diff --git a/store/cache/cache.go b/store/cache/cache.go
new file mode 100644
index 00000000..a52c2bb3
--- /dev/null
+++ b/store/cache/cache.go
@@ -0,0 +1,131 @@
+// Package cache implements a faulting style read cache on top of multiple micro stores
+package cache
+
+import (
+	"fmt"
+
+	"github.com/micro/go-micro/v2/store"
+	"github.com/pkg/errors"
+)
+
+type cache struct {
+	stores  []store.Store
+	options store.Options
+}
+
+// NewCache returns a new store using the underlying stores, which must be already Init()ialised
+func NewCache(stores ...store.Store) store.Store {
+	c := &cache{}
+	c.stores = make([]store.Store, len(stores))
+	for i, s := range stores {
+		c.stores[i] = s
+	}
+	return c
+}
+
+func (c *cache) Init(...store.Option) error {
+	if len(c.stores) < 2 {
+		return errors.New("cache requires at least 2 stores")
+	}
+	return nil
+}
+
+func (c *cache) Options() store.Options {
+	return c.options
+}
+
+func (c *cache) String() string {
+	stores := make([]string, len(c.stores))
+	for i, s := range c.stores {
+		stores[i] = s.String()
+	}
+	return fmt.Sprintf("cache %v", stores)
+}
+
+func (c *cache) Read(key string, opts ...store.ReadOption) ([]*store.Record, error) {
+	readOpts := store.ReadOptions{}
+	for _, o := range opts {
+		o(&readOpts)
+	}
+
+	if readOpts.Prefix || readOpts.Suffix {
+		// List, then try cached gets for each key
+		var lOpts []store.ListOption
+		if readOpts.Prefix {
+			lOpts = append(lOpts, store.ListPrefix(key))
+		}
+		if readOpts.Suffix {
+			lOpts = append(lOpts, store.ListSuffix(key))
+		}
+		if readOpts.Limit > 0 {
+			lOpts = append(lOpts, store.ListLimit(readOpts.Limit))
+		}
+		if readOpts.Offset > 0 {
+			lOpts = append(lOpts, store.ListOffset(readOpts.Offset))
+		}
+		keys, err := c.List(lOpts...)
+		if err != nil {
+			return []*store.Record{}, errors.Wrap(err, "cache.List failed")
+		}
+		recs := make([]*store.Record, len(keys))
+		for i, k := range keys {
+			r, err := c.readOne(k, opts...)
+			if err != nil {
+				return recs, errors.Wrap(err, "cache.readOne failed")
+			}
+			recs[i] = r
+		}
+		return recs, nil
+	}
+
+	// Otherwise just try cached get
+	r, err := c.readOne(key, opts...)
+	if err != nil {
+		return []*store.Record{}, err // preserve store.ErrNotFound
+	}
+	return []*store.Record{r}, nil
+}
+
+func (c *cache) readOne(key string, opts ...store.ReadOption) (*store.Record, error) {
+	for i, s := range c.stores {
+		// ReadOne ignores all options
+		r, err := s.Read(key)
+		if err == nil {
+			if len(r) > 1 {
+				return nil, errors.Wrapf(err, "read from L%d cache (%s) returned multiple records", i, c.stores[i].String())
+			}
+			for j := i - 1; j >= 0; j-- {
+				err := c.stores[j].Write(r[0])
+				if err != nil {
+					return nil, errors.Wrapf(err, "could not write to L%d cache (%s)", j, c.stores[j].String())
+				}
+			}
+			return r[0], nil
+		}
+	}
+	return nil, store.ErrNotFound
+}
+
+func (c *cache) Write(r *store.Record, opts ...store.WriteOption) error {
+	// Write to all layers in reverse
+	for i := len(c.stores) - 1; i >= 0; i-- {
+		if err := c.stores[i].Write(r, opts...); err != nil {
+			return errors.Wrapf(err, "could not write to L%d cache (%s)", i, c.stores[i].String())
+		}
+	}
+	return nil
+}
+
+func (c *cache) Delete(key string, opts ...store.DeleteOption) error {
+	for i, s := range c.stores {
+		if err := s.Delete(key, opts...); err != nil {
+			return errors.Wrapf(err, "could not delete from L%d cache (%s)", i, c.stores[i].String())
+		}
+	}
+	return nil
+}
+
+func (c *cache) List(opts ...store.ListOption) ([]string, error) {
+	// List only makes sense from the top level
+	return c.stores[len(c.stores)-1].List(opts...)
+}
diff --git a/store/cache/cache_test.go b/store/cache/cache_test.go
new file mode 100644
index 00000000..2af10698
--- /dev/null
+++ b/store/cache/cache_test.go
@@ -0,0 +1,97 @@
+package cache
+
+import (
+	"sort"
+	"testing"
+
+	"github.com/micro/go-micro/v2/store"
+	"github.com/micro/go-micro/v2/store/memory"
+	"github.com/stretchr/testify/assert"
+)
+
+func TestCache(t *testing.T) {
+	l0, l1, l2 := memory.NewStore(store.Namespace("l0")), memory.NewStore(store.Prefix("l1")), memory.NewStore(store.Suffix("l2"))
+	_, _, _ = l0.Init(), l1.Init(), l2.Init()
+
+	assert := assert.New(t)
+
+	nonCache := NewCache(l0)
+	assert.NotNil(nonCache.Init(), "Expected a cache initialised with just 1 store to fail")
+
+	// Basic functionality
+	cachedStore := NewCache(l0, l1, l2)
+	assert.Nil(cachedStore.Init(), "Init should not error")
+	assert.Equal(cachedStore.Options(), store.Options{}, "Options on store/cache are nonsensical")
+	expectedString := "cache [memory memory memory]"
+	assert.Equal(cachedStore.String(), expectedString, "Cache couldn't describe itself as expected")
+
+	// Read/Write tests
+	_, err := cachedStore.Read("test")
+	assert.Equal(store.ErrNotFound, err, "Read non existant key")
+	r1 := &store.Record{
+		Key:   "aaa",
+		Value: []byte("bbb"),
+	}
+	r2 := &store.Record{
+		Key:   "aaaa",
+		Value: []byte("bbbb"),
+	}
+	r3 := &store.Record{
+		Key:   "aaaaa",
+		Value: []byte("bbbbb"),
+	}
+	// Write 3 records directly to l2
+	l2.Write(r1)
+	l2.Write(r2)
+	l2.Write(r3)
+	// Ensure it's not in l0
+	assert.Equal(store.ErrNotFound, func() error { _, err := l0.Read(r1.Key); return err }())
+	// Read from cache, ensure it's in all 3 stores
+	results, err := cachedStore.Read(r1.Key)
+	assert.Nil(err, "cachedStore.Read() returned error")
+	assert.Len(results, 1, "cachedStore.Read() should only return 1 result")
+	assert.Equal(r1, results[0], "Cached read didn't return the record that was put in")
+	results, err = l0.Read(r1.Key)
+	assert.Nil(err)
+	assert.Equal(r1, results[0], "l0 not coherent")
+	results, err = l1.Read(r1.Key)
+	assert.Nil(err)
+	assert.Equal(r1, results[0], "l1 not coherent")
+	results, err = l2.Read(r1.Key)
+	assert.Nil(err)
+	assert.Equal(r1, results[0], "l2 not coherent")
+	// Multiple read
+	results, err = cachedStore.Read("aa", store.ReadPrefix())
+	assert.Nil(err, "Cachedstore multiple read errored")
+	assert.Len(results, 3, "ReadPrefix should have read all records")
+	// l1 should now have all 3 records
+	l1results, err := l1.Read("aa", store.ReadPrefix())
+	assert.Nil(err, "l1.Read failed")
+	assert.Len(l1results, 3, "l1 didn't contain a full cache")
+	sort.Slice(results, func(i, j int) bool { return results[i].Key < results[j].Key })
+	sort.Slice(l1results, func(i, j int) bool { return l1results[i].Key < l1results[j].Key })
+	assert.Equal(results[0], l1results[0], "l1 cache not coherent")
+	assert.Equal(results[1], l1results[1], "l1 cache not coherent")
+	assert.Equal(results[2], l1results[2], "l1 cache not coherent")
+
+	// Test List and Delete
+	keys, err := cachedStore.List(store.ListPrefix("a"))
+	assert.Nil(err, "List should not error")
+	assert.Len(keys, 3, "List should return 3 keys")
+	for _, k := range keys {
+		err := cachedStore.Delete(k)
+		assert.Nil(err, "Delete should not error")
+		_, err = cachedStore.Read(k)
+		// N.B. - this may not pass on stores that are eventually consistent
+		assert.Equal(store.ErrNotFound, err, "record should be gone")
+	}
+
+	// Test Write
+	err = cachedStore.Write(r1)
+	assert.Nil(err, "Write shouldn't fail")
+	l2result, err := l2.Read(r1.Key)
+	assert.Nil(err)
+	assert.Len(l2result, 1)
+	assert.Equal(r1, l2result[0], "Write didn't make it all the way through to l2")
+
+}
diff --git a/store/memory/memory.go b/store/memory/memory.go
index d9bdf1b3..07e73ddc 100644
--- a/store/memory/memory.go
+++ b/store/memory/memory.go
@@ -106,7 +106,9 @@ func (m *memoryStore) get(k string) (*store.Record, error) {
 	newRecord.Key = storedRecord.key
 	newRecord.Value = make([]byte, len(storedRecord.value))
 	copy(newRecord.Value, storedRecord.value)
-	newRecord.Expiry = time.Until(storedRecord.expiresAt)
+	if !storedRecord.expiresAt.IsZero() {
+		newRecord.Expiry = time.Until(storedRecord.expiresAt)
+	}
 
 	return newRecord, nil
 }