diff --git a/desktop/scripts/build-flipper-server-release.tsx b/desktop/scripts/build-flipper-server-release.tsx
index afdb6b537..f775941a2 100644
--- a/desktop/scripts/build-flipper-server-release.tsx
+++ b/desktop/scripts/build-flipper-server-release.tsx
@@ -24,6 +24,16 @@ import fs from 'fs-extra';
 import {downloadIcons} from './build-icons';
 import {spawn} from 'promisify-child-process';
 import {homedir} from 'os';
+import {need} from 'pkg-fetch';
+
+// This needs to be tested individually. As of 2022Q2, node17 is not supported.
+const SUPPORTED_NODE_PLATFORM = 'node16';
+
+enum BuildPlatform {
+  LINUX = 'linux',
+  WINDOWS = 'windows',
+  MAC_X64 = 'mac-x64',
+}
 
 const argv = yargs
   .usage('yarn build-flipper-server [args]')
@@ -92,6 +102,21 @@ const argv = yargs
         'Unique build identifier to be used as the version patch part for the build',
       type: 'number',
     },
+    mac: {
+      describe: 'Build a platform-specific bundle for MacOS.',
+      type: 'boolean',
+      default: false,
+    },
+    win: {
+      describe: 'Build a platform-specific bundle for Windows.',
+      type: 'boolean',
+      default: false,
+    },
+    linux: {
+      describe: 'Build a platform-specific bundle for Linux.',
+      type: 'boolean',
+      default: false,
+    },
   })
   .help()
   .parse(process.argv.slice(1));
@@ -271,9 +296,7 @@ async function runPostBuildAction(archive: string, dir: string) {
     });
   } else if (argv.start) {
     console.log(`⚙️  Starting flipper-server from build dir`);
-    await spawn('yarn', ['install', '--production', '--no-lockfile'], {
-      cwd: dir,
-    });
+    await yarnInstall(dir);
     await spawn('./server.js', [argv.open ? '--open' : '--no-open'], {
       cwd: dir,
       stdio: 'inherit',
@@ -281,6 +304,13 @@ async function runPostBuildAction(archive: string, dir: string) {
   }
 }
 
+async function yarnInstall(dir: string) {
+  console.log(`⚙️  Running yarn install in ${dir}`);
+  await spawn('yarn', ['install', '--production', '--no-lockfile'], {
+    cwd: dir,
+  });
+}
+
 async function buildServerRelease() {
   console.log(`⚙️  Starting build-flipper-server-release`);
   console.dir(argv);
@@ -309,6 +339,65 @@ async function buildServerRelease() {
   const archive = await packNpmArchive(dir, versionNumber);
 
   await runPostBuildAction(archive, dir);
+
+  const platforms: BuildPlatform[] = [];
+  if (argv.linux) {
+    platforms.push(BuildPlatform.LINUX);
+  }
+  // TODO: In the future, also cover aarch64 here.
+  if (argv.mac) {
+    platforms.push(BuildPlatform.MAC_X64);
+  }
+  if (argv.win) {
+    platforms.push(BuildPlatform.WINDOWS);
+  }
+
+  if (platforms.length > 0) {
+    await yarnInstall(dir);
+  }
+  platforms.forEach(bundleServerReleaseForPlatform.bind(null, dir));
+}
+
+function nodeArchFromBuildPlatform(_platform: BuildPlatform): string {
+  // TODO: Change this as we support aarch64.
+  return 'x64';
+}
+
+function nodePlatformFromBuildPlatform(platform: BuildPlatform): string {
+  switch (platform) {
+    case BuildPlatform.LINUX:
+      return 'linux';
+    case BuildPlatform.MAC_X64:
+      return 'macos';
+    case BuildPlatform.WINDOWS:
+      return 'win32';
+    default:
+      throw new Error(`Unsupported platform: ${platform}`);
+  }
+}
+
+async function bundleServerReleaseForPlatform(
+  dir: string,
+  platform: BuildPlatform,
+) {
+  console.log(`⚙️  Building platform-specific bundle for ${platform}`);
+  const outputDir = path.join(
+    distDir,
+    `flipper-server-${platform.toString().toLocaleLowerCase()}`,
+  );
+  await fs.mkdirp(outputDir);
+
+  console.log(`⚙️  Copying from ${dir} to ${outputDir}`);
+  await fs.copy(dir, outputDir);
+
+  console.log(`⚙️  Downloading compatible node version`);
+  await need({
+    arch: nodeArchFromBuildPlatform(platform),
+    platform: nodePlatformFromBuildPlatform(platform),
+    output: path.join(outputDir, 'node'),
+    nodeRange: SUPPORTED_NODE_PLATFORM,
+  });
+  console.log(`✅  Wrote ${platform}-specific server version to ${outputDir}`);
 }
 
 buildServerRelease().catch((e) => {
diff --git a/desktop/scripts/package.json b/desktop/scripts/package.json
index 8ad8171ec..159b77028 100644
--- a/desktop/scripts/package.json
+++ b/desktop/scripts/package.json
@@ -32,6 +32,7 @@
     "metro-minify-terser": "^0.66.2",
     "p-filter": "^2.1.0",
     "p-map": "^4.0.0",
+    "pkg-fetch": "^3.3.0",
     "promisify-child-process": "^4.1.0",
     "socket.io": "^4.4.1",
     "tmp": "^0.2.1",
diff --git a/desktop/yarn.lock b/desktop/yarn.lock
index ae82c200a..e07e8a624 100644
--- a/desktop/yarn.lock
+++ b/desktop/yarn.lock
@@ -9082,6 +9082,11 @@ mixin-deep@^1.2.0:
     for-in "^1.0.2"
     is-extendable "^1.0.1"
 
+mkdirp-classic@^0.5.2:
+  version "0.5.3"
+  resolved "https://registry.yarnpkg.com/mkdirp-classic/-/mkdirp-classic-0.5.3.tgz#fa10c9115cc6d8865be221ba47ee9bed78601113"
+  integrity sha512-gKLcREMhtuZRwRAfqP3RFW+TK4JqApVBtOIftVgjuABpAtpxhPGaDcfvbhNvD0B8iD1oUr/txX35NjcaY6Ns/A==
+
 mkdirp@1.x, mkdirp@^1.0.3, mkdirp@^1.0.4:
   version "1.0.4"
   resolved "https://registry.yarnpkg.com/mkdirp/-/mkdirp-1.0.4.tgz#3eb5ed62622756d79a5f0e2a221dfebad75c2f7e"
@@ -9185,7 +9190,7 @@ node-fetch@2.6.0:
   resolved "https://registry.yarnpkg.com/node-fetch/-/node-fetch-2.6.0.tgz#e633456386d4aa55863f676a7ab0daa8fdecb0fd"
   integrity sha512-8dG4H5ujfvFiqDmVu9fQ5bOHUC15JMjMY/Zumv26oOvvVJjM67KF8koCWIabKQ1GJIa9r2mMZscBq/TbdOcmNA==
 
-node-fetch@^2.2.0, node-fetch@^2.6.0, node-fetch@^2.6.1, node-fetch@^2.6.7:
+node-fetch@^2.2.0, node-fetch@^2.6.0, node-fetch@^2.6.1, node-fetch@^2.6.6, node-fetch@^2.6.7:
   version "2.6.7"
   resolved "https://registry.yarnpkg.com/node-fetch/-/node-fetch-2.6.7.tgz#24de9fba827e3b4ae44dc8b20256a379160052ad"
   integrity sha512-ZjMPFEfVx5j+y2yF35Kzx5sF7kDzxuDj6ziH4FFbOp87zKDZNx8yExJIb05OGF4Nlt9IHFIMBkRl41VdvcNdbQ==
@@ -9813,6 +9818,20 @@ pkg-dir@^4.2.0:
   dependencies:
     find-up "^4.0.0"
 
+pkg-fetch@^3.3.0:
+  version "3.3.0"
+  resolved "https://registry.yarnpkg.com/pkg-fetch/-/pkg-fetch-3.3.0.tgz#3afc2fb7a19219839cf75654fa8b54a2630df891"
+  integrity sha512-xJnIZ1KP+8rNN+VLafwu4tEeV4m8IkFBDdCFqmAJz9K1aiXEtbARmdbEe6HlXWGSVuShSHjFXpfkKRkDBQ5kiA==
+  dependencies:
+    chalk "^4.1.2"
+    fs-extra "^9.1.0"
+    https-proxy-agent "^5.0.0"
+    node-fetch "^2.6.6"
+    progress "^2.0.3"
+    semver "^7.3.5"
+    tar-fs "^2.1.1"
+    yargs "^16.2.0"
+
 plist@^3.0.1, plist@^3.0.4:
   version "3.0.4"
   resolved "https://registry.yarnpkg.com/plist/-/plist-3.0.4.tgz#a62df837e3aed2bb3b735899d510c4f186019cbe"
@@ -11778,6 +11797,16 @@ tar-fs@^2.0.0:
     pump "^3.0.0"
     tar-stream "^2.0.0"
 
+tar-fs@^2.1.1:
+  version "2.1.1"
+  resolved "https://registry.yarnpkg.com/tar-fs/-/tar-fs-2.1.1.tgz#489a15ab85f1f0befabb370b7de4f9eb5cbe8784"
+  integrity sha512-V0r2Y9scmbDRLCNex/+hYzvp/zyYjvFbHPNgVTKfQvVrb6guiE/fxP+XblDNR011utopbkex2nM4dHNV6GDsng==
+  dependencies:
+    chownr "^1.1.1"
+    mkdirp-classic "^0.5.2"
+    pump "^3.0.0"
+    tar-stream "^2.1.4"
+
 tar-stream@^1.5.2:
   version "1.6.2"
   resolved "https://registry.yarnpkg.com/tar-stream/-/tar-stream-1.6.2.tgz#8ea55dab37972253d9a9af90fdcd559ae435c555"
@@ -11791,7 +11820,7 @@ tar-stream@^1.5.2:
     to-buffer "^1.1.1"
     xtend "^4.0.0"
 
-tar-stream@^2.0.0, tar-stream@^2.2.0:
+tar-stream@^2.0.0, tar-stream@^2.1.4, tar-stream@^2.2.0:
   version "2.2.0"
   resolved "https://registry.yarnpkg.com/tar-stream/-/tar-stream-2.2.0.tgz#acad84c284136b060dc3faa64474aa9aebd77287"
   integrity sha512-ujeqbceABgwMZxEJnk2HDY2DlnUZ+9oEcb1KzTVfYHio0UE6dG71n60d8D2I4qNvleWrrXpmjpt7vZeF1LnMZQ==