diff --git a/cmd/root.go b/cmd/root.go
index 461a8c7d..b0593cb0 100644
--- a/cmd/root.go
+++ b/cmd/root.go
@@ -267,6 +267,9 @@ func startServer(opts *common.Options) error {
 		walletrpc.RegisterDarksideStreamerServer(server, service)
 	}
 
+	// Initialize price fetcher
+	common.StartPriceFetcher(dbPath, chainName)
+
 	// Start listening
 	listener, err := net.Listen("tcp", opts.GRPCBindAddr)
 	if err != nil {
diff --git a/common/prices.go b/common/prices.go
new file mode 100644
index 00000000..03f07905
--- /dev/null
+++ b/common/prices.go
@@ -0,0 +1,385 @@
+package common
+
+import (
+	"encoding/gob"
+	"encoding/json"
+	"errors"
+	"fmt"
+	"io"
+	"math"
+	"net/http"
+	"os"
+	"path/filepath"
+	"reflect"
+	"runtime"
+	"sort"
+	"strconv"
+	"sync"
+	"time"
+
+	"github.com/sirupsen/logrus"
+)
+
+var (
+	// Map of all historical prices. Date as "yyyy-mm-dd" to price in cents
+	historicalPrices map[string]float64 = make(map[string]float64)
+
+	// The latest price
+	latestPrice float64 = -1
+
+	// Latest price was fetched at
+	latestPriceAt time.Time
+
+	// Mutex to control both historical and latest price
+	pricesRwMutex sync.RWMutex
+
+	// Full path of the persistence file
+	pricesFileName string
+)
+
+func fetchAPIPrice(url string, resultPath []string) (float64, error) {
+	resp, err := http.Get(url)
+	if err != nil {
+		return -1, err
+	}
+	defer resp.Body.Close()
+
+	body, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return -1, err
+	}
+
+	var priceJSON map[string]interface{}
+	json.Unmarshal(body, &priceJSON)
+
+	for i := 0; i < len(resultPath); i++ {
+		d, ok := priceJSON[resultPath[i]]
+		if !ok {
+			return -1, fmt.Errorf("API error: couldn't find '%s'", resultPath[i])
+		}
+
+		switch v := d.(type) {
+		case float64:
+			return v, nil
+		case string:
+			{
+				price, err := strconv.ParseFloat(v, 64)
+				return price, err
+			}
+
+		case map[string]interface{}:
+			priceJSON = v
+		}
+
+	}
+
+	return -1, errors.New("path didn't result in lookup")
+}
+
+func fetchCoinbasePrice() (float64, error) {
+	return fetchAPIPrice("https://api.coinbase.com/v2/exchange-rates?currency=ZEC", []string{"data", "rates", "USD"})
+
+}
+
+func fetchCoinCapPrice() (float64, error) {
+	return fetchAPIPrice("https://api.coincap.io/v2/rates/zcash", []string{"data", "rateUsd"})
+}
+
+func fetchBinancePrice() (float64, error) {
+	return fetchAPIPrice("https://api.binance.com/api/v3/avgPrice?symbol=ZECUSDC", []string{"price"})
+}
+
+func fetchHistoricalCoingeckoPrice(ts *time.Time) (float64, error) {
+	dt := ts.Format("02-01-2006") // dd-mm-yyyy
+	url := fmt.Sprintf("https://api.coingecko.com/api/v3/coins/zcash/history?date=%s?id=zcash", dt)
+
+	return fetchAPIPrice(url, []string{"market_data", "current_price", "usd"})
+}
+
+// Median gets the median number in a slice of numbers
+func median(inp []float64) (median float64) {
+
+	// Start by sorting a copy of the slice
+	sort.Float64s(inp)
+
+	// No math is needed if there are no numbers
+	// For even numbers we add the two middle numbers
+	// and divide by two using the mean function above
+	// For odd numbers we just use the middle number
+	l := len(inp)
+	if l == 0 {
+		return -1
+	} else if l == 2 {
+		return (inp[0] + inp[1]) / 2
+	} else if l%2 == 0 {
+		return (inp[l/2-1] + inp[l/2+1]) / 2
+	} else {
+		return inp[l/2]
+	}
+}
+
+// fetchPriceFromWebAPI will fetch prices from multiple places, discard outliers and return the
+// concensus price
+func fetchPriceFromWebAPI() (float64, error) {
+	// We'll fetch prices from all our endpoints, and use the median price from that
+	priceProviders := []func() (float64, error){fetchBinancePrice, fetchCoinCapPrice, fetchCoinbasePrice}
+
+	ch := make(chan float64)
+
+	// Get all prices
+	for _, provider := range priceProviders {
+		go func(provider func() (float64, error)) {
+			price, err := provider()
+			if err != nil {
+				Log.WithFields(logrus.Fields{
+					"method":   "CurrentPrice",
+					"provider": runtime.FuncForPC(reflect.ValueOf(provider).Pointer()).Name(),
+					"error":    err,
+				}).Error("Service")
+
+				ch <- -1
+			} else {
+				Log.WithFields(logrus.Fields{
+					"method":   "CurrentPrice",
+					"provider": runtime.FuncForPC(reflect.ValueOf(provider).Pointer()).Name(),
+					"price":    price,
+				}).Info("Service")
+
+				ch <- price
+			}
+		}(provider)
+	}
+
+	prices := make([]float64, 0)
+	for range priceProviders {
+		price := <-ch
+		if price > 0 {
+			prices = append(prices, price)
+		}
+	}
+
+	// sort
+	sort.Float64s(prices)
+
+	// Get the median price
+	median1 := median(prices)
+
+	// Discard all values that are more than 20% outside the median
+	validPrices := make([]float64, 0)
+	for _, price := range prices {
+		if (math.Abs(price-median1) / median1) > 0.2 {
+			Log.WithFields(logrus.Fields{
+				"method": "CurrentPrice",
+				"error":  fmt.Sprintf("Discarding price (%.2f) because too far away from median (%.2f", price, median1),
+			}).Error("Service")
+		} else {
+			validPrices = append(validPrices, price)
+		}
+	}
+
+	// If we discarded too many, return an error
+	if len(validPrices) < (len(prices)/2 + 1) {
+		return -1, errors.New("not enough valid prices")
+	} else {
+		return median(validPrices), nil
+	}
+}
+
+func readHistoricalPricesFile() (map[string]float64, error) {
+	f, err := os.Open(pricesFileName)
+	if err != nil {
+		Log.Errorf("Couldn't open file %s for writing: %v", pricesFileName, err)
+		return nil, err
+	}
+	defer f.Close()
+
+	j := gob.NewDecoder(f)
+	var prices map[string]float64
+	err = j.Decode(&prices)
+	if err != nil {
+		Log.Errorf("Couldn't decode historical prices: %v", err)
+		return nil, err
+	}
+
+	Log.WithFields(logrus.Fields{
+		"method":  "HistoricalPrice",
+		"action":  "Read historical prices file",
+		"records": len(prices),
+	}).Info("Service")
+	return prices, nil
+}
+
+func writeHistoricalPricesMap() {
+	// Serialize the map to disk.
+	f, err := os.OpenFile(pricesFileName, os.O_WRONLY|os.O_CREATE, 0644)
+	if err != nil {
+		Log.Errorf("Couldn't open file %s for writing: %v", pricesFileName, err)
+		return
+	}
+	defer f.Close()
+
+	j := gob.NewEncoder(f)
+
+	{
+		// Read lock
+		pricesRwMutex.RLock()
+		err = j.Encode(historicalPrices)
+		pricesRwMutex.RUnlock()
+
+		if err != nil {
+			Log.Errorf("Couldn't encode historical prices: %v", err)
+			return
+		}
+	}
+
+	Log.WithFields(logrus.Fields{
+		"method": "HistoricalPrice",
+		"action": "Wrote historical prices file",
+	}).Info("Service")
+}
+
+func GetCurrentPrice() (float64, error) {
+	// Read lock
+	pricesRwMutex.RLock()
+	defer pricesRwMutex.RUnlock()
+
+	// If the current price is too old, don't return it.
+	if time.Since(latestPriceAt).Hours() > 3 {
+		return -1, errors.New("price too old")
+	}
+
+	return latestPrice, nil
+}
+
+func writeLatestPrice(price float64) {
+	{
+		// Read lock
+		pricesRwMutex.RLock()
+
+		// Check if the time has "rolled over", if yes then preserve the last price
+		// as the previous day's historical price
+		if latestPrice > 0 && latestPriceAt.Format("2006-01-02") != time.Now().Format("2006-01-02") {
+			// update the historical price.
+			// First, make a copy of the time
+			t := time.Unix(latestPriceAt.Unix(), 0)
+
+			go addHistoricalPrice(latestPrice, &t)
+		}
+		pricesRwMutex.RUnlock()
+	}
+
+	// Write lock
+	pricesRwMutex.Lock()
+
+	latestPrice = price
+	latestPriceAt = time.Now()
+
+	pricesRwMutex.Unlock()
+}
+
+func GetHistoricalPrice(ts *time.Time) (float64, *time.Time, error) {
+	dt := ts.Format("2006-01-02")
+	canonicalTime, err := time.Parse("2006-01-02", dt)
+	if err != nil {
+		return -1, nil, err
+	}
+
+	{
+		// Read lock
+		pricesRwMutex.RLock()
+		val, ok := historicalPrices[dt]
+		pricesRwMutex.RUnlock()
+
+		if ok {
+			return val, &canonicalTime, nil
+		}
+	}
+
+	{
+		// Check if this is the same as the current latest price
+
+		// Read lock
+		pricesRwMutex.RLock()
+		var price = latestPrice
+		var returnPrice = price > 0 && latestPriceAt.Format("2006-01-02") == dt
+		pricesRwMutex.RUnlock()
+
+		if returnPrice {
+			return price, &canonicalTime, nil
+		}
+	}
+
+	// Fetch price from web API
+	price, err := fetchHistoricalCoingeckoPrice(ts)
+	if err != nil {
+		Log.Errorf("Couldn't read historical prices from Coingecko: %v", err)
+		return -1, nil, err
+	}
+
+	go addHistoricalPrice(price, ts)
+
+	return price, &canonicalTime, err
+}
+
+func addHistoricalPrice(price float64, ts *time.Time) {
+	if price <= 0 {
+		return
+	}
+	dt := ts.Format("2006-01-02")
+
+	// Read Lock
+	pricesRwMutex.RLock()
+	_, ok := historicalPrices[dt]
+	pricesRwMutex.RUnlock()
+
+	if !ok {
+		// Write lock
+		pricesRwMutex.Lock()
+		historicalPrices[dt] = price
+		defer pricesRwMutex.Unlock()
+
+		go Log.WithFields(logrus.Fields{
+			"method": "HistoricalPrice",
+			"action": "Add",
+			"date":   dt,
+			"price":  price,
+		}).Info("Service")
+		go writeHistoricalPricesMap()
+	}
+}
+
+// StartPriceFetcher starts a new thread that will fetch historical and current prices
+func StartPriceFetcher(dbPath string, chainName string) {
+	// Set the prices file name
+	pricesFileName = filepath.Join(dbPath, chainName, "prices")
+
+	// Read the historical prices if available
+	if prices, err := readHistoricalPricesFile(); err != nil {
+		Log.Errorf("Couldn't read historical prices, starting with empty map")
+	} else {
+		// Write lock
+		pricesRwMutex.Lock()
+		historicalPrices = prices
+		pricesRwMutex.Unlock()
+	}
+
+	// Fetch the current price every 15 mins
+	go func() {
+		for {
+			price, err := fetchPriceFromWebAPI()
+			if err != nil {
+				Log.Errorf("Error getting prices from web APIs: %v", err)
+			} else {
+				Log.WithFields(logrus.Fields{
+					"method": "CurrentPrice",
+					"price":  price,
+				}).Info("Service")
+
+				writeLatestPrice(price)
+			}
+
+			// Refresh every
+			time.Sleep(15 * time.Minute)
+		}
+	}()
+}
diff --git a/frontend/service.go b/frontend/service.go
index edcce0dd..b2cf3f9e 100644
--- a/frontend/service.go
+++ b/frontend/service.go
@@ -172,14 +172,38 @@ func (s *lwdStreamer) GetBlockRange(span *walletrpc.BlockRange, resp walletrpc.C
 	}
 }
 
-// GetZecPrice will get the historical ZEC closing price at the requested timestamp
 func (s *lwdStreamer) GetZECPrice(ctx context.Context, in *walletrpc.PriceRequest) (*walletrpc.PriceResponse, error) {
-	return nil, errors.New("not implemented")
+	// Check for prices before zcash was born
+	if in == nil || in.Timestamp <= 1477551600 /* Zcash birthday: 2016-10-28*/ {
+		return nil, errors.New("incorrect Timestamp")
+	}
+
+	if in.Currency != "USD" {
+		return nil, errors.New("unsupported currency")
+	}
+
+	ts := time.Unix(int64(in.Timestamp), 0)
+	price, timeFetched, err := common.GetHistoricalPrice(&ts)
+
+	if err != nil {
+		return nil, err
+	}
+
+	return &walletrpc.PriceResponse{Timestamp: timeFetched.Unix(), Price: price, Currency: "USD"}, nil
 }
 
-// GetCurrentZecPrice will get the current ZEC price
 func (s *lwdStreamer) GetCurrentZECPrice(ctx context.Context, in *walletrpc.Empty) (*walletrpc.PriceResponse, error) {
-	return nil, errors.New("not implemented")
+	price, err := common.GetCurrentPrice()
+	if err != nil {
+		return nil, err
+	}
+
+	if price <= 0 {
+		return nil, errors.New("no price available")
+	}
+
+	resp := &walletrpc.PriceResponse{Timestamp: time.Now().Unix(), Currency: "USD", Price: price}
+	return resp, nil
 }
 
 // GetTreeState returns the note commitment tree state corresponding to the given block.