diff --git a/web3.js/src/connection.ts b/web3.js/src/connection.ts
index cea1a3e1e68386..f5f113cda3caad 100644
--- a/web3.js/src/connection.ts
+++ b/web3.js/src/connection.ts
@@ -3170,6 +3170,32 @@ export class Connection {
     }
   }
 
+  /**
+   * Fetch all the account info for multiple accounts specified by an array of public keys, return with context
+   */
+  async getMultipleParsedAccounts(
+    publicKeys: PublicKey[],
+    rawConfig?: GetMultipleAccountsConfig,
+  ): Promise<
+    RpcResponseAndContext<(AccountInfo<Buffer | ParsedAccountData> | null)[]>
+  > {
+    const {commitment, config} = extractCommitmentFromConfig(rawConfig);
+    const keys = publicKeys.map(key => key.toBase58());
+    const args = this._buildArgs([keys], commitment, 'jsonParsed', config);
+    const unsafeRes = await this._rpcRequest('getMultipleAccounts', args);
+    const res = create(
+      unsafeRes,
+      jsonRpcResultAndContext(array(nullable(ParsedAccountInfoResult))),
+    );
+    if ('error' in res) {
+      throw new SolanaJSONRPCError(
+        res.error,
+        `failed to get info for accounts ${keys}`,
+      );
+    }
+    return res.result;
+  }
+
   /**
    * Fetch all the account info for multiple accounts specified by an array of public keys, return with context
    */
diff --git a/web3.js/test/connection.test.ts b/web3.js/test/connection.test.ts
index ebd04261537314..0d7a7f834a44bc 100644
--- a/web3.js/test/connection.test.ts
+++ b/web3.js/test/connection.test.ts
@@ -3214,8 +3214,9 @@ describe('Connection', function () {
   if (process.env.TEST_LIVE) {
     describe('token methods', () => {
       const connection = new Connection(url, 'confirmed');
-      const newAccount = Keypair.generate().publicKey;
+      const newAccount = PublicKey.unique();
 
+      let payerKeypair = new Keypair();
       let testTokenMintPubkey: PublicKey;
       let testOwnerKeypair: Keypair;
       let testTokenAccountPubkey: PublicKey;
@@ -3225,7 +3226,6 @@ describe('Connection', function () {
       before(async function () {
         this.timeout(30 * 1000);
 
-        const payerKeypair = new Keypair();
         await connection.confirmTransaction(
           await connection.requestAirdrop(payerKeypair.publicKey, 100000000000),
         );
@@ -3382,6 +3382,55 @@ describe('Connection', function () {
         }
       });
 
+      it('get multiple parsed token accounts', async () => {
+        const accounts = (
+          await connection.getMultipleParsedAccounts([
+            testTokenAccountPubkey,
+            testTokenMintPubkey,
+            payerKeypair.publicKey,
+            newAccount,
+          ])
+        ).value;
+        expect(accounts.length).to.eq(4);
+
+        const parsedTokenAccount = accounts[0];
+        if (parsedTokenAccount) {
+          const data = parsedTokenAccount.data;
+          if (Buffer.isBuffer(data)) {
+            expect(Buffer.isBuffer(data)).to.eq(false);
+          } else {
+            expect(data.program).to.eq('spl-token');
+            expect(data.parsed).to.be.ok;
+          }
+        } else {
+          expect(parsedTokenAccount).to.be.ok;
+        }
+
+        const parsedTokenMint = accounts[1];
+        if (parsedTokenMint) {
+          const data = parsedTokenMint.data;
+          if (Buffer.isBuffer(data)) {
+            expect(Buffer.isBuffer(data)).to.eq(false);
+          } else {
+            expect(data.program).to.eq('spl-token');
+            expect(data.parsed).to.be.ok;
+          }
+        } else {
+          expect(parsedTokenMint).to.be.ok;
+        }
+
+        const unparsedPayerAccount = accounts[2];
+        if (unparsedPayerAccount) {
+          const data = unparsedPayerAccount.data;
+          expect(Buffer.isBuffer(data)).to.be.true;
+        } else {
+          expect(unparsedPayerAccount).to.be.ok;
+        }
+
+        const unknownAccount = accounts[3];
+        expect(unknownAccount).to.not.be.ok;
+      });
+
       it('get parsed token program accounts', async () => {
         const tokenAccounts = await connection.getParsedProgramAccounts(
           TOKEN_PROGRAM_ID,