diff --git a/packages/neuron-wallet/src/block-sync-renderer/sync/light-connector.ts b/packages/neuron-wallet/src/block-sync-renderer/sync/light-connector.ts
index 40d13300a6..125b49e124 100644
--- a/packages/neuron-wallet/src/block-sync-renderer/sync/light-connector.ts
+++ b/packages/neuron-wallet/src/block-sync-renderer/sync/light-connector.ts
@@ -301,9 +301,6 @@ export default class LightConnector extends Connector<CKBComponents.Hash> {
   }
 
   async appendScript(scripts: AppendScript[]) {
-    if (!scripts.length) {
-      return
-    }
     this.initSyncProgress(scripts)
   }
 }
diff --git a/packages/neuron-wallet/src/block-sync-renderer/sync/queue.ts b/packages/neuron-wallet/src/block-sync-renderer/sync/queue.ts
index 8d39e238ae..e08667a452 100644
--- a/packages/neuron-wallet/src/block-sync-renderer/sync/queue.ts
+++ b/packages/neuron-wallet/src/block-sync-renderer/sync/queue.ts
@@ -10,6 +10,7 @@ import AssetAccountInfo from 'models/asset-account-info'
 import { Address as AddressInterface } from "models/address"
 import AddressParser from 'models/address-parser'
 import Multisig from 'models/multisig'
+import BlockHeader from 'models/chain/block-header'
 import TxAddressFinder from './tx-address-finder'
 import IndexerConnector from './indexer-connector'
 import IndexerCacheService from './indexer-cache-service'
@@ -134,8 +135,11 @@ export default class Queue {
       blockHashes.map(v => ['getHeader', v])
     ).exec()
     headers.forEach((blockHeader, idx) => {
-      txs[idx].timestamp = blockHeader!.timestamp
-      txs[idx].blockNumber = blockHeader!.number
+      if (blockHeader) {
+        const header = BlockHeader.fromSDK(blockHeader)
+        txs[idx].timestamp = header.timestamp
+        txs[idx].blockNumber = header.number
+      }
     })
     return txs
   }
diff --git a/packages/neuron-wallet/src/database/chain/index.ts b/packages/neuron-wallet/src/database/chain/index.ts
index 5e29bfbffe..a0bde9834a 100644
--- a/packages/neuron-wallet/src/database/chain/index.ts
+++ b/packages/neuron-wallet/src/database/chain/index.ts
@@ -1,23 +1,24 @@
 import { getConnection } from 'typeorm'
 import MultisigOutputChangedSubject from 'models/subjects/multisig-output-db-changed-subject'
+import SyncProgressService from 'services/sync-progress'
 import InputEntity from './entities/input'
 import OutputEntity from './entities/output'
 import TransactionEntity from './entities/transaction'
 import SyncInfoEntity from './entities/sync-info'
 import IndexerTxHashCache from './entities/indexer-tx-hash-cache'
 import MultisigOutput from './entities/multisig-output'
-import SyncProgress from './entities/sync-progress'
 
 /*
  * Clean local sqlite storage
  */
 export const clean = async () => {
   await Promise.all([
-    ...[InputEntity, OutputEntity, TransactionEntity, IndexerTxHashCache, MultisigOutput, SyncProgress].map(entity => {
+    ...[InputEntity, OutputEntity, TransactionEntity, IndexerTxHashCache, MultisigOutput].map(entity => {
       return getConnection()
         .getRepository(entity)
         .clear()
-    })
+    }),
+    SyncProgressService.clearCurrentWalletProgress()
   ])
   MultisigOutputChangedSubject.getSubject().next('reset')
 
diff --git a/packages/neuron-wallet/src/services/indexer.ts b/packages/neuron-wallet/src/services/indexer.ts
index 7d70189f63..4f2f01837e 100644
--- a/packages/neuron-wallet/src/services/indexer.ts
+++ b/packages/neuron-wallet/src/services/indexer.ts
@@ -30,7 +30,7 @@ export default class IndexerService {
     }
 
     if (!NodeService.getInstance().isCkbNodeExternal) {
-      await startMonitor('ckb')
+      await startMonitor('ckb', true)
     }
   }
 
diff --git a/packages/neuron-wallet/src/services/multisig.ts b/packages/neuron-wallet/src/services/multisig.ts
index 89012ff0ea..c45543df38 100644
--- a/packages/neuron-wallet/src/services/multisig.ts
+++ b/packages/neuron-wallet/src/services/multisig.ts
@@ -11,6 +11,7 @@ import NetworksService from './networks'
 import Multisig from 'models/multisig'
 import SyncProgress, { SyncAddressType } from 'database/chain/entities/sync-progress'
 import { NetworkType } from 'models/network'
+import WalletService from './wallets'
 
 const max64Int = '0x' + 'f'.repeat(16)
 export default class MultisigService {
@@ -334,9 +335,13 @@ export default class MultisigService {
   }
 
   static async getMultisigConfigForLight() {
+    const currentWallet = WalletService.getInstance().getCurrent()
     const multisigConfigs = await getConnection()
       .getRepository(MultisigConfig)
       .createQueryBuilder()
+      .where({
+        walletId: currentWallet?.id
+      })
       .getMany()
     return multisigConfigs.map(v => ({
       walletId: v.walletId,
diff --git a/packages/neuron-wallet/src/services/sync-progress.ts b/packages/neuron-wallet/src/services/sync-progress.ts
index 98598d4c25..100a9458fe 100644
--- a/packages/neuron-wallet/src/services/sync-progress.ts
+++ b/packages/neuron-wallet/src/services/sync-progress.ts
@@ -108,4 +108,11 @@ export default class SyncProgressService {
       .where({ hash: In(hashes) })
       .getMany()
   }
+
+  static async clearCurrentWalletProgress() {
+    const currentWallet = WalletService.getInstance().getCurrent()
+    await getConnection()
+      .getRepository(SyncProgress)
+      .delete({ walletId: currentWallet?.id })
+  }
 }
diff --git a/packages/neuron-wallet/src/utils/ckb-rpc.ts b/packages/neuron-wallet/src/utils/ckb-rpc.ts
index e0f6acc08f..5e460d9a4e 100644
--- a/packages/neuron-wallet/src/utils/ckb-rpc.ts
+++ b/packages/neuron-wallet/src/utils/ckb-rpc.ts
@@ -91,7 +91,7 @@ const lightRPCProperties: Record<string, Omit<Parameters<CKBRPC['addMethod']>[0]
     paramsFormatters: [paramsFormatter.toHash],
     resultFormatters: (result: { status: 'fetched' | 'fetching' | 'added' | 'not_found', data?: RPC.TransactionWithStatus }) => {
       if (result.status === 'fetched' && result.data) {return resultFormatter.toTransactionWithStatus(result.data)}
-      return null
+      return result
     }
   }
 }
@@ -117,7 +117,7 @@ export class LightRPC extends Base {
   ) => Promise<{ lastCursor: HexString, txs: { txHash: HexString, txIndex: HexString, blockNumber: CKBComponents.BlockNumber }[]}>
 
   getTransactionInLight: Base['getTransaction']
-  fetchTransaction: (hash: string) => Promise<CKBComponents.TransactionWithStatus | null>
+  fetchTransaction: (hash: string) => Promise<CKBComponents.TransactionWithStatus | { status: 'fetching' | 'added' | 'not_found' }>
 
   getGenesisBlock: () => Promise<CKBComponents.Block>
   exceptionMethods = ['getCurrentEpoch', 'getEpochByNumber', 'getBlockHash', 'getLiveCell']
@@ -151,7 +151,9 @@ export class LightRPC extends Base {
     if (!tx?.transaction) {
       tx = await CommonUtils.retry(3, 100, async () => {
         const tmp = await this.fetchTransaction(hash)
-        if (tmp === null) {throw new Error('Not fetch the transaction current')}
+        if ('status' in tmp) {
+          throw new Error(`transaction ${hash} status: ${tmp.status}`)
+        }
         return tmp
       })
       if (!tx) {throw new Error(`Fetch transaction tx failed, please try it later: ${hash}`)}
diff --git a/packages/neuron-wallet/tests/block-sync-renderer/queue.test.ts b/packages/neuron-wallet/tests/block-sync-renderer/queue.test.ts
index eb964cdee8..9ca3175cab 100644
--- a/packages/neuron-wallet/tests/block-sync-renderer/queue.test.ts
+++ b/packages/neuron-wallet/tests/block-sync-renderer/queue.test.ts
@@ -73,7 +73,8 @@ const generateFakeTx = (id: string, publicKeyHash: string = '0x') => {
       lock: Script.fromObject({ hashType: ScriptHashType.Type, codeHash: '0x' + id.repeat(64), args: publicKeyHash })
     })
   ]
-  fakeTx.blockNumber = '1'
+  fakeTx.blockNumber = '0x1'
+  fakeTx.timestamp = '0x1880a3fa5bc'
   const fakeTxWithStatus = {
     transaction: fakeTx,
     txStatus: new TxStatus('0x' + id.repeat(64), TxStatusType.Committed)
@@ -81,6 +82,14 @@ const generateFakeTx = (id: string, publicKeyHash: string = '0x') => {
   return fakeTxWithStatus
 }
 
+const fakeBlockHeader = {
+  version: '0x0',
+  epoch: '0x0',
+  hash: `0x${'0'.repeat(64)}`,
+  parentHash: `0x${'0'.repeat(64)}`,
+  timestamp: '0x0',
+  number: '0x0',
+}
 describe('queue', () => {
   let queue: Queue
   const fakeNodeUrl = 'http://fakenode:8114'
@@ -216,7 +225,7 @@ describe('queue', () => {
             stubbedGetTransactionFn.mockResolvedValue(fakeTxWithStatus1)
             stubbedRPCCreateBatchRequestExecFn
               .mockResolvedValueOnce(fakeTxs)
-              .mockResolvedValueOnce(fakeTxs.map(v => ({ timestamp: v.transaction.timestamp, number: v.transaction.blockNumber })))
+              .mockResolvedValueOnce(fakeTxs.map(v => ({ ...fakeBlockHeader, timestamp: v.transaction.timestamp, number: v.transaction.blockNumber })))
             stubbedTransactionsSubject.next({ txHashes: fakeTxs.map(v => v.transaction.hash), params: fakeTxs[0].transaction.blockNumber })
           })
           describe('when saving transactions is succeeded', () => {
@@ -226,7 +235,8 @@ describe('queue', () => {
               const lockHashes = ['0x1f2615a8dde4e28ca736ff763c2078aff990043f4cbf09eb4b3a58a140a0862d']
               const tx = Transaction.fromSDK(fakeTxWithStatus2.transaction.toSDK())
               tx.blockHash = fakeTxWithStatus2.txStatus.blockHash!
-              tx.blockNumber = fakeTxWithStatus2.transaction.blockNumber
+              tx.blockNumber = BigInt(fakeTxWithStatus2.transaction.blockNumber!).toString()
+              tx.timestamp = BigInt(fakeTxWithStatus2.transaction.timestamp!).toString()
               expect(stubbedTxAddressFinderConstructor).toHaveBeenCalledWith(
                 lockHashes,
                 [new AssetAccountInfo().generateAnyoneCanPayScript(addressInfo.blake160).computeHash()],
@@ -238,7 +248,8 @@ describe('queue', () => {
               for (const { transaction } of fakeTxs) {
                 const tx = Transaction.fromSDK(transaction.toSDK())
                 tx.blockHash = fakeTxWithStatus2.txStatus.blockHash!
-                tx.blockNumber = fakeTxWithStatus2.transaction.blockNumber
+                tx.blockNumber = BigInt(fakeTxWithStatus2.transaction.blockNumber!).toString()
+                tx.timestamp = BigInt(fakeTxWithStatus2.transaction.timestamp!).toString()
                 expect(stubbedSaveFetchFn).toHaveBeenCalledWith(tx)
               }
             })
@@ -260,7 +271,7 @@ describe('queue', () => {
               stubbedSaveFetchFn.mockRejectedValueOnce(err)
               stubbedRPCCreateBatchRequestExecFn
                 .mockResolvedValueOnce(fakeTxs)
-                .mockResolvedValueOnce(fakeTxs.map(v => ({ timestamp: v.transaction.timestamp, number: v.transaction.blockNumber })))
+                .mockResolvedValueOnce(fakeTxs.map(v => ({ ...fakeBlockHeader, timestamp: v.transaction.timestamp, number: v.transaction.blockNumber })))
               stubbedTransactionsSubject.next({ txHashes: fakeTxs.map(v => v.transaction.hash), params: fakeTxs[0].transaction.blockNumber })
               await flushPromises()
             })
diff --git a/packages/neuron-wallet/tests/controllers/multisig.test.ts b/packages/neuron-wallet/tests/controllers/multisig.test.ts
index 6a135ee333..f83962734c 100644
--- a/packages/neuron-wallet/tests/controllers/multisig.test.ts
+++ b/packages/neuron-wallet/tests/controllers/multisig.test.ts
@@ -18,6 +18,15 @@ jest.mock('electron', () => ({
     getFocusedWindow: jest.fn()
   }
 }))
+jest.mock('services/wallets', () => ({
+  getInstance() {
+    return {
+      getCurrent() {
+        return jest.fn()
+      }
+    }
+  }
+}))
 
 jest.mock('../../src/services/multisig')
 const MultiSigServiceMock = MultisigService as jest.MockedClass<typeof MultisigService>
diff --git a/packages/neuron-wallet/tests/controllers/sync-api.test.ts b/packages/neuron-wallet/tests/controllers/sync-api.test.ts
index 53d10e68a8..fcb367eefa 100644
--- a/packages/neuron-wallet/tests/controllers/sync-api.test.ts
+++ b/packages/neuron-wallet/tests/controllers/sync-api.test.ts
@@ -47,6 +47,9 @@ jest.doMock('services/ckb-runner', () => ({
 jest.mock('undici', () => ({
   request: () => jest.fn()()
 }))
+jest.mock('services/multisig', () => ({
+  syncMultisigOutput: () => jest.fn()
+}))
 
 describe('SyncApiController', () => {
   const emitter = new Emitter()
diff --git a/packages/neuron-wallet/tests/services/light-runner.test.ts b/packages/neuron-wallet/tests/services/light-runner.test.ts
index 9f8c886ae7..11b3d85557 100644
--- a/packages/neuron-wallet/tests/services/light-runner.test.ts
+++ b/packages/neuron-wallet/tests/services/light-runner.test.ts
@@ -19,6 +19,7 @@ const spawnMock = jest.fn()
 const loggerErrorMock = jest.fn()
 const loggerInfoMock = jest.fn()
 const transportsGetFileMock = jest.fn()
+const cleanMock = jest.fn()
 
 function resetMock() {
   mockFn.mockReset()
@@ -38,6 +39,7 @@ function resetMock() {
   loggerErrorMock.mockReset()
   loggerInfoMock.mockReset()
   transportsGetFileMock.mockReset()
+  cleanMock.mockReset()
 }
 
 jest.doMock('../../src/env', () => ({
@@ -67,6 +69,10 @@ jest.doMock('../../src/services/settings', () => ({
   }
 }))
 
+jest.doMock('../../src/database/chain', () => ({
+  clean: cleanMock
+}))
+
 jest.doMock('process', () => ({
   get platform() {
     return platformMock()