diff --git a/Cargo.lock b/Cargo.lock
index 461a4789b..a79898d99 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1875,6 +1875,23 @@ dependencies = [
  "urlencoding",
  "uuid",
  "vergen",
+ "walkdir",
+]
+
+[[package]]
+name = "meilisearch-tokenizer"
+version = "0.1.1"
+source = "git+https://github.com/meilisearch/Tokenizer.git?tag=v0.2.0#833c48b2ee39071f8b4f51abd15122afdb3c8c06"
+dependencies = [
+ "character_converter",
+ "cow-utils",
+ "deunicode",
+ "fst",
+ "jieba-rs",
+ "once_cell",
+ "slice-group-by",
+ "unicode-segmentation",
+ "whatlang",
 ]
 
 [[package]]
@@ -2840,6 +2857,15 @@ version = "1.0.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "71d301d4193d031abdd79ff7e3dd721168a9572ef3fe51a1517aba235bd8f86e"
 
+[[package]]
+name = "same-file"
+version = "1.0.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "93fc1dc3aaa9bfed95e02e6eadabb4baf7e3078b0bd1b4d7b6b0b68378900502"
+dependencies = [
+ "winapi-util",
+]
+
 [[package]]
 name = "scopeguard"
 version = "1.1.0"
@@ -3717,6 +3743,17 @@ version = "0.9.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b5a972e5669d67ba988ce3dc826706fb0a8b01471c088cb0b6110b805cc36aed"
 
+[[package]]
+name = "walkdir"
+version = "2.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "808cf2735cd4b6866113f648b791c6adc5714537bc222d9347bb203386ffda56"
+dependencies = [
+ "same-file",
+ "winapi 0.3.9",
+ "winapi-util",
+]
+
 [[package]]
 name = "want"
 version = "0.3.0"
diff --git a/meilisearch-http/Cargo.toml b/meilisearch-http/Cargo.toml
index 3e04b876a..9ab386882 100644
--- a/meilisearch-http/Cargo.toml
+++ b/meilisearch-http/Cargo.toml
@@ -62,6 +62,7 @@ thiserror = "1.0.24"
 tokio = { version = "1", features = ["full"] }
 uuid = "0.8.2"
 oxidized-json-checker = "0.3.2"
+walkdir = "2.3.2"
 
 [dependencies.sentry]
 default-features = false
diff --git a/meilisearch-http/src/data/mod.rs b/meilisearch-http/src/data/mod.rs
index 717d728fc..2d0a543d4 100644
--- a/meilisearch-http/src/data/mod.rs
+++ b/meilisearch-http/src/data/mod.rs
@@ -1,6 +1,3 @@
-pub mod search;
-mod updates;
-
 use std::ops::Deref;
 use std::sync::Arc;
 
@@ -11,6 +8,9 @@ use crate::index_controller::IndexController;
 use crate::index_controller::{IndexMetadata, IndexSettings};
 use crate::option::Opt;
 
+pub mod search;
+mod updates;
+
 #[derive(Clone)]
 pub struct Data {
     inner: Arc<DataInner>,
diff --git a/meilisearch-http/src/index/mod.rs b/meilisearch-http/src/index/mod.rs
index dfd2ebdc4..9ba03ddd2 100644
--- a/meilisearch-http/src/index/mod.rs
+++ b/meilisearch-http/src/index/mod.rs
@@ -1,6 +1,3 @@
-mod search;
-mod updates;
-
 use std::collections::{BTreeSet, HashSet};
 use std::ops::Deref;
 use std::sync::Arc;
@@ -8,10 +5,14 @@ use std::sync::Arc;
 use anyhow::{bail, Context};
 use milli::obkv_to_json;
 use serde_json::{Map, Value};
+use walkdir::WalkDir;
 
 pub use search::{SearchQuery, SearchResult, DEFAULT_SEARCH_LIMIT};
 pub use updates::{Facets, Settings, UpdateResult};
 
+mod search;
+mod updates;
+
 pub type Document = Map<String, Value>;
 
 #[derive(Clone)]
@@ -126,6 +127,15 @@ impl Index {
         }
     }
 
+    pub fn size(&self) -> anyhow::Result<u64> {
+        Ok(WalkDir::new(self.env.path())
+            .into_iter()
+            .filter_map(|entry| entry.ok())
+            .filter_map(|entry| entry.metadata().ok())
+            .filter(|metadata| metadata.is_file())
+            .fold(0, |acc, m| acc + m.len()))
+    }
+
     fn fields_to_display<S: AsRef<str>>(
         &self,
         txn: &heed::RoTxn,
diff --git a/meilisearch-http/src/index_controller/index_actor/actor.rs b/meilisearch-http/src/index_controller/index_actor/actor.rs
index a4228227f..6d0c1e8cd 100644
--- a/meilisearch-http/src/index_controller/index_actor/actor.rs
+++ b/meilisearch-http/src/index_controller/index_actor/actor.rs
@@ -12,12 +12,15 @@ use tokio::sync::mpsc;
 use tokio::task::spawn_blocking;
 use uuid::Uuid;
 
-use super::{IndexError, IndexMeta, IndexMsg, IndexSettings, IndexStore, Result, UpdateResult};
 use crate::index::{Document, SearchQuery, SearchResult, Settings};
 use crate::index_controller::update_handler::UpdateHandler;
-use crate::index_controller::{get_arc_ownership_blocking, updates::Processing, UpdateMeta};
+use crate::index_controller::{
+    get_arc_ownership_blocking, updates::Processing, IndexStats, UpdateMeta,
+};
 use crate::option::IndexerOpts;
 
+use super::{IndexError, IndexMeta, IndexMsg, IndexSettings, IndexStore, Result, UpdateResult};
+
 pub struct IndexActor<S> {
     read_receiver: Option<mpsc::Receiver<IndexMsg>>,
     write_receiver: Option<mpsc::Receiver<IndexMsg>>,
@@ -146,6 +149,9 @@ impl<S: IndexStore + Sync + Send> IndexActor<S> {
             Snapshot { uuid, path, ret } => {
                 let _ = ret.send(self.handle_snapshot(uuid, path).await);
             }
+            GetStats { uuid, ret } => {
+                let _ = ret.send(self.handle_get_stats(uuid).await);
+            }
         }
     }
 
@@ -328,4 +334,25 @@ impl<S: IndexStore + Sync + Send> IndexActor<S> {
 
         Ok(())
     }
+
+    async fn handle_get_stats(&self, uuid: Uuid) -> Result<IndexStats> {
+        let index = self
+            .store
+            .get(uuid)
+            .await?
+            .ok_or(IndexError::UnexistingIndex)?;
+
+        spawn_blocking(move || {
+            let rtxn = index.read_txn()?;
+
+            Ok(IndexStats {
+                size: index.size()?,
+                number_of_documents: index.number_of_documents(&rtxn)?,
+                is_indexing: false, // TODO check actual is_indexing
+                fields_distribution: index.fields_distribution(&rtxn)?,
+            })
+        })
+        .await
+        .map_err(|e| IndexError::Error(e.into()))?
+    }
 }
diff --git a/meilisearch-http/src/index_controller/index_actor/handle_impl.rs b/meilisearch-http/src/index_controller/index_actor/handle_impl.rs
index dba0f9e60..93406c13b 100644
--- a/meilisearch-http/src/index_controller/index_actor/handle_impl.rs
+++ b/meilisearch-http/src/index_controller/index_actor/handle_impl.rs
@@ -3,12 +3,13 @@ use std::path::{Path, PathBuf};
 use tokio::sync::{mpsc, oneshot};
 use uuid::Uuid;
 
+use crate::index::{Document, SearchQuery, SearchResult, Settings};
+use crate::index_controller::{updates::Processing, UpdateMeta};
+use crate::index_controller::{IndexSettings, IndexStats};
+
 use super::{
     IndexActor, IndexActorHandle, IndexMeta, IndexMsg, MapIndexStore, Result, UpdateResult,
 };
-use crate::index::{Document, SearchQuery, SearchResult, Settings};
-use crate::index_controller::IndexSettings;
-use crate::index_controller::{updates::Processing, UpdateMeta};
 
 #[derive(Clone)]
 pub struct IndexActorHandleImpl {
@@ -121,6 +122,13 @@ impl IndexActorHandle for IndexActorHandleImpl {
         let _ = self.read_sender.send(msg).await;
         Ok(receiver.await.expect("IndexActor has been killed")?)
     }
+
+    async fn get_index_stats(&self, uuid: Uuid) -> Result<IndexStats> {
+        let (ret, receiver) = oneshot::channel();
+        let msg = IndexMsg::GetStats { uuid, ret };
+        let _ = self.read_sender.send(msg).await;
+        Ok(receiver.await.expect("IndexActor has been killed")?)
+    }
 }
 
 impl IndexActorHandleImpl {
diff --git a/meilisearch-http/src/index_controller/index_actor/message.rs b/meilisearch-http/src/index_controller/index_actor/message.rs
index 46d7f6214..6da0f8628 100644
--- a/meilisearch-http/src/index_controller/index_actor/message.rs
+++ b/meilisearch-http/src/index_controller/index_actor/message.rs
@@ -3,9 +3,10 @@ use std::path::PathBuf;
 use tokio::sync::oneshot;
 use uuid::Uuid;
 
-use super::{IndexMeta, IndexSettings, Result, UpdateResult};
 use crate::index::{Document, SearchQuery, SearchResult, Settings};
-use crate::index_controller::{updates::Processing, UpdateMeta};
+use crate::index_controller::{updates::Processing, IndexStats, UpdateMeta};
+
+use super::{IndexMeta, IndexSettings, Result, UpdateResult};
 
 pub enum IndexMsg {
     CreateIndex {
@@ -58,4 +59,8 @@ pub enum IndexMsg {
         path: PathBuf,
         ret: oneshot::Sender<Result<()>>,
     },
+    GetStats {
+        uuid: Uuid,
+        ret: oneshot::Sender<Result<IndexStats>>,
+    },
 }
diff --git a/meilisearch-http/src/index_controller/index_actor/mod.rs b/meilisearch-http/src/index_controller/index_actor/mod.rs
index 2dc856b80..426eb29e4 100644
--- a/meilisearch-http/src/index_controller/index_actor/mod.rs
+++ b/meilisearch-http/src/index_controller/index_actor/mod.rs
@@ -1,30 +1,30 @@
-mod actor;
-mod handle_impl;
-mod message;
-mod store;
-
 use std::path::PathBuf;
 
 use chrono::{DateTime, Utc};
+#[cfg(test)]
+use mockall::automock;
 use serde::{Deserialize, Serialize};
 use thiserror::Error;
 use uuid::Uuid;
 
-use super::IndexSettings;
+use actor::IndexActor;
+pub use handle_impl::IndexActorHandleImpl;
+use message::IndexMsg;
+use store::{IndexStore, MapIndexStore};
+
 use crate::index::UpdateResult as UResult;
 use crate::index::{Document, Index, SearchQuery, SearchResult, Settings};
 use crate::index_controller::{
     updates::{Failed, Processed, Processing},
-    UpdateMeta,
+    IndexStats, UpdateMeta,
 };
-use actor::IndexActor;
-use message::IndexMsg;
-use store::{IndexStore, MapIndexStore};
 
-pub use handle_impl::IndexActorHandleImpl;
+use super::IndexSettings;
 
-#[cfg(test)]
-use mockall::automock;
+mod actor;
+mod handle_impl;
+mod message;
+mod store;
 
 pub type Result<T> = std::result::Result<T, IndexError>;
 type UpdateResult = std::result::Result<Processed<UpdateMeta, UResult>, Failed<UpdateMeta, String>>;
@@ -33,7 +33,7 @@ type UpdateResult = std::result::Result<Processed<UpdateMeta, UResult>, Failed<U
 #[serde(rename_all = "camelCase")]
 pub struct IndexMeta {
     created_at: DateTime<Utc>,
-    updated_at: DateTime<Utc>,
+    pub updated_at: DateTime<Utc>,
     primary_key: Option<String>,
 }
 
@@ -98,4 +98,5 @@ pub trait IndexActorHandle {
     async fn get_index_meta(&self, uuid: Uuid) -> Result<IndexMeta>;
     async fn update_index(&self, uuid: Uuid, index_settings: IndexSettings) -> Result<IndexMeta>;
     async fn snapshot(&self, uuid: Uuid, path: PathBuf) -> Result<()>;
+    async fn get_index_stats(&self, uuid: Uuid) -> Result<IndexStats>;
 }
diff --git a/meilisearch-http/src/index_controller/mod.rs b/meilisearch-http/src/index_controller/mod.rs
index b26ab8828..e459af10c 100644
--- a/meilisearch-http/src/index_controller/mod.rs
+++ b/meilisearch-http/src/index_controller/mod.rs
@@ -1,10 +1,3 @@
-mod index_actor;
-mod snapshot;
-mod update_actor;
-mod update_handler;
-mod updates;
-mod uuid_resolver;
-
 use std::path::Path;
 use std::sync::Arc;
 use std::time::Duration;
@@ -14,33 +7,40 @@ use anyhow::bail;
 use futures::stream::StreamExt;
 use log::info;
 use milli::update::{IndexDocumentsMethod, UpdateFormat};
+use milli::FieldsDistribution;
 use serde::{Deserialize, Serialize};
 use tokio::sync::mpsc;
 use tokio::time::sleep;
 use uuid::Uuid;
 
+use index_actor::IndexActorHandle;
+use snapshot::load_snapshot;
+use snapshot::SnapshotService;
+use update_actor::UpdateActorHandle;
+pub use updates::{Failed, Processed, Processing};
+use uuid_resolver::UuidError;
+use uuid_resolver::UuidResolverHandle;
+
 use crate::index::{Document, SearchQuery, SearchResult};
 use crate::index::{Facets, Settings, UpdateResult};
 use crate::option::Opt;
 
-use index_actor::IndexActorHandle;
-use snapshot::load_snapshot;
-use update_actor::UpdateActorHandle;
-use uuid_resolver::UuidResolverHandle;
-
-use snapshot::SnapshotService;
-pub use updates::{Failed, Processed, Processing};
-use uuid_resolver::UuidError;
+mod index_actor;
+mod snapshot;
+mod update_actor;
+mod update_handler;
+mod updates;
+mod uuid_resolver;
 
 pub type UpdateStatus = updates::UpdateStatus<UpdateMeta, UpdateResult, String>;
 
 #[derive(Debug, Serialize, Deserialize, Clone)]
 #[serde(rename_all = "camelCase")]
 pub struct IndexMetadata {
-    uid: String,
+    pub uid: String,
     name: String,
     #[serde(flatten)]
-    meta: index_actor::IndexMeta,
+    pub meta: index_actor::IndexMeta,
 }
 
 #[derive(Debug, Clone, Serialize, Deserialize)]
@@ -63,6 +63,14 @@ pub struct IndexSettings {
     pub primary_key: Option<String>,
 }
 
+#[derive(Clone, Debug)]
+pub struct IndexStats {
+    pub size: u64,
+    pub number_of_documents: u64,
+    pub is_indexing: bool,
+    pub fields_distribution: FieldsDistribution,
+}
+
 pub struct IndexController {
     uuid_resolver: uuid_resolver::UuidResolverHandleImpl,
     index_handle: index_actor::IndexActorHandleImpl,
@@ -100,10 +108,11 @@ impl IndexController {
                 update_handle.clone(),
                 Duration::from_secs(options.snapshot_interval_sec),
                 options.snapshot_dir.clone(),
-                options.db_path
-                .file_name()
-                .map(|n| n.to_owned().into_string().expect("invalid path"))
-                .unwrap_or_else(|| String::from("data.ms")),
+                options
+                    .db_path
+                    .file_name()
+                    .map(|n| n.to_owned().into_string().expect("invalid path"))
+                    .unwrap_or_else(|| String::from("data.ms")),
             );
 
             tokio::task::spawn(snapshot_service.run());
@@ -341,6 +350,12 @@ impl IndexController {
         };
         Ok(meta)
     }
+
+    pub async fn get_stats(&self, uid: String) -> anyhow::Result<IndexStats> {
+        let uuid = self.uuid_resolver.get(uid.clone()).await?;
+
+        Ok(self.index_handle.get_index_stats(uuid).await?)
+    }
 }
 
 pub async fn get_arc_ownership_blocking<T>(mut item: Arc<T>) -> T {
diff --git a/meilisearch-http/src/routes/stats.rs b/meilisearch-http/src/routes/stats.rs
index 108c67ca9..bab637cd6 100644
--- a/meilisearch-http/src/routes/stats.rs
+++ b/meilisearch-http/src/routes/stats.rs
@@ -1,18 +1,20 @@
-use std::collections::{BTreeMap, HashMap};
+use std::collections::HashMap;
 
 use actix_web::get;
 use actix_web::web;
 use actix_web::HttpResponse;
 use chrono::{DateTime, Utc};
+use milli::FieldsDistribution;
 use serde::Serialize;
 
 use crate::error::ResponseError;
 use crate::helpers::Authentication;
+use crate::index_controller::IndexStats;
 use crate::routes::IndexParam;
 use crate::Data;
 
 pub fn services(cfg: &mut web::ServiceConfig) {
-    cfg.service(index_stats)
+    cfg.service(get_index_stats)
         .service(get_stats)
         .service(get_version);
 }
@@ -22,28 +24,61 @@ pub fn services(cfg: &mut web::ServiceConfig) {
 struct IndexStatsResponse {
     number_of_documents: u64,
     is_indexing: bool,
-    fields_distribution: BTreeMap<String, usize>,
+    fields_distribution: FieldsDistribution,
+}
+
+impl From<IndexStats> for IndexStatsResponse {
+    fn from(stats: IndexStats) -> Self {
+        Self {
+            number_of_documents: stats.number_of_documents,
+            is_indexing: stats.is_indexing,
+            fields_distribution: stats.fields_distribution,
+        }
+    }
 }
 
 #[get("/indexes/{index_uid}/stats", wrap = "Authentication::Private")]
-async fn index_stats(
-    _data: web::Data<Data>,
-    _path: web::Path<IndexParam>,
+async fn get_index_stats(
+    data: web::Data<Data>,
+    path: web::Path<IndexParam>,
 ) -> Result<HttpResponse, ResponseError> {
-    todo!()
+    let response: IndexStatsResponse = data
+        .index_controller
+        .get_stats(path.index_uid.clone())
+        .await?
+        .into();
+
+    Ok(HttpResponse::Ok().json(response))
 }
 
 #[derive(Serialize)]
 #[serde(rename_all = "camelCase")]
-struct StatsResult {
+struct StatsResponse {
     database_size: u64,
     last_update: Option<DateTime<Utc>>,
     indexes: HashMap<String, IndexStatsResponse>,
 }
 
 #[get("/stats", wrap = "Authentication::Private")]
-async fn get_stats(_data: web::Data<Data>) -> Result<HttpResponse, ResponseError> {
-    todo!()
+async fn get_stats(data: web::Data<Data>) -> Result<HttpResponse, ResponseError> {
+    let mut response = StatsResponse {
+        database_size: 0,
+        last_update: None,
+        indexes: HashMap::new(),
+    };
+
+    for index in data.index_controller.list_indexes().await? {
+        let stats = data.index_controller.get_stats(index.uid.clone()).await?;
+
+        response.database_size += stats.size;
+        response.last_update = Some(match response.last_update {
+            Some(last_update) => last_update.max(index.meta.updated_at),
+            None => index.meta.updated_at,
+        });
+        response.indexes.insert(index.uid, stats.into());
+    }
+
+    Ok(HttpResponse::Ok().json(response))
 }
 
 #[derive(Serialize)]
@@ -58,11 +93,11 @@ struct VersionResponse {
 async fn get_version() -> HttpResponse {
     let commit_sha = match option_env!("COMMIT_SHA") {
         Some("") | None => env!("VERGEN_SHA"),
-        Some(commit_sha) => commit_sha
+        Some(commit_sha) => commit_sha,
     };
     let commit_date = match option_env!("COMMIT_DATE") {
         Some("") | None => env!("VERGEN_COMMIT_DATE"),
-        Some(commit_date) => commit_date
+        Some(commit_date) => commit_date,
     };
 
     HttpResponse::Ok().json(VersionResponse {