diff --git a/src/init.cpp b/src/init.cpp
index 33023a1800..cc630d7337 100644
--- a/src/init.cpp
+++ b/src/init.cpp
@@ -198,8 +198,9 @@ void Shutdown()
     StopRPC();
     StopHTTPServer();
 #ifdef ENABLE_WALLET
-    if (pwalletMain)
-        pwalletMain->Flush(false);
+    for (CWalletRef pwallet : vpwallets) {
+        pwallet->Flush(false);
+    }
 #endif
     MapPort(false);
     UnregisterValidationInterface(peerLogic.get());
@@ -239,8 +240,9 @@ void Shutdown()
         pblocktree = NULL;
     }
 #ifdef ENABLE_WALLET
-    if (pwalletMain)
-        pwalletMain->Flush(true);
+    for (CWalletRef pwallet : vpwallets) {
+        pwallet->Flush(true);
+    }
 #endif
 
 #if ENABLE_ZMQ
@@ -260,8 +262,10 @@ void Shutdown()
 #endif
     UnregisterAllValidationInterfaces();
 #ifdef ENABLE_WALLET
-    delete pwalletMain;
-    pwalletMain = NULL;
+    for (CWalletRef pwallet : vpwallets) {
+        delete pwallet;
+    }
+    vpwallets.clear();
 #endif
     globalVerifyHandle.reset();
     ECC_Stop();
@@ -1673,8 +1677,9 @@ bool AppInitMain(boost::thread_group& threadGroup, CScheduler& scheduler)
     uiInterface.InitMessage(_("Done loading"));
 
 #ifdef ENABLE_WALLET
-    if (pwalletMain)
-        pwalletMain->postInitProcess(scheduler);
+    for (CWalletRef pwallet : vpwallets) {
+        pwallet->postInitProcess(scheduler);
+    }
 #endif
 
     return !fRequestShutdown;
diff --git a/src/qt/bitcoin.cpp b/src/qt/bitcoin.cpp
index 23ec3ab434..6d8760c071 100644
--- a/src/qt/bitcoin.cpp
+++ b/src/qt/bitcoin.cpp
@@ -474,9 +474,10 @@ void BitcoinApplication::initializeResult(bool success)
         window->setClientModel(clientModel);
 
 #ifdef ENABLE_WALLET
-        if(pwalletMain)
+        // TODO: Expose secondary wallets
+        if (!vpwallets.empty())
         {
-            walletModel = new WalletModel(platformStyle, pwalletMain, optionsModel);
+            walletModel = new WalletModel(platformStyle, vpwallets[0], optionsModel);
 
             window->addWallet(BitcoinGUI::DEFAULT_WALLET, walletModel);
             window->setCurrentWallet(BitcoinGUI::DEFAULT_WALLET);
diff --git a/src/wallet/db.cpp b/src/wallet/db.cpp
index 7e1b94ffa4..906cc809bf 100644
--- a/src/wallet/db.cpp
+++ b/src/wallet/db.cpp
@@ -439,11 +439,6 @@ void CWalletDBWrapper::IncrementUpdateCounter()
     ++nUpdateCounter;
 }
 
-unsigned int CWalletDBWrapper::GetUpdateCounter()
-{
-    return nUpdateCounter.load();
-}
-
 void CDB::Close()
 {
     if (!pdb)
diff --git a/src/wallet/db.h b/src/wallet/db.h
index 1a583c3ce9..a2ede99d1b 100644
--- a/src/wallet/db.h
+++ b/src/wallet/db.h
@@ -93,13 +93,13 @@ class CWalletDBWrapper
     friend class CDB;
 public:
     /** Create dummy DB handle */
-    CWalletDBWrapper(): env(nullptr)
+    CWalletDBWrapper() : nLastSeen(0), nLastFlushed(0), nLastWalletUpdate(0), env(nullptr)
     {
     }
 
     /** Create DB handle to real database */
-    CWalletDBWrapper(CDBEnv *env_in, const std::string &strFile_in):
-        env(env_in), strFile(strFile_in)
+    CWalletDBWrapper(CDBEnv *env_in, const std::string &strFile_in) :
+        nLastSeen(0), nLastFlushed(0), nLastWalletUpdate(0), env(env_in), strFile(strFile_in)
     {
     }
 
@@ -120,13 +120,16 @@ public:
     void Flush(bool shutdown);
 
     void IncrementUpdateCounter();
-    unsigned int GetUpdateCounter();
+
+    std::atomic<unsigned int> nUpdateCounter;
+    unsigned int nLastSeen;
+    unsigned int nLastFlushed;
+    int64_t nLastWalletUpdate;
 
 private:
     /** BerkeleyDB specific */
     CDBEnv *env;
     std::string strFile;
-    std::atomic<unsigned int> nUpdateCounter;
 
     /** Return whether this database handle is a dummy for testing.
      * Only to be used at a low level, application should ideally not care
diff --git a/src/wallet/rpcwallet.cpp b/src/wallet/rpcwallet.cpp
index 3b6dfd42ca..7b9ed91947 100644
--- a/src/wallet/rpcwallet.cpp
+++ b/src/wallet/rpcwallet.cpp
@@ -33,7 +33,8 @@
 
 CWallet *GetWalletForJSONRPCRequest(const JSONRPCRequest& request)
 {
-    return pwalletMain;
+    // TODO: Some way to access secondary wallets
+    return vpwallets.empty() ? nullptr : vpwallets[0];
 }
 
 std::string HelpRequiringPassphrase(CWallet * const pwallet)
diff --git a/src/wallet/test/wallet_test_fixture.cpp b/src/wallet/test/wallet_test_fixture.cpp
index 1989bf8d9b..922fcc8e89 100644
--- a/src/wallet/test/wallet_test_fixture.cpp
+++ b/src/wallet/test/wallet_test_fixture.cpp
@@ -8,6 +8,8 @@
 #include "wallet/db.h"
 #include "wallet/wallet.h"
 
+CWallet *pwalletMain;
+
 WalletTestingSetup::WalletTestingSetup(const std::string& chainName):
     TestingSetup(chainName)
 {
diff --git a/src/wallet/test/wallet_tests.cpp b/src/wallet/test/wallet_tests.cpp
index b30748d66b..7c48bc29ea 100644
--- a/src/wallet/test/wallet_tests.cpp
+++ b/src/wallet/test/wallet_tests.cpp
@@ -19,6 +19,8 @@
 #include <boost/test/unit_test.hpp>
 #include <univalue.h>
 
+extern CWallet* pwalletMain;
+
 extern UniValue importmulti(const JSONRPCRequest& request);
 extern UniValue dumpwallet(const JSONRPCRequest& request);
 extern UniValue importwallet(const JSONRPCRequest& request);
@@ -402,8 +404,7 @@ BOOST_FIXTURE_TEST_CASE(rescan, TestChain100Setup)
     // after.
     {
         CWallet wallet;
-        CWallet *backup = ::pwalletMain;
-        ::pwalletMain = &wallet;
+        vpwallets.insert(vpwallets.begin(), &wallet);
         UniValue keys;
         keys.setArray();
         UniValue key;
@@ -434,7 +435,7 @@ BOOST_FIXTURE_TEST_CASE(rescan, TestChain100Setup)
                       "downloading and rescanning the relevant blocks (see -reindex and -rescan "
                       "options).\"}},{\"success\":true}]",
                               0, oldTip->GetBlockTimeMax(), TIMESTAMP_WINDOW));
-        ::pwalletMain = backup;
+        vpwallets.erase(vpwallets.begin());
     }
 }
 
@@ -444,7 +445,6 @@ BOOST_FIXTURE_TEST_CASE(rescan, TestChain100Setup)
 // than or equal to key birthday.
 BOOST_FIXTURE_TEST_CASE(importwallet_rescan, TestChain100Setup)
 {
-    CWallet *pwalletMainBackup = ::pwalletMain;
     LOCK(cs_main);
 
     // Create two blocks with same timestamp to verify that importwallet rescan
@@ -470,7 +470,7 @@ BOOST_FIXTURE_TEST_CASE(importwallet_rescan, TestChain100Setup)
         JSONRPCRequest request;
         request.params.setArray();
         request.params.push_back("wallet.backup");
-        ::pwalletMain = &wallet;
+        vpwallets.insert(vpwallets.begin(), &wallet);
         ::dumpwallet(request);
     }
 
@@ -482,7 +482,7 @@ BOOST_FIXTURE_TEST_CASE(importwallet_rescan, TestChain100Setup)
         JSONRPCRequest request;
         request.params.setArray();
         request.params.push_back("wallet.backup");
-        ::pwalletMain = &wallet;
+        vpwallets[0] = &wallet;
         ::importwallet(request);
 
         BOOST_CHECK_EQUAL(wallet.mapWallet.size(), 3);
@@ -495,7 +495,7 @@ BOOST_FIXTURE_TEST_CASE(importwallet_rescan, TestChain100Setup)
     }
 
     SetMockTime(0);
-    ::pwalletMain = pwalletMainBackup;
+    vpwallets.erase(vpwallets.begin());
 }
 
 // Check that GetImmatureCredit() returns a newly calculated value instead of
diff --git a/src/wallet/wallet.cpp b/src/wallet/wallet.cpp
index 9d49b72308..e5c9f11aa6 100644
--- a/src/wallet/wallet.cpp
+++ b/src/wallet/wallet.cpp
@@ -35,7 +35,7 @@
 #include <boost/algorithm/string/replace.hpp>
 #include <boost/thread.hpp>
 
-CWallet* pwalletMain = NULL;
+std::vector<CWalletRef> vpwallets;
 /** Transaction fee set by the user */
 CFeeRate payTxFee(DEFAULT_TRANSACTION_FEE);
 unsigned int nTxConfirmTarget = DEFAULT_TX_CONFIRM_TARGET;
@@ -3926,7 +3926,6 @@ CWallet* CWallet::CreateWalletFromFile(const std::string walletFile)
 bool CWallet::InitLoadWallet()
 {
     if (GetBoolArg("-disablewallet", DEFAULT_DISABLE_WALLET)) {
-        pwalletMain = NULL;
         LogPrintf("Wallet disabled!\n");
         return true;
     }
@@ -3943,7 +3942,7 @@ bool CWallet::InitLoadWallet()
     if (!pwallet) {
         return false;
     }
-    pwalletMain = pwallet;
+    vpwallets.push_back(pwallet);
 
     return true;
 }
diff --git a/src/wallet/wallet.h b/src/wallet/wallet.h
index 6236b5e560..b1516c6e65 100644
--- a/src/wallet/wallet.h
+++ b/src/wallet/wallet.h
@@ -29,7 +29,8 @@
 #include <utility>
 #include <vector>
 
-extern CWallet* pwalletMain;
+typedef CWallet* CWalletRef;
+extern std::vector<CWalletRef> vpwallets;
 
 /**
  * Settings
diff --git a/src/wallet/walletdb.cpp b/src/wallet/walletdb.cpp
index 149d0e0c20..6f5ddece9a 100644
--- a/src/wallet/walletdb.cpp
+++ b/src/wallet/walletdb.cpp
@@ -760,24 +760,23 @@ void MaybeCompactWalletDB()
         return;
     }
 
-    CWalletDBWrapper& dbh = pwalletMain->GetDBHandle();
+    for (CWalletRef pwallet : vpwallets) {
+        CWalletDBWrapper& dbh = pwallet->GetDBHandle();
 
-    static unsigned int nLastSeen = dbh.GetUpdateCounter();
-    static unsigned int nLastFlushed = dbh.GetUpdateCounter();
-    static int64_t nLastWalletUpdate = GetTime();
+        unsigned int nUpdateCounter = dbh.nUpdateCounter;
 
-    if (nLastSeen != dbh.GetUpdateCounter())
-    {
-        nLastSeen = dbh.GetUpdateCounter();
-        nLastWalletUpdate = GetTime();
-    }
+        if (dbh.nLastSeen != nUpdateCounter) {
+            dbh.nLastSeen = nUpdateCounter;
+            dbh.nLastWalletUpdate = GetTime();
+        }
 
-    if (nLastFlushed != dbh.GetUpdateCounter() && GetTime() - nLastWalletUpdate >= 2)
-    {
-        if (CDB::PeriodicFlush(dbh)) {
-            nLastFlushed = dbh.GetUpdateCounter();
+        if (dbh.nLastFlushed != nUpdateCounter && GetTime() - dbh.nLastWalletUpdate >= 2) {
+            if (CDB::PeriodicFlush(dbh)) {
+                dbh.nLastFlushed = nUpdateCounter;
+            }
         }
     }
+
     fOneThread = false;
 }