diff --git a/testdata/translator/d/invalid.json b/testdata/translator/d/invalid.json
new file mode 100644
index 0000000..910ecaa
--- /dev/null
+++ b/testdata/translator/d/invalid.json
@@ -0,0 +1 @@
+{"fk":"fv"}
\ No newline at end of file
diff --git a/testdata/translator/en.json b/testdata/translator/en.json
new file mode 100644
index 0000000..2c57cff
--- /dev/null
+++ b/testdata/translator/en.json
@@ -0,0 +1 @@
+{"1":"1","2":{"3":"3"}}
\ No newline at end of file
diff --git a/testdata/translator/fr.json b/testdata/translator/fr.json
new file mode 100644
index 0000000..38213ca
--- /dev/null
+++ b/testdata/translator/fr.json
@@ -0,0 +1 @@
+{"4":"4"}
\ No newline at end of file
diff --git a/testdata/translator/invalid.csv b/testdata/translator/invalid.csv
new file mode 100644
index 0000000..e69de29
diff --git a/translator.go b/translator.go
new file mode 100644
index 0000000..6287210
--- /dev/null
+++ b/translator.go
@@ -0,0 +1,171 @@
+package astikit
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"net/http"
+	"os"
+	"path/filepath"
+	"strings"
+	"sync"
+)
+
+// Translator represents an object capable of translating stuff
+type Translator struct {
+	m *sync.RWMutex // Lock p
+	o TranslatorOptions
+	p map[string]string
+}
+
+// TranslatorOptions represents Translator options
+type TranslatorOptions struct {
+	DefaultLanguage string
+}
+
+// NewTranslator creates a new Translator
+func NewTranslator(o TranslatorOptions) *Translator {
+	return &Translator{
+		m: &sync.RWMutex{},
+		o: o,
+		p: make(map[string]string),
+	}
+}
+
+// ParseDir adds translations located in ".json" files in the specified dir
+func (t *Translator) ParseDir(dirPath string) (err error) {
+	// Default dir path
+	if dirPath == "" {
+		if dirPath, err = os.Getwd(); err != nil {
+			err = fmt.Errorf("astikit: getwd failed: %w", err)
+			return
+		}
+	}
+
+	// Walk through dir
+	if err = filepath.Walk(dirPath, func(path string, info os.FileInfo, e error) (err error) {
+		// Check input error
+		if e != nil {
+			err = fmt.Errorf("astikit: walking %s has an input error for path %s: %w", dirPath, path, e)
+			return
+		}
+
+		// Only process first level files
+		if info.IsDir() {
+			if path != dirPath {
+				err = filepath.SkipDir
+			}
+			return
+		}
+
+		// Only process ".json" files
+		if filepath.Ext(path) != ".json" {
+			return
+		}
+
+		// Parse file
+		if err = t.ParseFile(path); err != nil {
+			err = fmt.Errorf("astikit: parsing %s failed: %w", path, err)
+			return
+		}
+		return
+	}); err != nil {
+		err = fmt.Errorf("astikit: walking %s failed: %w", dirPath, err)
+		return
+	}
+	return
+}
+
+// ParseFile adds translation located in the provided path
+func (t *Translator) ParseFile(path string) (err error) {
+	// Lock
+	t.m.Lock()
+	defer t.m.Unlock()
+
+	// Open file
+	var f *os.File
+	if f, err = os.Open(path); err != nil {
+		err = fmt.Errorf("astikit: opening %s failed: %w", path, err)
+		return
+	}
+	defer f.Close()
+
+	// Unmarshal
+	var p map[string]interface{}
+	if err = json.NewDecoder(f).Decode(&p); err != nil {
+		err = fmt.Errorf("astikit: unmarshaling %s failed: %w", path, err)
+		return
+	}
+
+	// Parse
+	t.parse(p, strings.TrimSuffix(filepath.Base(path), filepath.Ext(path)))
+	return
+}
+
+func (t *Translator) key(prefix, key string) string {
+	return prefix + "." + key
+}
+
+func (t *Translator) parse(i map[string]interface{}, prefix string) {
+	for k, v := range i {
+		p := t.key(prefix, k)
+		switch a := v.(type) {
+		case string:
+			t.p[p] = a
+		case map[string]interface{}:
+			t.parse(a, p)
+		}
+	}
+}
+
+// HTTPMiddleware is the Translator HTTP middleware
+func (t *Translator) HTTPMiddleware(h http.Handler) http.Handler {
+	return http.HandlerFunc(func(rw http.ResponseWriter, r *http.Request) {
+		// Store language in context
+		if l := r.Header.Get("Accept-Language"); l != "" {
+			*r = *r.WithContext(contextWithTranslatorLanguage(r.Context(), l))
+		}
+
+		// Next handler
+		h.ServeHTTP(rw, r)
+	})
+}
+
+const contextKeyTranslatorLanguage = "astikit.translator.language"
+
+func contextWithTranslatorLanguage(ctx context.Context, language string) context.Context {
+	return context.WithValue(ctx, contextKeyTranslatorLanguage, language)
+}
+
+func translatorLanguageFromContext(ctx context.Context) string {
+	v, ok := ctx.Value(contextKeyTranslatorLanguage).(string)
+	if !ok {
+		return ""
+	}
+	return v
+}
+
+// Translate translates a key into a specific language
+func (t *Translator) Translate(language, key string) string {
+	// Lock
+	t.m.RLock()
+	defer t.m.RUnlock()
+
+	// Default language
+	if language == "" {
+		language = t.o.DefaultLanguage
+	}
+
+	// Get translation
+	k := t.key(language, key)
+	v, ok := t.p[k]
+	if !ok {
+		return k
+	}
+	return v
+}
+
+// TranslateCtx translates a key using the language specified in the context
+func (t *Translator) TranslateCtx(ctx context.Context, key string) string {
+	return t.Translate(translatorLanguageFromContext(ctx), key)
+}
diff --git a/translator_test.go b/translator_test.go
new file mode 100644
index 0000000..a8ebad2
--- /dev/null
+++ b/translator_test.go
@@ -0,0 +1,75 @@
+package astikit
+
+import (
+	"net/http"
+	"net/http/httptest"
+	"reflect"
+	"testing"
+)
+
+func TestTranslator(t *testing.T) {
+	// Setup
+	tl := NewTranslator(TranslatorOptions{DefaultLanguage: "fr"})
+
+	// Parse dir
+	err := tl.ParseDir("testdata/translator")
+	if err != nil {
+		t.Errorf("expected no error, got %v", err)
+	}
+	if e := map[string]string{
+		"en.1":   "1",
+		"en.2.3": "3",
+		"fr.4":   "4",
+	}; !reflect.DeepEqual(e, tl.p) {
+		t.Errorf("expected %+v, got %+v", e, tl.p)
+	}
+
+	// Middleware
+	var o string
+	s := httptest.NewServer(ChainHTTPMiddlewares(http.HandlerFunc(func(rw http.ResponseWriter, r *http.Request) {
+		o = tl.TranslateCtx(r.Context(), r.Header.Get("key"))
+	}), tl.HTTPMiddleware))
+	defer s.Close()
+
+	// Translate
+	for _, v := range []struct {
+		expected string
+		key      string
+		language string
+	}{
+		{
+			expected: "4",
+			key:      "4",
+		},
+		{
+			expected: "fr.1",
+			key:      "1",
+		},
+		{
+			expected: "3",
+			key:      "2.3",
+			language: "en",
+		},
+		{
+			expected: "en.4",
+			key:      "4",
+			language: "en",
+		},
+	} {
+		r, err := http.NewRequest(http.MethodGet, s.URL, nil)
+		if err != nil {
+			t.Errorf("expected no error, got %+v", err)
+		}
+		r.Header.Set("key", v.key)
+		if v.language != "" {
+			r.Header.Set("Accept-Language", v.language)
+		}
+		_, err = http.DefaultClient.Do(r)
+		if err != nil {
+			t.Errorf("expected no error, got %+v", err)
+		}
+		if !reflect.DeepEqual(v.expected, o) {
+			t.Errorf("expected %+v, got %+v", v.expected, o)
+		}
+	}
+}