diff --git a/doc/REST-interface.md b/doc/REST-interface.md
index 6664bc2a3a..728013fcf2 100644
--- a/doc/REST-interface.md
+++ b/doc/REST-interface.md
@@ -144,6 +144,12 @@ Refer to the `getrawmempool` RPC help for details. Defaults to setting
 *Query parameters for `verbose` and `mempool_sequence` available in 25.0 and up.*
 
 
+#### Fees
+`GET /rest/fee/<MODE>/<TARGET>.json`
+
+Returns fee and blocknumber where estimation was found. `<MODE>` should be one of `<unset|conservative|economical>`.
+`<TARGET>` is the desired confirmation time (in block height).
+
 Risks
 -------------
 Running a web browser on the same node with a REST enabled bitcoind can be a risk. Accessing prepared XSS websites could read out tx/block data of your node by placing links like `<script src="http://127.0.0.1:8332/rest/tx/1234567890.json">` which might break the nodes privacy.
diff --git a/src/rest.cpp b/src/rest.cpp
index c42bc8e40c..378c04020c 100644
--- a/src/rest.cpp
+++ b/src/rest.cpp
@@ -10,6 +10,7 @@
 #include <blockfilter.h>
 #include <chain.h>
 #include <chainparams.h>
+#include <common/messages.h>
 #include <core_io.h>
 #include <flatfile.h>
 #include <httpserver.h>
@@ -31,6 +32,7 @@
 #include <util/check.h>
 #include <util/strencodings.h>
 #include <validation.h>
+#include <policy/fees.h>
 
 #include <any>
 #include <vector>
@@ -1003,6 +1005,70 @@ static bool rest_blockhash_by_height(const std::any& context, HTTPRequest* req,
     }
 }
 
+static bool rest_getfee(const std::any& context, HTTPRequest* req, const std::string& strURIPart) {
+    if (!CheckWarmup(req)) {
+        return false;
+    }
+
+    const NodeContext* const node = GetNodeContext(context, req);
+    if (!node) return false;
+    const CBlockPolicyEstimator* const fee_estimator = node->fee_estimator.get();
+    if (!fee_estimator) return false;
+
+    std::string param;
+    const RESTResponseFormat rf = ParseDataFormat(param, strURIPart);
+    switch (rf) {
+    case RESTResponseFormat::JSON: {
+        std::vector<std::string> path = SplitString(param, '/');
+        path.erase(path.begin());
+        // check url scheme is correct
+        if (path.size() != 2) {
+            return RESTERR(req, HTTP_BAD_REQUEST, "Path must be /rest/fee/<MODE>/<TARGET>.json");
+        }
+        // check estimation mode is valid
+        const auto modestr = ToUpper(path[0]);
+        FeeEstimateMode mode;
+        if (!common::FeeModeFromString(modestr, mode)){
+            return RESTERR(req, HTTP_BAD_REQUEST, "<MODE> must be one of <unset|economical|conservative>");
+        }
+
+        // type conversions for estimateSmartFee
+        bool conservative = mode == FeeEstimateMode::CONSERVATIVE;
+        const auto parsed_conf_target{ToIntegral<int64_t>(path[1])};
+        if (!parsed_conf_target.has_value()) {
+            return RESTERR(req, HTTP_BAD_REQUEST, strprintf("Unable to parse confirmation target to int"));
+        }
+        int64_t conf_target{*parsed_conf_target};
+        unsigned int max_target = fee_estimator->HighestTargetTracked(FeeEstimateHorizon::LONG_HALFLIFE);
+        if (conf_target < 1 || (unsigned int)conf_target > max_target) {
+            return RESTERR(req, HTTP_BAD_REQUEST, strprintf("Invalid confirmation target, must be in between %u - %u", 1, max_target));
+        }
+
+        // perform fee estimation
+        FeeCalculation feeCalc;
+        CFeeRate estimatedfee = fee_estimator->estimateSmartFee(conf_target, &feeCalc, conservative);
+
+        // create json for replying
+        UniValue feejson(UniValue::VOBJ);
+        if (estimatedfee != CFeeRate(0)) {
+            feejson.pushKV("feerate", ValueFromAmount(estimatedfee.GetFeePerK()));
+        } else {
+            return RESTERR(req, HTTP_SERVICE_UNAVAILABLE, "Insufficient data or no feerate found");
+        }
+        feejson.pushKV("blocks", feeCalc.returnedTarget);
+
+        // reply
+        std::string strJSON = feejson.write() + "\n";
+        req->WriteHeader("Content-Type", "application/json");
+        req->WriteReply(HTTP_OK, strJSON);
+        return true;
+    }
+    default: {
+        return RESTERR(req, HTTP_NOT_FOUND, "output format not found (available: json)");
+    }
+    }
+}
+
 static const struct {
     const char* prefix;
     bool (*handler)(const std::any& context, HTTPRequest* req, const std::string& strReq);
@@ -1019,6 +1085,7 @@ static const struct {
       {"/rest/deploymentinfo/", rest_deploymentinfo},
       {"/rest/deploymentinfo", rest_deploymentinfo},
       {"/rest/blockhashbyheight/", rest_blockhash_by_height},
+      {"/rest/fee", rest_getfee},
 };
 
 void StartREST(const std::any& context)
diff --git a/test/functional/interface_rest.py b/test/functional/interface_rest.py
index ba6e960476..ec26ca9ad5 100755
--- a/test/functional/interface_rest.py
+++ b/test/functional/interface_rest.py
@@ -49,6 +49,9 @@ def filter_output_indices_by_value(vouts, value):
             yield vout['n']
 
 class RESTTest (BitcoinTestFramework):
+    def add_options(self, parser):
+        self.add_wallet_options(parser)
+
     def set_test_params(self):
         self.num_nodes = 2
         self.extra_args = [["-rest", "-blockfilterindex=1"], []]
@@ -440,5 +443,23 @@ class RESTTest (BitcoinTestFramework):
         resp = self.test_rest_request(f"/deploymentinfo/{INVALID_PARAM}", ret_type=RetType.OBJ, status=400)
         assert_equal(resp.read().decode('utf-8').rstrip(), f"Invalid hash: {INVALID_PARAM}")
 
+        if self.is_wallet_compiled():
+            self.import_deterministic_coinbase_privkeys()
+
+            # Random address so node1's balance doesn't increase
+            not_related_address = "2MxqoHEdNQTyYeX1mHcbrrpzgojbosTpCvJ"
+
+            # Prepare for Fee estimation
+            for i in range(18):
+                self.nodes[0].sendtoaddress(self.nodes[1].getnewaddress(), 0.1)
+                self.sync_all()
+                self.generatetoaddress(self.nodes[1], 1, not_related_address)
+            self.sync_all()
+
+            json_obj = self.test_rest_request("/fee/conservative/1")
+            assert_greater_than(float(json_obj["feerate"]), 0)
+            assert_greater_than(int(json_obj["blocks"]), 0)
+
+
 if __name__ == '__main__':
     RESTTest(__file__).main()