architecture,
+        false,
+        false,
+        false
+      )
+    ).rejects.toThrow();
+    await expect(
+      finder.findGraalPyVersion('graalpy23.1', architecture, false, false, true)
+    ).resolves.toEqual('23.1.0-a.1');
+  });
+});
diff --git a/__tests__/install-graalpy.test.ts b/__tests__/install-graalpy.test.ts
new file mode 100644
index 000000000..25784e81a
--- /dev/null
+++ b/__tests__/install-graalpy.test.ts
@@ -0,0 +1,256 @@
+import fs from 'fs';
+
+import {HttpClient} from '@actions/http-client';
+import * as ifm from '@actions/http-client/interfaces';
+import * as tc from '@actions/tool-cache';
+import * as exec from '@actions/exec';
+import * as core from '@actions/core';
+import * as path from 'path';
+
+import * as installer from '../src/install-graalpy';
+import {
+  IGraalPyManifestRelease,
+  IGraalPyManifestAsset,
+  IS_WINDOWS
+} from '../src/utils';
+
+import manifestData from './data/graalpy.json';
+
+const architecture = 'x64';
+
+const toolDir = path.join(__dirname, 'runner', 'tools');
+const tempDir = path.join(__dirname, 'runner', 'temp');
+
+/* GraalPy doesn't have a windows release yet */
+const describeSkipOnWindows = IS_WINDOWS ? describe.skip : describe;
+
+describe('graalpyVersionToSemantic', () => {
+  it.each([
+    ['23.0.0a1', '23.0.0a1'],
+    ['23.0.0', '23.0.0'],
+    ['23.0.x', '23.0.x'],
+    ['23.x', '23.x']
+  ])('%s -> %s', (input, expected) => {
+    expect(installer.graalPyTagToVersion(input)).toEqual(expected);
+  });
+});
+
+describeSkipOnWindows('findRelease', () => {
+  const result = JSON.stringify(manifestData);
+  const releases = JSON.parse(result) as IGraalPyManifestRelease[];
+  const extension = 'tar.gz';
+  const arch = installer.toGraalPyArchitecture(architecture);
+  const platform = installer.toGraalPyPlatform(process.platform);
+  const extensionName = `${platform}-${arch}.${extension}`;
+  const files: IGraalPyManifestAsset = {
+    name: `graalpython-23.0.0-${extensionName}`,
+    browser_download_url: `https://github.com/oracle/graalpython/releases/download/graal-23.0.0/graalpython-23.0.0-${extensionName}`
+  };
+  const filesRC1: IGraalPyManifestAsset = {
+    name: `graalpython-23.1.0a1-${extensionName}`,
+    browser_download_url: `https://github.com/oracle/graalpython/releases/download/graal-23.1.0a1/graalpython-23.1.0a1-${extensionName}`
+  };
+
+  let warningSpy: jest.SpyInstance;
+  let debugSpy: jest.SpyInstance;
+  let infoSpy: jest.SpyInstance;
+
+  beforeEach(() => {
+    infoSpy = jest.spyOn(core, 'info');
+    infoSpy.mockImplementation(() => {});
+
+    warningSpy = jest.spyOn(core, 'warning');
+    warningSpy.mockImplementation(() => null);
+
+    debugSpy = jest.spyOn(core, 'debug');
+    debugSpy.mockImplementation(() => null);
+  });
+
+  it("GraalPy version doesn't match", () => {
+    const graalpyVersion = '12.0.0';
+    expect(
+      installer.findRelease(releases, graalpyVersion, architecture, false)
+    ).toEqual(null);
+  });
+
+  it('GraalPy version matches', () => {
+    const graalpyVersion = '23.0.0';
+    expect(
+      installer.findRelease(releases, graalpyVersion, architecture, false)
+    ).toMatchObject({
+      foundAsset: files,
+      resolvedGraalPyVersion: graalpyVersion
+    });
+  });
+
+  it('Preview version of GraalPy is found', () => {
+    const graalpyVersion = installer.graalPyTagToVersion('vm-23.1.0a1');
+    expect(
+      installer.findRelease(releases, graalpyVersion, architecture, false)
+    ).toMatchObject({
+      foundAsset: {
+        name: `graalpython-23.1.0a1-${extensionName}`,
+        browser_download_url: `https://github.com/oracle/graalpython/releases/download/graal-23.1.0a1/graalpython-23.1.0a1-${extensionName}`
+      },
+      resolvedGraalPyVersion: '23.1.0-a.1'
+    });
+  });
+
+  it('Latest GraalPy is found', () => {
+    const graalpyVersion = 'x';
+    expect(
+      installer.findRelease(releases, graalpyVersion, architecture, false)
+    ).toMatchObject({
+      foundAsset: files,
+      resolvedGraalPyVersion: '23.0.0'
+    });
+  });
+
+  it('GraalPy version matches semver (pre-release)', () => {
+    const graalpyVersion = '23.1.x';
+    expect(
+      installer.findRelease(releases, graalpyVersion, architecture, false)
+    ).toBeNull();
+    expect(
+      installer.findRelease(releases, graalpyVersion, architecture, true)
+    ).toMatchObject({
+      foundAsset: filesRC1,
+      resolvedGraalPyVersion: '23.1.0-a.1'
+    });
+  });
+});
+
+describeSkipOnWindows('installGraalPy', () => {
+  let tcFind: jest.SpyInstance;
+  let warningSpy: jest.SpyInstance;
+  let debugSpy: jest.SpyInstance;
+  let infoSpy: jest.SpyInstance;
+  let spyExtractZip: jest.SpyInstance;
+  let spyExtractTar: jest.SpyInstance;
+  let spyFsReadDir: jest.SpyInstance;
+  let spyFsWriteFile: jest.SpyInstance;
+  let spyHttpClient: jest.SpyInstance;
+  let spyExistsSync: jest.SpyInstance;
+  let spyExec: jest.SpyInstance;
+  let spySymlinkSync: jest.SpyInstance;
+  let spyDownloadTool: jest.SpyInstance;
+  let spyCacheDir: jest.SpyInstance;
+  let spyChmodSync: jest.SpyInstance;
+
+  beforeEach(() => {
+    tcFind = jest.spyOn(tc, 'find');
+    tcFind.mockImplementation(() =>
+      path.join('GraalPy', '3.6.12', architecture)
+    );
+
+    spyDownloadTool = jest.spyOn(tc, 'downloadTool');
+    spyDownloadTool.mockImplementation(() => path.join(tempDir, 'GraalPy'));
+
+    spyExtractZip = jest.spyOn(tc, 'extractZip');
+    spyExtractZip.mockImplementation(() => tempDir);
+
+    spyExtractTar = jest.spyOn(tc, 'extractTar');
+    spyExtractTar.mockImplementation(() => tempDir);
+
+    infoSpy = jest.spyOn(core, 'info');
+    infoSpy.mockImplementation(() => {});
+
+    warningSpy = jest.spyOn(core, 'warning');
+    warningSpy.mockImplementation(() => null);
+
+    debugSpy = jest.spyOn(core, 'debug');
+    debugSpy.mockImplementation(() => null);
+
+    spyFsReadDir = jest.spyOn(fs, 'readdirSync');
+    spyFsReadDir.mockImplementation(() => ['GraalPyTest']);
+
+    spyFsWriteFile = jest.spyOn(fs, 'writeFileSync');
+    spyFsWriteFile.mockImplementation(() => undefined);
+
+    spyHttpClient = jest.spyOn(HttpClient.prototype, 'getJson');
+    spyHttpClient.mockImplementation(
+      async (): Promise<ifm.ITypedResponse<IGraalPyManifestRelease[]>> => {
+        const result = JSON.stringify(manifestData);
+        return {
+          statusCode: 200,
+          headers: {},
+          result: JSON.parse(result) as IGraalPyManifestRelease[]
+        };
+      }
+    );
+
+    spyExec = jest.spyOn(exec, 'exec');
+    spyExec.mockImplementation(() => undefined);
+
+    spySymlinkSync = jest.spyOn(fs, 'symlinkSync');
+    spySymlinkSync.mockImplementation(() => undefined);
+
+    spyExistsSync = jest.spyOn(fs, 'existsSync');
+    spyExistsSync.mockImplementation(() => false);
+  });
+
+  afterEach(() => {
+    jest.resetAllMocks();
+    jest.clearAllMocks();
+    jest.restoreAllMocks();
+  });
+
+  it('throw if release is not found', async () => {
+    await expect(
+      installer.installGraalPy('7.3.3', architecture, false, undefined)
+    ).rejects.toThrow(
+      `GraalPy version 7.3.3 with arch ${architecture} not found`
+    );
+
+    expect(spyHttpClient).toHaveBeenCalled();
+    expect(spyDownloadTool).not.toHaveBeenCalled();
+    expect(spyExec).not.toHaveBeenCalled();
+  });
+
+  it('found and install GraalPy', async () => {
+    spyCacheDir = jest.spyOn(tc, 'cacheDir');
+    spyCacheDir.mockImplementation(() =>
+      path.join(toolDir, 'GraalPy', '21.3.0', architecture)
+    );
+
+    spyChmodSync = jest.spyOn(fs, 'chmodSync');
+    spyChmodSync.mockImplementation(() => undefined);
+
+    await expect(
+      installer.installGraalPy('21.x', architecture, false, undefined)
+    ).resolves.toEqual({
+      installDir: path.join(toolDir, 'GraalPy', '21.3.0', architecture),
+      resolvedGraalPyVersion: '21.3.0'
+    });
+
+    expect(spyHttpClient).toHaveBeenCalled();
+    expect(spyDownloadTool).toHaveBeenCalled();
+    expect(spyCacheDir).toHaveBeenCalled();
+    expect(spyExec).toHaveBeenCalled();
+  });
+
+  it('found and install GraalPy, pre-release fallback', async () => {
+    spyCacheDir = jest.spyOn(tc, 'cacheDir');
+    spyCacheDir.mockImplementation(() =>
+      path.join(toolDir, 'GraalPy', '23.1.0', architecture)
+    );
+
+    spyChmodSync = jest.spyOn(fs, 'chmodSync');
+    spyChmodSync.mockImplementation(() => undefined);
+
+    await expect(
+      installer.installGraalPy('23.1.x', architecture, false, undefined)
+    ).rejects.toThrow();
+    await expect(
+      installer.installGraalPy('23.1.x', architecture, true, undefined)
+    ).resolves.toEqual({
+      installDir: path.join(toolDir, 'GraalPy', '23.1.0', architecture),
+      resolvedGraalPyVersion: '23.1.0-a.1'
+    });
+
+    expect(spyHttpClient).toHaveBeenCalled();
+    expect(spyDownloadTool).toHaveBeenCalled();
+    expect(spyCacheDir).toHaveBeenCalled();
+    expect(spyExec).toHaveBeenCalled();
+  });
+});
diff --git a/__tests__/utils.test.ts b/__tests__/utils.test.ts
index 40ef2f6c5..f5e364788 100644
--- a/__tests__/utils.test.ts
+++ b/__tests__/utils.test.ts
@@ -11,7 +11,8 @@ import {
   isCacheFeatureAvailable,
   getVersionInputFromFile,
   getVersionInputFromPlainFile,
-  getVersionInputFromTomlFile
+  getVersionInputFromTomlFile,
+  getNextPageUrl
 } from '../src/utils';
 
 jest.mock('@actions/cache');
@@ -136,3 +137,25 @@ describe('Version from file test', () => {
     }
   );
 });
+
+describe('getNextPageUrl', () => {
+  it('GitHub API pagination next page is parsed correctly', () => {
+    function generateResponse(link: string) {
+      return {
+        statusCode: 200,
+        result: null,
+        headers: {
+          link: link
+        }
+      };
+    }
+    const page1Links =
+      '<https://api.github.com/repositories/129883600/releases?page=2>; rel="next", <https://api.github.com/repositories/129883600/releases?page=3>; rel="last"';
+    expect(getNextPageUrl(generateResponse(page1Links))).toStrictEqual(
+      'https://api.github.com/repositories/129883600/releases?page=2'
+    );
+    const page2Links =
+      '<https://api.github.com/repositories/129883600/releases?page=1>; rel="prev", <https://api.github.com/repositories/129883600/releases?page=1>; rel="first"';
+    expect(getNextPageUrl(generateResponse(page2Links))).toBeNull();
+  });
+});
diff --git a/dist/setup/index.js b/dist/setup/index.js
index 5876e7801..4f9ca50c6 100644
--- a/dist/setup/index.js
+++ b/dist/setup/index.js
@@ -69091,6 +69091,132 @@ class PoetryCache extends cache_distributor_1.default {
 exports["default"] = PoetryCache;
 
 
+/***/ }),
+
+/***/ 8040:
+/***/ (function(__unused_webpack_module, exports, __nccwpck_require__) {
+
+"use strict";
+
+var __createBinding = (this && this.__createBinding) || (Object.create ? (function(o, m, k, k2) {
+    if (k2 === undefined) k2 = k;
+    Object.defineProperty(o, k2, { enumerable: true, get: function() { return m[k]; } });
+}) : (function(o, m, k, k2) {
+    if (k2 === undefined) k2 = k;
+    o[k2] = m[k];
+}));
+var __setModuleDefault = (this && this.__setModuleDefault) || (Object.create ? (function(o, v) {
+    Object.defineProperty(o, "default", { enumerable: true, value: v });
+}) : function(o, v) {
+    o["default"] = v;
+});
+var __importStar = (this && this.__importStar) || function (mod) {
+    if (mod && mod.__esModule) return mod;
+    var result = {};
+    if (mod != null) for (var k in mod) if (k !== "default" && Object.prototype.hasOwnProperty.call(mod, k)) __createBinding(result, mod, k);
+    __setModuleDefault(result, mod);
+    return result;
+};
+var __awaiter = (this && this.__awaiter) || function (thisArg, _arguments, P, generator) {
+    function adopt(value) { return value instanceof P ? value : new P(function (resolve) { resolve(value); }); }
+    return new (P || (P = Promise))(function (resolve, reject) {
+        function fulfilled(value) { try { step(generator.next(value)); } catch (e) { reject(e); } }
+        function rejected(value) { try { step(generator["throw"](value)); } catch (e) { reject(e); } }
+        function step(result) { result.done ? resolve(result.value) : adopt(result.value).then(fulfilled, rejected); }
+        step((generator = generator.apply(thisArg, _arguments || [])).next());
+    });
+};
+Object.defineProperty(exports, "__esModule", ({ value: true }));
+exports.parseGraalPyVersion = exports.findGraalPyToolCache = exports.findGraalPyVersion = void 0;
+const path = __importStar(__nccwpck_require__(1017));
+const graalpyInstall = __importStar(__nccwpck_require__(8265));
+const utils_1 = __nccwpck_require__(1314);
+const semver = __importStar(__nccwpck_require__(1383));
+const core = __importStar(__nccwpck_require__(2186));
+const tc = __importStar(__nccwpck_require__(7784));
+function findGraalPyVersion(versionSpec, architecture, updateEnvironment, checkLatest, allowPreReleases) {
+    return __awaiter(this, void 0, void 0, function* () {
+        let resolvedGraalPyVersion = '';
+        let installDir;
+        let releases;
+        let graalpyVersionSpec = parseGraalPyVersion(versionSpec);
+        if (checkLatest) {
+            releases = yield graalpyInstall.getAvailableGraalPyVersions();
+            if (releases && releases.length > 0) {
+                const releaseData = graalpyInstall.findRelease(releases, graalpyVersionSpec, architecture, false);
+                if (releaseData) {
+                    core.info(`Resolved as GraalPy ${releaseData.resolvedGraalPyVersion}`);
+                    graalpyVersionSpec = releaseData.resolvedGraalPyVersion;
+                }
+                else {
+                    core.info(`Failed to resolve GraalPy ${graalpyVersionSpec} from manifest`);
+                }
+            }
+        }
+        ({ installDir, resolvedGraalPyVersion } = findGraalPyToolCache(graalpyVersionSpec, architecture));
+        if (!installDir) {
+            ({ installDir, resolvedGraalPyVersion } = yield graalpyInstall.installGraalPy(graalpyVersionSpec, architecture, allowPreReleases, releases));
+        }
+        const pipDir = utils_1.IS_WINDOWS ? 'Scripts' : 'bin';
+        const _binDir = path.join(installDir, pipDir);
+        const binaryExtension = utils_1.IS_WINDOWS ? '.exe' : '';
+        const pythonPath = path.join(utils_1.IS_WINDOWS ? installDir : _binDir, `python${binaryExtension}`);
+        const pythonLocation = utils_1.getBinaryDirectory(installDir);
+        if (updateEnvironment) {
+            core.exportVariable('pythonLocation', installDir);
+            // https://cmake.org/cmake/help/latest/module/FindPython.html#module:FindPython
+            core.exportVariable('Python_ROOT_DIR', installDir);
+            // https://cmake.org/cmake/help/latest/module/FindPython2.html#module:FindPython2
+            core.exportVariable('Python2_ROOT_DIR', installDir);
+            // https://cmake.org/cmake/help/latest/module/FindPython3.html#module:FindPython3
+            core.exportVariable('Python3_ROOT_DIR', installDir);
+            core.exportVariable('PKG_CONFIG_PATH', pythonLocation + '/lib/pkgconfig');
+            core.addPath(pythonLocation);
+            core.addPath(_binDir);
+        }
+        core.setOutput('python-version', 'graalpy' + resolvedGraalPyVersion);
+        core.setOutput('python-path', pythonPath);
+        return resolvedGraalPyVersion;
+    });
+}
+exports.findGraalPyVersion = findGraalPyVersion;
+function findGraalPyToolCache(graalpyVersion, architecture) {
+    let resolvedGraalPyVersion = '';
+    let installDir = tc.find('GraalPy', graalpyVersion, architecture);
+    if (installDir) {
+        // 'tc.find' finds tool based on Python version but we also need to check
+        // whether GraalPy version satisfies requested version.
+        resolvedGraalPyVersion = path.basename(path.dirname(installDir));
+        const isGraalPyVersionSatisfies = semver.satisfies(resolvedGraalPyVersion, graalpyVersion);
+        if (!isGraalPyVersionSatisfies) {
+            installDir = null;
+            resolvedGraalPyVersion = '';
+        }
+    }
+    if (!installDir) {
+        core.info(`GraalPy version ${graalpyVersion} was not found in the local cache`);
+    }
+    return { installDir, resolvedGraalPyVersion };
+}
+exports.findGraalPyToolCache = findGraalPyToolCache;
+function parseGraalPyVersion(versionSpec) {
+    const versions = versionSpec.split('-').filter(item => !!item);
+    if (/^(graalpy)(.+)/.test(versions[0])) {
+        const version = versions[0].replace('graalpy', '');
+        versions.splice(0, 1, 'graalpy', version);
+    }
+    if (versions.length < 2 || versions[0] != 'graalpy') {
+        throw new Error("Invalid 'version' property for GraalPy. GraalPy version should be specified as 'graalpy<python-version>' or 'graalpy-<python-version>'. See README for examples and documentation.");
+    }
+    const pythonVersion = versions[1];
+    if (!utils_1.validateVersion(pythonVersion)) {
+        throw new Error("Invalid 'version' property for GraalPy. GraalPy versions should satisfy SemVer notation. See README for examples and documentation.");
+    }
+    return pythonVersion;
+}
+exports.parseGraalPyVersion = parseGraalPyVersion;
+
+
 /***/ }),
 
 /***/ 4003:
@@ -69164,7 +69290,7 @@ function findPyPyVersion(versionSpec, architecture, updateEnvironment, checkLate
         const _binDir = path.join(installDir, pipDir);
         const binaryExtension = utils_1.IS_WINDOWS ? '.exe' : '';
         const pythonPath = path.join(utils_1.IS_WINDOWS ? installDir : _binDir, `python${binaryExtension}`);
-        const pythonLocation = pypyInstall.getPyPyBinaryPath(installDir);
+        const pythonLocation = utils_1.getBinaryDirectory(installDir);
         if (updateEnvironment) {
             core.exportVariable('pythonLocation', installDir);
             // https://cmake.org/cmake/help/latest/module/FindPython.html#module:FindPython
@@ -69419,6 +69545,222 @@ function pythonVersionToSemantic(versionSpec, allowPreReleases) {
 exports.pythonVersionToSemantic = pythonVersionToSemantic;
 
 
+/***/ }),
+
+/***/ 8265:
+/***/ (function(__unused_webpack_module, exports, __nccwpck_require__) {
+
+"use strict";
+
+var __createBinding = (this && this.__createBinding) || (Object.create ? (function(o, m, k, k2) {
+    if (k2 === undefined) k2 = k;
+    Object.defineProperty(o, k2, { enumerable: true, get: function() { return m[k]; } });
+}) : (function(o, m, k, k2) {
+    if (k2 === undefined) k2 = k;
+    o[k2] = m[k];
+}));
+var __setModuleDefault = (this && this.__setModuleDefault) || (Object.create ? (function(o, v) {
+    Object.defineProperty(o, "default", { enumerable: true, value: v });
+}) : function(o, v) {
+    o["default"] = v;
+});
+var __importStar = (this && this.__importStar) || function (mod) {
+    if (mod && mod.__esModule) return mod;
+    var result = {};
+    if (mod != null) for (var k in mod) if (k !== "default" && Object.prototype.hasOwnProperty.call(mod, k)) __createBinding(result, mod, k);
+    __setModuleDefault(result, mod);
+    return result;
+};
+var __awaiter = (this && this.__awaiter) || function (thisArg, _arguments, P, generator) {
+    function adopt(value) { return value instanceof P ? value : new P(function (resolve) { resolve(value); }); }
+    return new (P || (P = Promise))(function (resolve, reject) {
+        function fulfilled(value) { try { step(generator.next(value)); } catch (e) { reject(e); } }
+        function rejected(value) { try { step(generator["throw"](value)); } catch (e) { reject(e); } }
+        function step(result) { result.done ? resolve(result.value) : adopt(result.value).then(fulfilled, rejected); }
+        step((generator = generator.apply(thisArg, _arguments || [])).next());
+    });
+};
+var __importDefault = (this && this.__importDefault) || function (mod) {
+    return (mod && mod.__esModule) ? mod : { "default": mod };
+};
+Object.defineProperty(exports, "__esModule", ({ value: true }));
+exports.findAsset = exports.toGraalPyArchitecture = exports.toGraalPyPlatform = exports.findRelease = exports.graalPyTagToVersion = exports.getAvailableGraalPyVersions = exports.installGraalPy = void 0;
+const os = __importStar(__nccwpck_require__(2037));
+const path = __importStar(__nccwpck_require__(1017));
+const core = __importStar(__nccwpck_require__(2186));
+const tc = __importStar(__nccwpck_require__(7784));
+const semver = __importStar(__nccwpck_require__(1383));
+const httpm = __importStar(__nccwpck_require__(9925));
+const exec = __importStar(__nccwpck_require__(1514));
+const fs_1 = __importDefault(__nccwpck_require__(7147));
+const utils_1 = __nccwpck_require__(1314);
+const TOKEN = core.getInput('token');
+const AUTH = !TOKEN ? undefined : `token ${TOKEN}`;
+function installGraalPy(graalpyVersion, architecture, allowPreReleases, releases) {
+    return __awaiter(this, void 0, void 0, function* () {
+        let downloadDir;
+        releases = releases !== null && releases !== void 0 ? releases : (yield getAvailableGraalPyVersions());
+        if (!releases || !releases.length) {
+            throw new Error('No release was found in GraalPy version.json');
+        }
+        let releaseData = findRelease(releases, graalpyVersion, architecture, false);
+        if (allowPreReleases && (!releaseData || !releaseData.foundAsset)) {
+            // check for pre-release
+            core.info([
+                `Stable GraalPy version ${graalpyVersion} with arch ${architecture} not found`,
+                `Trying pre-release versions`
+            ].join(os.EOL));
+            releaseData = findRelease(releases, graalpyVersion, architecture, true);
+        }
+        if (!releaseData || !releaseData.foundAsset) {
+            throw new Error(`GraalPy version ${graalpyVersion} with arch ${architecture} not found`);
+        }
+        const { foundAsset, resolvedGraalPyVersion } = releaseData;
+        const downloadUrl = `${foundAsset.browser_download_url}`;
+        core.info(`Downloading GraalPy from "${downloadUrl}" ...`);
+        try {
+            const graalpyPath = yield tc.downloadTool(downloadUrl, undefined, AUTH);
+            core.info('Extracting downloaded archive...');
+            downloadDir = yield tc.extractTar(graalpyPath);
+            // root folder in archive can have unpredictable name so just take the first folder
+            // downloadDir is unique folder under TEMP and can't contain any other folders
+            const archiveName = fs_1.default.readdirSync(downloadDir)[0];
+            const toolDir = path.join(downloadDir, archiveName);
+            let installDir = toolDir;
+            if (!utils_1.isNightlyKeyword(resolvedGraalPyVersion)) {
+                installDir = yield tc.cacheDir(toolDir, 'GraalPy', resolvedGraalPyVersion, architecture);
+            }
+            const binaryPath = utils_1.getBinaryDirectory(installDir);
+            yield createGraalPySymlink(binaryPath, resolvedGraalPyVersion);
+            yield installPip(binaryPath);
+            return { installDir, resolvedGraalPyVersion };
+        }
+        catch (err) {
+            if (err instanceof Error) {
+                // Rate limit?
+                if (err instanceof tc.HTTPError &&
+                    (err.httpStatusCode === 403 || err.httpStatusCode === 429)) {
+                    core.info(`Received HTTP status code ${err.httpStatusCode}.  This usually indicates the rate limit has been exceeded`);
+                }
+                else {
+                    core.info(err.message);
+                }
+                if (err.stack !== undefined) {
+                    core.debug(err.stack);
+                }
+            }
+            throw err;
+        }
+    });
+}
+exports.installGraalPy = installGraalPy;
+function getAvailableGraalPyVersions() {
+    return __awaiter(this, void 0, void 0, function* () {
+        const http = new httpm.HttpClient('tool-cache');
+        const headers = {};
+        if (AUTH) {
+            headers.authorization = AUTH;
+        }
+        let url = 'https://api.github.com/repos/oracle/graalpython/releases';
+        const result = [];
+        do {
+            const response = yield http.getJson(url, headers);
+            if (!response.result) {
+                throw new Error(`Unable to retrieve the list of available GraalPy versions from '${url}'`);
+            }
+            result.push(...response.result);
+            url = utils_1.getNextPageUrl(response);
+        } while (url);
+        return result;
+    });
+}
+exports.getAvailableGraalPyVersions = getAvailableGraalPyVersions;
+function createGraalPySymlink(graalpyBinaryPath, graalpyVersion) {
+    return __awaiter(this, void 0, void 0, function* () {
+        const version = semver.coerce(graalpyVersion);
+        const pythonBinaryPostfix = semver.major(version);
+        const pythonMinor = semver.minor(version);
+        const graalpyMajorMinorBinaryPostfix = `${pythonBinaryPostfix}.${pythonMinor}`;
+        const binaryExtension = utils_1.IS_WINDOWS ? '.exe' : '';
+        core.info('Creating symlinks...');
+        utils_1.createSymlinkInFolder(graalpyBinaryPath, `graalpy${binaryExtension}`, `python${pythonBinaryPostfix}${binaryExtension}`, true);
+        utils_1.createSymlinkInFolder(graalpyBinaryPath, `graalpy${binaryExtension}`, `python${binaryExtension}`, true);
+        utils_1.createSymlinkInFolder(graalpyBinaryPath, `graalpy${binaryExtension}`, `graalpy${graalpyMajorMinorBinaryPostfix}${binaryExtension}`, true);
+    });
+}
+function installPip(pythonLocation) {
+    return __awaiter(this, void 0, void 0, function* () {
+        core.info("Installing pip (GraalPy doesn't update pip because it uses a patched version of pip)");
+        const pythonBinary = path.join(pythonLocation, 'python');
+        yield exec.exec(`${pythonBinary} -m ensurepip --default-pip`);
+    });
+}
+function graalPyTagToVersion(tag) {
+    const versionPattern = /.*-(\d+\.\d+\.\d+(?:\.\d+)?)((?:a|b|rc))?(\d*)?/;
+    const match = tag.match(versionPattern);
+    if (match && match[2]) {
+        return `${match[1]}-${match[2]}.${match[3]}`;
+    }
+    else if (match) {
+        return match[1];
+    }
+    else {
+        return tag.replace(/.*-/, '');
+    }
+}
+exports.graalPyTagToVersion = graalPyTagToVersion;
+function findRelease(releases, graalpyVersion, architecture, includePrerelease) {
+    const options = { includePrerelease: includePrerelease };
+    const filterReleases = releases.filter(item => {
+        const isVersionSatisfied = semver.satisfies(graalPyTagToVersion(item.tag_name), graalpyVersion, options);
+        return (isVersionSatisfied && !!findAsset(item, architecture, process.platform));
+    });
+    if (!filterReleases.length) {
+        return null;
+    }
+    const sortedReleases = filterReleases.sort((previous, current) => semver.compare(semver.coerce(graalPyTagToVersion(current.tag_name)), semver.coerce(graalPyTagToVersion(previous.tag_name))));
+    const foundRelease = sortedReleases[0];
+    const foundAsset = findAsset(foundRelease, architecture, process.platform);
+    return {
+        foundAsset,
+        resolvedGraalPyVersion: graalPyTagToVersion(foundRelease.tag_name)
+    };
+}
+exports.findRelease = findRelease;
+function toGraalPyPlatform(platform) {
+    switch (platform) {
+        case 'win32':
+            return 'windows';
+        case 'darwin':
+            return 'macos';
+    }
+    return platform;
+}
+exports.toGraalPyPlatform = toGraalPyPlatform;
+function toGraalPyArchitecture(architecture) {
+    switch (architecture) {
+        case 'x64':
+            return 'amd64';
+        case 'arm64':
+            return 'aarch64';
+    }
+    return architecture;
+}
+exports.toGraalPyArchitecture = toGraalPyArchitecture;
+function findAsset(item, architecture, platform) {
+    const graalpyArch = toGraalPyArchitecture(architecture);
+    const graalpyPlatform = toGraalPyPlatform(platform);
+    const found = item.assets.filter(file => file.name.startsWith('graalpy') &&
+        file.name.endsWith(`-${graalpyPlatform}-${graalpyArch}.tar.gz`));
+    /*
+    In the future there could be more variants of GraalPy for a single release. Pick the shortest name, that one is the most likely to be the primary variant.
+    */
+    found.sort((f1, f2) => f1.name.length - f2.name.length);
+    return found[0];
+}
+exports.findAsset = findAsset;
+
+
 /***/ }),
 
 /***/ 8168:
@@ -69458,7 +69800,7 @@ var __importDefault = (this && this.__importDefault) || function (mod) {
     return (mod && mod.__esModule) ? mod : { "default": mod };
 };
 Object.defineProperty(exports, "__esModule", ({ value: true }));
-exports.findAssetForMacOrLinux = exports.findAssetForWindows = exports.isArchPresentForMacOrLinux = exports.isArchPresentForWindows = exports.pypyVersionToSemantic = exports.getPyPyBinaryPath = exports.findRelease = exports.getAvailablePyPyVersions = exports.installPyPy = void 0;
+exports.findAssetForMacOrLinux = exports.findAssetForWindows = exports.isArchPresentForMacOrLinux = exports.isArchPresentForWindows = exports.pypyVersionToSemantic = exports.findRelease = exports.getAvailablePyPyVersions = exports.installPyPy = void 0;
 const os = __importStar(__nccwpck_require__(2037));
 const path = __importStar(__nccwpck_require__(1017));
 const core = __importStar(__nccwpck_require__(2186));
@@ -69508,7 +69850,7 @@ function installPyPy(pypyVersion, pythonVersion, architecture, allowPreReleases,
                 installDir = yield tc.cacheDir(toolDir, 'PyPy', resolvedPythonVersion, architecture);
             }
             utils_1.writeExactPyPyVersionFile(installDir, resolvedPyPyVersion);
-            const binaryPath = getPyPyBinaryPath(installDir);
+            const binaryPath = utils_1.getBinaryDirectory(installDir);
             yield createPyPySymlink(binaryPath, resolvedPythonVersion);
             yield installPip(binaryPath);
             return { installDir, resolvedPythonVersion, resolvedPyPyVersion };
@@ -69597,15 +69939,6 @@ function findRelease(releases, pythonVersion, pypyVersion, architecture, include
     };
 }
 exports.findRelease = findRelease;
-/** Get PyPy binary location from the tool of installation directory
- *  - On Linux and macOS, the Python interpreter is in 'bin'.
- *  - On Windows, it is in the installation root.
- */
-function getPyPyBinaryPath(installDir) {
-    const _binDir = path.join(installDir, 'bin');
-    return utils_1.IS_WINDOWS ? installDir : _binDir;
-}
-exports.getPyPyBinaryPath = getPyPyBinaryPath;
 function pypyVersionToSemantic(versionSpec) {
     const prereleaseVersion = /(\d+\.\d+\.\d+)((?:a|b|rc))(\d*)/g;
     return versionSpec.replace(prereleaseVersion, '$1-$2.$3');
@@ -69804,6 +70137,7 @@ Object.defineProperty(exports, "__esModule", ({ value: true }));
 const core = __importStar(__nccwpck_require__(2186));
 const finder = __importStar(__nccwpck_require__(9996));
 const finderPyPy = __importStar(__nccwpck_require__(4003));
+const finderGraalPy = __importStar(__nccwpck_require__(8040));
 const path = __importStar(__nccwpck_require__(1017));
 const os = __importStar(__nccwpck_require__(2037));
 const fs_1 = __importDefault(__nccwpck_require__(7147));
@@ -69812,6 +70146,9 @@ const utils_1 = __nccwpck_require__(1314);
 function isPyPyVersion(versionSpec) {
     return versionSpec.startsWith('pypy');
 }
+function isGraalPyVersion(versionSpec) {
+    return versionSpec.startsWith('graalpy');
+}
 function cacheDependencies(cache, pythonVersion) {
     return __awaiter(this, void 0, void 0, function* () {
         const cacheDependencyPath = core.getInput('cache-dependency-path') || undefined;
@@ -69880,6 +70217,11 @@ function run() {
                         pythonVersion = `${installed.resolvedPyPyVersion}-${installed.resolvedPythonVersion}`;
                         core.info(`Successfully set up PyPy ${installed.resolvedPyPyVersion} with Python (${installed.resolvedPythonVersion})`);
                     }
+                    else if (isGraalPyVersion(version)) {
+                        const installed = yield finderGraalPy.findGraalPyVersion(version, arch, updateEnvironment, checkLatest, allowPreReleases);
+                        pythonVersion = `${installed}`;
+                        core.info(`Successfully set up GraalPy ${installed}`);
+                    }
                     else {
                         if (version.startsWith('2')) {
                             core.warning('The support for python 2.7 will be removed on June 19. Related issue: https://github.com/actions/setup-python/issues/672');
@@ -69948,7 +70290,7 @@ var __importDefault = (this && this.__importDefault) || function (mod) {
     return (mod && mod.__esModule) ? mod : { "default": mod };
 };
 Object.defineProperty(exports, "__esModule", ({ value: true }));
-exports.getVersionInputFromFile = exports.getVersionInputFromPlainFile = exports.getVersionInputFromTomlFile = exports.getOSInfo = exports.getLinuxInfo = exports.logWarning = exports.isCacheFeatureAvailable = exports.isGhes = exports.validatePythonVersionFormatForPyPy = exports.writeExactPyPyVersionFile = exports.readExactPyPyVersionFile = exports.getPyPyVersionFromPath = exports.isNightlyKeyword = exports.validateVersion = exports.createSymlinkInFolder = exports.WINDOWS_PLATFORMS = exports.WINDOWS_ARCHS = exports.IS_MAC = exports.IS_LINUX = exports.IS_WINDOWS = void 0;
+exports.getNextPageUrl = exports.getBinaryDirectory = exports.getVersionInputFromFile = exports.getVersionInputFromPlainFile = exports.getVersionInputFromTomlFile = exports.getOSInfo = exports.getLinuxInfo = exports.logWarning = exports.isCacheFeatureAvailable = exports.isGhes = exports.validatePythonVersionFormatForPyPy = exports.writeExactPyPyVersionFile = exports.readExactPyPyVersionFile = exports.getPyPyVersionFromPath = exports.isNightlyKeyword = exports.validateVersion = exports.createSymlinkInFolder = exports.WINDOWS_PLATFORMS = exports.WINDOWS_ARCHS = exports.IS_MAC = exports.IS_LINUX = exports.IS_WINDOWS = void 0;
 /* eslint no-unsafe-finally: "off" */
 const cache = __importStar(__nccwpck_require__(7799));
 const core = __importStar(__nccwpck_require__(2186));
@@ -70177,6 +70519,37 @@ function getVersionInputFromFile(versionFile) {
     }
 }
 exports.getVersionInputFromFile = getVersionInputFromFile;
+/**
+ * Get the directory containing interpreter binary from installation directory of PyPy or GraalPy
+ *  - On Linux and macOS, the Python interpreter is in 'bin'.
+ *  - On Windows, it is in the installation root.
+ */
+function getBinaryDirectory(installDir) {
+    return exports.IS_WINDOWS ? installDir : path.join(installDir, 'bin');
+}
+exports.getBinaryDirectory = getBinaryDirectory;
+/**
+ * Extract next page URL from a HTTP response "link" header. Such headers are used in GitHub APIs.
+ */
+function getNextPageUrl(response) {
+    const responseHeaders = response.headers;
+    const linkHeader = responseHeaders.link;
+    if (typeof linkHeader === 'string') {
+        for (const link of linkHeader.split(/\s*,\s*/)) {
+            const match = link.match(/<([^>]+)>(.*)/);
+            if (match) {
+                const url = match[1];
+                for (const param of match[2].split(/\s*;\s*/)) {
+                    if (param.match(/rel="?next"?/)) {
+                        return url;
+                    }
+                }
+            }
+        }
+    }
+    return null;
+}
+exports.getNextPageUrl = getNextPageUrl;
 
 
 /***/ }),
diff --git a/src/find-graalpy.ts b/src/find-graalpy.ts
new file mode 100644
index 000000000..1f86dbd90
--- /dev/null
+++ b/src/find-graalpy.ts
@@ -0,0 +1,146 @@
+import * as path from 'path';
+import * as graalpyInstall from './install-graalpy';
+import {
+  IS_WINDOWS,
+  validateVersion,
+  IGraalPyManifestRelease,
+  getBinaryDirectory
+} from './utils';
+
+import * as semver from 'semver';
+import * as core from '@actions/core';
+import * as tc from '@actions/tool-cache';
+
+export async function findGraalPyVersion(
+  versionSpec: string,
+  architecture: string,
+  updateEnvironment: boolean,
+  checkLatest: boolean,
+  allowPreReleases: boolean
+): Promise<string> {
+  let resolvedGraalPyVersion = '';
+  let installDir: string | null;
+  let releases: IGraalPyManifestRelease[] | undefined;
+
+  let graalpyVersionSpec = parseGraalPyVersion(versionSpec);
+
+  if (checkLatest) {
+    releases = await graalpyInstall.getAvailableGraalPyVersions();
+    if (releases && releases.length > 0) {
+      const releaseData = graalpyInstall.findRelease(
+        releases,
+        graalpyVersionSpec,
+        architecture,
+        false
+      );
+
+      if (releaseData) {
+        core.info(`Resolved as GraalPy ${releaseData.resolvedGraalPyVersion}`);
+        graalpyVersionSpec = releaseData.resolvedGraalPyVersion;
+      } else {
+        core.info(
+          `Failed to resolve GraalPy ${graalpyVersionSpec} from manifest`
+        );
+      }
+    }
+  }
+
+  ({installDir, resolvedGraalPyVersion} = findGraalPyToolCache(
+    graalpyVersionSpec,
+    architecture
+  ));
+
+  if (!installDir) {
+    ({installDir, resolvedGraalPyVersion} = await graalpyInstall.installGraalPy(
+      graalpyVersionSpec,
+      architecture,
+      allowPreReleases,
+      releases
+    ));
+  }
+
+  const pipDir = IS_WINDOWS ? 'Scripts' : 'bin';
+  const _binDir = path.join(installDir, pipDir);
+  const binaryExtension = IS_WINDOWS ? '.exe' : '';
+  const pythonPath = path.join(
+    IS_WINDOWS ? installDir : _binDir,
+    `python${binaryExtension}`
+  );
+  const pythonLocation = getBinaryDirectory(installDir);
+  if (updateEnvironment) {
+    core.exportVariable('pythonLocation', installDir);
+    // https://cmake.org/cmake/help/latest/module/FindPython.html#module:FindPython
+    core.exportVariable('Python_ROOT_DIR', installDir);
+    // https://cmake.org/cmake/help/latest/module/FindPython2.html#module:FindPython2
+    core.exportVariable('Python2_ROOT_DIR', installDir);
+    // https://cmake.org/cmake/help/latest/module/FindPython3.html#module:FindPython3
+    core.exportVariable('Python3_ROOT_DIR', installDir);
+    core.exportVariable('PKG_CONFIG_PATH', pythonLocation + '/lib/pkgconfig');
+    core.addPath(pythonLocation);
+    core.addPath(_binDir);
+  }
+  core.setOutput('python-version', 'graalpy' + resolvedGraalPyVersion);
+  core.setOutput('python-path', pythonPath);
+
+  return resolvedGraalPyVersion;
+}
+
+export function findGraalPyToolCache(
+  graalpyVersion: string,
+  architecture: string
+) {
+  let resolvedGraalPyVersion = '';
+  let installDir: string | null = tc.find(
+    'GraalPy',
+    graalpyVersion,
+    architecture
+  );
+
+  if (installDir) {
+    // 'tc.find' finds tool based on Python version but we also need to check
+    // whether GraalPy version satisfies requested version.
+    resolvedGraalPyVersion = path.basename(path.dirname(installDir));
+
+    const isGraalPyVersionSatisfies = semver.satisfies(
+      resolvedGraalPyVersion,
+      graalpyVersion
+    );
+    if (!isGraalPyVersionSatisfies) {
+      installDir = null;
+      resolvedGraalPyVersion = '';
+    }
+  }
+
+  if (!installDir) {
+    core.info(
+      `GraalPy version ${graalpyVersion} was not found in the local cache`
+    );
+  }
+
+  return {installDir, resolvedGraalPyVersion};
+}
+
+export function parseGraalPyVersion(versionSpec: string): string {
+  const versions = versionSpec.split('-').filter(item => !!item);
+
+  if (/^(graalpy)(.+)/.test(versions[0])) {
+    const version = versions[0].replace('graalpy', '');
+    versions.splice(0, 1, 'graalpy', version);
+  }
+
+  if (versions.length < 2 || versions[0] != 'graalpy') {
+    throw new Error(
+      "Invalid 'version' property for GraalPy. GraalPy version should be specified as 'graalpy<python-version>' or 'graalpy-<python-version>'. See README for examples and documentation."
+    );
+  }
+
+  const pythonVersion = versions[1];
+
+  if (!validateVersion(pythonVersion)) {
+    throw new Error(
+      "Invalid 'version' property for GraalPy. GraalPy versions should satisfy SemVer notation. See README for examples and documentation."
+    );
+  }
+
+  return pythonVersion;
+}
diff --git a/src/find-pypy.ts b/src/find-pypy.ts
index a87dc844d..9807878a9 100644
--- a/src/find-pypy.ts
+++ b/src/find-pypy.ts
@@ -7,7 +7,8 @@ import {
   getPyPyVersionFromPath,
   readExactPyPyVersionFile,
   validatePythonVersionFormatForPyPy,
-  IPyPyManifestRelease
+  IPyPyManifestRelease,
+  getBinaryDirectory
 } from './utils';
 
 import * as semver from 'semver';
@@ -82,7 +83,7 @@ export async function findPyPyVersion(
     IS_WINDOWS ? installDir : _binDir,
     `python${binaryExtension}`
   );
-  const pythonLocation = pypyInstall.getPyPyBinaryPath(installDir);
+  const pythonLocation = getBinaryDirectory(installDir);
   if (updateEnvironment) {
     core.exportVariable('pythonLocation', installDir);
     // https://cmake.org/cmake/help/latest/module/FindPython.html#module:FindPython
diff --git a/src/install-graalpy.ts b/src/install-graalpy.ts
new file mode 100644
index 000000000..985129829
--- /dev/null
+++ b/src/install-graalpy.ts
@@ -0,0 +1,262 @@
+import * as os from 'os';
+import * as path from 'path';
+import * as core from '@actions/core';
+import * as tc from '@actions/tool-cache';
+import * as semver from 'semver';
+import * as httpm from '@actions/http-client';
+import * as ifm from '@actions/http-client/interfaces';
+import * as exec from '@actions/exec';
+import fs from 'fs';
+
+import {
+  IS_WINDOWS,
+  IGraalPyManifestRelease,
+  createSymlinkInFolder,
+  isNightlyKeyword,
+  getBinaryDirectory,
+  getNextPageUrl
+} from './utils';
+
+const TOKEN = core.getInput('token');
+const AUTH = !TOKEN ? undefined : `token ${TOKEN}`;
+
+export async function installGraalPy(
+  graalpyVersion: string,
+  architecture: string,
+  allowPreReleases: boolean,
+  releases: IGraalPyManifestRelease[] | undefined
+) {
+  let downloadDir;
+
+  releases = releases ?? (await getAvailableGraalPyVersions());
+
+  if (!releases || !releases.length) {
+    throw new Error('No release was found in GraalPy version.json');
+  }
+
+  let releaseData = findRelease(releases, graalpyVersion, architecture, false);
+
+  if (allowPreReleases && (!releaseData || !releaseData.foundAsset)) {
+    // check for pre-release
+    core.info(
+      [
+        `Stable GraalPy version ${graalpyVersion} with arch ${architecture} not found`,
+        `Trying pre-release versions`
+      ].join(os.EOL)
+    );
+    releaseData = findRelease(releases, graalpyVersion, architecture, true);
+  }
+
+  if (!releaseData || !releaseData.foundAsset) {
+    throw new Error(
+      `GraalPy version ${graalpyVersion} with arch ${architecture} not found`
+    );
+  }
+
+  const {foundAsset, resolvedGraalPyVersion} = releaseData;
+  const downloadUrl = `${foundAsset.browser_download_url}`;
+
+  core.info(`Downloading GraalPy from "${downloadUrl}" ...`);
+
+  try {
+    const graalpyPath = await tc.downloadTool(downloadUrl, undefined, AUTH);
+
+    core.info('Extracting downloaded archive...');
+    downloadDir = await tc.extractTar(graalpyPath);
+
+    // root folder in archive can have unpredictable name so just take the first folder
+    // downloadDir is unique folder under TEMP and can't contain any other folders
+    const archiveName = fs.readdirSync(downloadDir)[0];
+
+    const toolDir = path.join(downloadDir, archiveName);
+    let installDir = toolDir;
+    if (!isNightlyKeyword(resolvedGraalPyVersion)) {
+      installDir = await tc.cacheDir(
+        toolDir,
+        'GraalPy',
+        resolvedGraalPyVersion,
+        architecture
+      );
+    }
+
+    const binaryPath = getBinaryDirectory(installDir);
+    await createGraalPySymlink(binaryPath, resolvedGraalPyVersion);
+    await installPip(binaryPath);
+
+    return {installDir, resolvedGraalPyVersion};
+  } catch (err) {
+    if (err instanceof Error) {
+      // Rate limit?
+      if (
+        err instanceof tc.HTTPError &&
+        (err.httpStatusCode === 403 || err.httpStatusCode === 429)
+      ) {
+        core.info(
+          `Received HTTP status code ${err.httpStatusCode}.  This usually indicates the rate limit has been exceeded`
+        );
+      } else {
+        core.info(err.message);
+      }
+      if (err.stack !== undefined) {
+        core.debug(err.stack);
+      }
+    }
+    throw err;
+  }
+}
+
+export async function getAvailableGraalPyVersions() {
+  const http: httpm.HttpClient = new httpm.HttpClient('tool-cache');
+
+  const headers: ifm.IHeaders = {};
+  if (AUTH) {
+    headers.authorization = AUTH;
+  }
+
+  let url: string | null =
+    'https://api.github.com/repos/oracle/graalpython/releases';
+  const result: IGraalPyManifestRelease[] = [];
+  do {
+    const response: ifm.ITypedResponse<IGraalPyManifestRelease[]> =
+      await http.getJson(url, headers);
+    if (!response.result) {
+      throw new Error(
+        `Unable to retrieve the list of available GraalPy versions from '${url}'`
+      );
+    }
+    result.push(...response.result);
+    url = getNextPageUrl(response);
+  } while (url);
+
+  return result;
+}
+
+async function createGraalPySymlink(
+  graalpyBinaryPath: string,
+  graalpyVersion: string
+) {
+  const version = semver.coerce(graalpyVersion)!;
+  const pythonBinaryPostfix = semver.major(version);
+  const pythonMinor = semver.minor(version);
+  const graalpyMajorMinorBinaryPostfix = `${pythonBinaryPostfix}.${pythonMinor}`;
+  const binaryExtension = IS_WINDOWS ? '.exe' : '';
+
+  core.info('Creating symlinks...');
+  createSymlinkInFolder(
+    graalpyBinaryPath,
+    `graalpy${binaryExtension}`,
+    `python${pythonBinaryPostfix}${binaryExtension}`,
+    true
+  );
+
+  createSymlinkInFolder(
+    graalpyBinaryPath,
+    `graalpy${binaryExtension}`,
+    `python${binaryExtension}`,
+    true
+  );
+
+  createSymlinkInFolder(
+    graalpyBinaryPath,
+    `graalpy${binaryExtension}`,
+    `graalpy${graalpyMajorMinorBinaryPostfix}${binaryExtension}`,
+    true
+  );
+}
+
+async function installPip(pythonLocation: string) {
+  core.info(
+    "Installing pip (GraalPy doesn't update pip because it uses a patched version of pip)"
+  );
+  const pythonBinary = path.join(pythonLocation, 'python');
+  await exec.exec(`${pythonBinary} -m ensurepip --default-pip`);
+}
+
+export function graalPyTagToVersion(tag: string) {
+  const versionPattern = /.*-(\d+\.\d+\.\d+(?:\.\d+)?)((?:a|b|rc))?(\d*)?/;
+  const match = tag.match(versionPattern);
+  if (match && match[2]) {
+    return `${match[1]}-${match[2]}.${match[3]}`;
+  } else if (match) {
+    return match[1];
+  } else {
+    return tag.replace(/.*-/, '');
+  }
+}
+
+export function findRelease(
+  releases: IGraalPyManifestRelease[],
+  graalpyVersion: string,
+  architecture: string,
+  includePrerelease: boolean
+) {
+  const options = {includePrerelease: includePrerelease};
+  const filterReleases = releases.filter(item => {
+    const isVersionSatisfied = semver.satisfies(
+      graalPyTagToVersion(item.tag_name),
+      graalpyVersion,
+      options
+    );
+    return (
+      isVersionSatisfied && !!findAsset(item, architecture, process.platform)
+    );
+  });
+
+  if (!filterReleases.length) {
+    return null;
+  }
+
+  const sortedReleases = filterReleases.sort((previous, current) =>
+    semver.compare(
+      semver.coerce(graalPyTagToVersion(current.tag_name))!,
+      semver.coerce(graalPyTagToVersion(previous.tag_name))!
+    )
+  );
+
+  const foundRelease = sortedReleases[0];
+  const foundAsset = findAsset(foundRelease, architecture, process.platform);
+
+  return {
+    foundAsset,
+    resolvedGraalPyVersion: graalPyTagToVersion(foundRelease.tag_name)
+  };
+}
+
+export function toGraalPyPlatform(platform: string) {
+  switch (platform) {
+    case 'win32':
+      return 'windows';
+    case 'darwin':
+      return 'macos';
+  }
+  return platform;
+}
+
+export function toGraalPyArchitecture(architecture: string) {
+  switch (architecture) {
+    case 'x64':
+      return 'amd64';
+    case 'arm64':
+      return 'aarch64';
+  }
+  return architecture;
+}
+
+export function findAsset(
+  item: IGraalPyManifestRelease,
+  architecture: string,
+  platform: string
+) {
+  const graalpyArch = toGraalPyArchitecture(architecture);
+  const graalpyPlatform = toGraalPyPlatform(platform);
+  const found = item.assets.filter(
+    file =>
+      file.name.startsWith('graalpy') &&
+      file.name.endsWith(`-${graalpyPlatform}-${graalpyArch}.tar.gz`)
+  );
+  /*
+  In the future there could be more variants of GraalPy for a single release. Pick the shortest name, that one is the most likely to be the primary variant.
+  */
+  found.sort((f1, f2) => f1.name.length - f2.name.length);
+  return found[0];
+}
diff --git a/src/install-pypy.ts b/src/install-pypy.ts
index 9fdb6a30f..b624f1d74 100644
--- a/src/install-pypy.ts
+++ b/src/install-pypy.ts
@@ -13,7 +13,8 @@ import {
   IPyPyManifestRelease,
   createSymlinkInFolder,
   isNightlyKeyword,
-  writeExactPyPyVersionFile
+  writeExactPyPyVersionFile,
+  getBinaryDirectory
 } from './utils';
 
 export async function installPyPy(
@@ -94,7 +95,7 @@ export async function installPyPy(
 
     writeExactPyPyVersionFile(installDir, resolvedPyPyVersion);
 
-    const binaryPath = getPyPyBinaryPath(installDir);
+    const binaryPath = getBinaryDirectory(installDir);
     await createPyPySymlink(binaryPath, resolvedPythonVersion);
     await installPip(binaryPath);
 
@@ -237,15 +238,6 @@ export function findRelease(
   };
 }
 
-/** Get PyPy binary location from the tool of installation directory
- *  - On Linux and macOS, the Python interpreter is in 'bin'.
- *  - On Windows, it is in the installation root.
- */
-export function getPyPyBinaryPath(installDir: string) {
-  const _binDir = path.join(installDir, 'bin');
-  return IS_WINDOWS ? installDir : _binDir;
-}
-
 export function pypyVersionToSemantic(versionSpec: string) {
   const prereleaseVersion = /(\d+\.\d+\.\d+)((?:a|b|rc))(\d*)/g;
   return versionSpec.replace(prereleaseVersion, '$1-$2.$3');
diff --git a/src/setup-python.ts b/src/setup-python.ts
index 88ffc1056..05db90cbc 100644
--- a/src/setup-python.ts
+++ b/src/setup-python.ts
@@ -1,6 +1,7 @@
 import * as core from '@actions/core';
 import * as finder from './find-python';
 import * as finderPyPy from './find-pypy';
+import * as finderGraalPy from './find-graalpy';
 import * as path from 'path';
 import * as os from 'os';
 import fs from 'fs';
@@ -17,6 +18,10 @@ function isPyPyVersion(versionSpec: string) {
   return versionSpec.startsWith('pypy');
 }
 
+function isGraalPyVersion(versionSpec: string) {
+  return versionSpec.startsWith('graalpy');
+}
+
 async function cacheDependencies(cache: string, pythonVersion: string) {
   const cacheDependencyPath =
     core.getInput('cache-dependency-path') || undefined;
@@ -106,6 +111,16 @@ async function run() {
           core.info(
             `Successfully set up PyPy ${installed.resolvedPyPyVersion} with Python (${installed.resolvedPythonVersion})`
           );
+        } else if (isGraalPyVersion(version)) {
+          const installed = await finderGraalPy.findGraalPyVersion(
+            version,
+            arch,
+            updateEnvironment,
+            checkLatest,
+            allowPreReleases
+          );
+          pythonVersion = `${installed}`;
+          core.info(`Successfully set up GraalPy ${installed}`);
         } else {
           if (version.startsWith('2')) {
             core.warning(
diff --git a/src/utils.ts b/src/utils.ts
index eba5b75f5..c9d4f99bf 100644
--- a/src/utils.ts
+++ b/src/utils.ts
@@ -6,6 +6,7 @@ import * as path from 'path';
 import * as semver from 'semver';
 import * as toml from '@iarna/toml';
 import * as exec from '@actions/exec';
+import * as ifm from '@actions/http-client/interfaces';
 
 export const IS_WINDOWS = process.platform === 'win32';
 export const IS_LINUX = process.platform === 'linux';
@@ -29,6 +30,16 @@ export interface IPyPyManifestRelease {
   files: IPyPyManifestAsset[];
 }
 
+export interface IGraalPyManifestAsset {
+  name: string;
+  browser_download_url: string;
+}
+
+export interface IGraalPyManifestRelease {
+  tag_name: string;
+  assets: IGraalPyManifestAsset[];
+}
+
 /** create Symlinks for downloaded PyPy
  *  It should be executed only for downloaded versions in runtime, because
  *  toolcache versions have this setup.
@@ -266,3 +277,34 @@ export function getVersionInputFromFile(versionFile: string): string[] {
     return getVersionInputFromPlainFile(versionFile);
   }
 }
+
+/**
+ * Get the directory containing interpreter binary from installation directory of PyPy or GraalPy
+ *  - On Linux and macOS, the Python interpreter is in 'bin'.
+ *  - On Windows, it is in the installation root.
+ */
+export function getBinaryDirectory(installDir: string) {
+  return IS_WINDOWS ? installDir : path.join(installDir, 'bin');
+}
+
+/**
+ * Extract next page URL from a HTTP response "link" header. Such headers are used in GitHub APIs.
+ */
+export function getNextPageUrl<T>(response: ifm.ITypedResponse<T>) {
+  const responseHeaders = <ifm.IHeaders>response.headers;
+  const linkHeader = responseHeaders.link;
+  if (typeof linkHeader === 'string') {
+    for (const link of linkHeader.split(/\s*,\s*/)) {
+      const match = link.match(/<([^>]+)>(.*)/);
+      if (match) {
+        const url = match[1];
+        for (const param of match[2].split(/\s*;\s*/)) {
+          if (param.match(/rel="?next"?/)) {
+            return url;
+          }
+        }
+      }
+    }
+  }
+  return null;
+}