diff --git a/src/Makefile.test.include b/src/Makefile.test.include
--- a/src/Makefile.test.include
+++ b/src/Makefile.test.include
@@ -112,13 +112,13 @@
 
 test_test_bitcoin_SOURCES = $(BITCOIN_TESTS) $(JSON_TEST_FILES) $(RAW_TEST_FILES)
 test_test_bitcoin_CPPFLAGS = $(AM_CPPFLAGS) $(BITCOIN_INCLUDES) -I$(builddir)/test/ $(TESTDEFS) $(EVENT_CFLAGS)
-test_test_bitcoin_LDADD = $(LIBBITCOIN_SERVER) $(LIBBITCOIN_CLI) $(LIBBITCOIN_COMMON) $(LIBBITCOIN_UTIL) $(LIBBITCOIN_CONSENSUS) $(LIBBITCOIN_CRYPTO) $(LIBUNIVALUE) \
-  $(LIBLEVELDB) $(LIBLEVELDB_SSE42) $(LIBMEMENV) $(BOOST_LIBS) $(BOOST_UNIT_TEST_FRAMEWORK_LIB) $(LIBSECP256K1) $(EVENT_LIBS)
-
-test_test_bitcoin_CXXFLAGS = $(AM_CXXFLAGS) $(PIE_FLAGS)
+test_test_bitcoin_LDADD =
 if ENABLE_WALLET
 test_test_bitcoin_LDADD += $(LIBBITCOIN_WALLET)
 endif
+test_test_bitcoin_LDADD += $(LIBBITCOIN_SERVER) $(LIBBITCOIN_CLI) $(LIBBITCOIN_COMMON) $(LIBBITCOIN_UTIL) $(LIBBITCOIN_CONSENSUS) $(LIBBITCOIN_CRYPTO) $(LIBUNIVALUE) \
+  $(LIBLEVELDB) $(LIBLEVELDB_SSE42) $(LIBMEMENV) $(BOOST_LIBS) $(BOOST_UNIT_TEST_FRAMEWORK_LIB) $(LIBSECP256K1) $(EVENT_LIBS) $(EVENT_PTHREADS_LIBS)
+test_test_bitcoin_CXXFLAGS = $(AM_CXXFLAGS) $(PIE_FLAGS)
 
 test_test_bitcoin_LDADD += $(LIBBITCOIN_CONSENSUS) $(BDB_LIBS) $(SSL_LIBS) $(CRYPTO_LIBS) $(MINIUPNPC_LIBS)
 test_test_bitcoin_LDFLAGS = $(RELDFLAGS) $(AM_LDFLAGS) $(LIBTOOL_APP_LDFLAGS) -static
diff --git a/src/bitcoin-cli.cpp b/src/bitcoin-cli.cpp
--- a/src/bitcoin-cli.cpp
+++ b/src/bitcoin-cli.cpp
@@ -56,14 +56,20 @@
                                _("Username for JSON-RPC connections"));
     strUsage += HelpMessageOpt("-rpcpassword=<pw>",
                                _("Password for JSON-RPC connections"));
-    strUsage += HelpMessageOpt(
-        "-rpcclienttimeout=<n>",
-        strprintf(_("Timeout during HTTP requests (default: %d)"),
-                  DEFAULT_HTTP_CLIENT_TIMEOUT));
+    strUsage +=
+        HelpMessageOpt("-rpcclienttimeout=<n>",
+                       strprintf(_("Timeout in seconds during HTTP requests, "
+                                   "or 0 for no timeout. (default: %d)"),
+                                 DEFAULT_HTTP_CLIENT_TIMEOUT));
     strUsage += HelpMessageOpt(
         "-stdin", _("Read extra arguments from standard input, one per line "
                     "until EOF/Ctrl-D (recommended for sensitive information "
                     "such as passphrases)"));
+    strUsage += HelpMessageOpt(
+        "-usewallet=<walletname>",
+        _("Send RPC for non-default wallet on RPC server (argument is wallet "
+          "filename in bitcoind directory, required if bitcoind/-Qt runs with "
+          "multiple wallets)"));
 
     return strUsage;
 }
@@ -265,7 +271,21 @@
     assert(output_buffer);
     evbuffer_add(output_buffer, strRequest.data(), strRequest.size());
 
-    int r = evhttp_make_request(evcon.get(), req.get(), EVHTTP_REQ_POST, "/");
+    // check if we should use a special wallet endpoint
+    std::string endpoint = "/";
+    std::string walletName = GetArg("-usewallet", "");
+    if (!walletName.empty()) {
+        char *encodedURI =
+            evhttp_uriencode(walletName.c_str(), walletName.size(), false);
+        if (encodedURI) {
+            endpoint = "/wallet/" + std::string(encodedURI);
+            free(encodedURI);
+        } else {
+            throw CConnectionFailed("uri-encode failed");
+        }
+    }
+    int r = evhttp_make_request(evcon.get(), req.get(), EVHTTP_REQ_POST,
+                                endpoint.c_str());
     // ownership moved to evcon in above call
     req.release();
     if (r != 0) {
diff --git a/src/httprpc.cpp b/src/httprpc.cpp
--- a/src/httprpc.cpp
+++ b/src/httprpc.cpp
@@ -245,7 +245,11 @@
     if (!InitRPCAuthentication()) return false;
 
     RegisterHTTPHandler("/", true, HTTPReq_JSONRPC);
-
+#ifdef ENABLE_WALLET
+    // ifdef can be removed once we switch to better endpoint support and API
+    // versioning
+    RegisterHTTPHandler("/wallet/", false, HTTPReq_JSONRPC);
+#endif
     assert(EventBase());
     httpRPCTimerInterface = new HTTPRPCTimerInterface(EventBase());
     RPCSetTimerInterface(httpRPCTimerInterface);
diff --git a/src/httpserver.h b/src/httpserver.h
--- a/src/httpserver.h
+++ b/src/httpserver.h
@@ -147,4 +147,6 @@
     struct event *ev;
 };
 
+std::string urlDecode(const std::string &urlEncoded);
+
 #endif // BITCOIN_HTTPSERVER_H
diff --git a/src/httpserver.cpp b/src/httpserver.cpp
--- a/src/httpserver.cpp
+++ b/src/httpserver.cpp
@@ -657,3 +657,15 @@
         pathHandlers.erase(i);
     }
 }
+
+std::string urlDecode(const std::string &urlEncoded) {
+    std::string res;
+    if (!urlEncoded.empty()) {
+        char *decoded = evhttp_uridecode(urlEncoded.c_str(), false, nullptr);
+        if (decoded) {
+            res = std::string(decoded);
+            free(decoded);
+        }
+    }
+    return res;
+}
diff --git a/src/wallet/rpcwallet.cpp b/src/wallet/rpcwallet.cpp
--- a/src/wallet/rpcwallet.cpp
+++ b/src/wallet/rpcwallet.cpp
@@ -10,6 +10,7 @@
 #include "consensus/validation.h"
 #include "core_io.h"
 #include "dstencode.h"
+#include "httpserver.h"
 #include "init.h"
 #include "net.h"
 #include "rpc/misc.h"
@@ -23,11 +24,25 @@
 
 #include <univalue.h>
 
-#include <cstdint>
+static const std::string WALLET_ENDPOINT_BASE = "/wallet/";
 
 CWallet *GetWalletForJSONRPCRequest(const JSONRPCRequest &request) {
-    // TODO: Some way to access secondary wallets
-    return vpwallets.empty() ? nullptr : vpwallets[0];
+    if (request.URI.substr(0, WALLET_ENDPOINT_BASE.size()) ==
+        WALLET_ENDPOINT_BASE) {
+        // wallet endpoint was used
+        std::string requestedWallet =
+            urlDecode(request.URI.substr(WALLET_ENDPOINT_BASE.size()));
+        for (CWalletRef pwallet : ::vpwallets) {
+            if (pwallet->GetName() == requestedWallet) {
+                return pwallet;
+            }
+        }
+        throw JSONRPCError(RPC_INVALID_PARAMETER,
+                           "Requested wallet does not exist or is not loaded");
+    }
+    return ::vpwallets.size() == 1 || (request.fHelp && ::vpwallets.size() > 0)
+               ? ::vpwallets[0]
+               : nullptr;
 }
 
 std::string HelpRequiringPassphrase(CWallet *const pwallet) {
diff --git a/test/functional/multiwallet.py b/test/functional/multiwallet.py
new file mode 100755
--- /dev/null
+++ b/test/functional/multiwallet.py
@@ -0,0 +1,50 @@
+#!/usr/bin/env python3
+# Copyright (c) 2017 The Bitcoin Core developers
+# Distributed under the MIT software license, see the accompanying
+# file COPYING or http://www.opensource.org/licenses/mit-license.php.
+"""Test multiwallet."""
+from test_framework.test_framework import BitcoinTestFramework
+from test_framework.util import *
+
+
+class MultiWalletTest(BitcoinTestFramework):
+
+    def __init__(self):
+        super().__init__()
+        self.setup_clean_chain = True
+        self.num_nodes = 1
+        self.extra_args = [['-wallet=w1', '-wallet=w2', '-wallet=w3']]
+
+    def run_test(self):
+        w1 = self.nodes[0] / "wallet/w1"
+        w1.generate(1)
+
+        # accessing wallet RPC without using wallet endpoint fails
+        assert_raises_jsonrpc(-32601, "Method not found",
+                              self.nodes[0].getwalletinfo)
+
+        # check w1 wallet balance
+        walletinfo = w1.getwalletinfo()
+        assert_equal(walletinfo['immature_balance'], 50)
+
+        # check w1 wallet balance
+        w2 = self.nodes[0] / "wallet/w2"
+        walletinfo = w2.getwalletinfo()
+        assert_equal(walletinfo['immature_balance'], 0)
+
+        w3 = self.nodes[0] / "wallet/w3"
+
+        w1.generate(101)
+        assert_equal(w1.getbalance(), 100)
+        assert_equal(w2.getbalance(), 0)
+        assert_equal(w3.getbalance(), 0)
+
+        w1.sendtoaddress(w2.getnewaddress(), 1)
+        w1.sendtoaddress(w3.getnewaddress(), 2)
+        w1.generate(1)
+        assert_equal(w2.getbalance(), 1)
+        assert_equal(w3.getbalance(), 2)
+
+
+if __name__ == '__main__':
+    MultiWalletTest().main()
diff --git a/test/functional/test_framework/authproxy.py b/test/functional/test_framework/authproxy.py
--- a/test/functional/test_framework/authproxy.py
+++ b/test/functional/test_framework/authproxy.py
@@ -195,3 +195,6 @@
         else:
             log.debug("<-- " + responsedata)
         return response
+
+    def __truediv__(self, relative_uri):
+        return AuthServiceProxy("{}/{}".format(self.__service_url, relative_uri), self._service_name, connection=self.__conn)
diff --git a/test/functional/test_framework/coverage.py b/test/functional/test_framework/coverage.py
--- a/test/functional/test_framework/coverage.py
+++ b/test/functional/test_framework/coverage.py
@@ -60,6 +60,9 @@
     def url(self):
         return self.auth_service_proxy_instance.url
 
+    def __truediv__(self, relative_uri):
+        return AuthServiceProxyWrapper(self.auth_service_proxy_instance / relative_uri)
+
 
 def get_filename(dirname, n_node):
     """
diff --git a/test/functional/test_runner.py b/test/functional/test_runner.py
--- a/test/functional/test_runner.py
+++ b/test/functional/test_runner.py
@@ -49,6 +49,7 @@
     'p2p-compactblocks.py',
     # vv Tests less than 2m vv
     'wallet.py',
+    'multiwallet.py',
     'wallet-accounts.py',
     'wallet-dump.py',
     'listtransactions.py',