diff --git a/Cargo.lock b/Cargo.lock
index 011de0d2c2..6c1d91ed8c 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -6835,6 +6835,7 @@ dependencies = [
  "anyhow",
  "assert_matches",
  "cairo-lang-starknet",
+ "dojo-metrics",
  "dojo-test-utils",
  "flate2",
  "futures",
diff --git a/crates/katana/rpc/rpc/Cargo.toml b/crates/katana/rpc/rpc/Cargo.toml
index 2feade480e..7069db1f3f 100644
--- a/crates/katana/rpc/rpc/Cargo.toml
+++ b/crates/katana/rpc/rpc/Cargo.toml
@@ -7,6 +7,7 @@ repository.workspace = true
 version.workspace = true
 
 [dependencies]
+dojo-metrics.workspace = true
 katana-core = { path = "../../core" }
 katana-executor = { path = "../../executor" }
 katana-primitives = { path = "../../primitives" }
diff --git a/crates/katana/rpc/rpc/src/lib.rs b/crates/katana/rpc/rpc/src/lib.rs
index 22bc8111d7..6c921bf7ae 100644
--- a/crates/katana/rpc/rpc/src/lib.rs
+++ b/crates/katana/rpc/rpc/src/lib.rs
@@ -3,6 +3,7 @@
 pub mod config;
 pub mod dev;
 pub mod katana;
+pub mod metrics;
 pub mod saya;
 pub mod starknet;
 pub mod torii;
diff --git a/crates/katana/rpc/rpc/src/metrics.rs b/crates/katana/rpc/rpc/src/metrics.rs
new file mode 100644
index 0000000000..fd98c9f3ab
--- /dev/null
+++ b/crates/katana/rpc/rpc/src/metrics.rs
@@ -0,0 +1,150 @@
+use dojo_metrics::{
+    metrics::{Counter, Histogram},
+    Metrics,
+};
+use jsonrpsee::{
+    helpers::MethodResponseResult,
+    server::logger::{HttpRequest, Logger, MethodKind, Params, TransportProtocol},
+    RpcModule,
+};
+use std::{collections::HashMap, net::SocketAddr, sync::Arc, time::Instant};
+
+/// Metrics for the RPC server
+#[derive(Default, Clone)]
+pub(crate) struct RpcServerMetrics {
+    inner: Arc<RpcServerMetricsInner>,
+}
+
+/// Metrics for the RPC server
+#[derive(Default, Clone)]
+struct RpcServerMetricsInner {
+    /// Connection metrics per transport type
+    connection_metrics: ConnectionMetrics,
+    /// Call metrics per RPC method
+    call_metrics: HashMap<&'static str, RpcServerCallMetrics>,
+}
+
+impl RpcServerMetrics {
+    pub(crate) fn new(module: &RpcModule<()>) -> Self {
+        Self {
+            inner: Arc::new(RpcServerMetricsInner {
+                connection_metrics: ConnectionMetrics::default(),
+                call_metrics: HashMap::from_iter(module.method_names().map(|method| {
+                    (method, RpcServerCallMetrics::new_with_labels(&[("method", method)]))
+                })),
+            }),
+        }
+    }
+}
+
+#[derive(Clone)]
+struct ConnectionMetrics {
+    http: RpcServerConnectionMetrics,
+    ws: RpcServerConnectionMetrics,
+}
+
+impl ConnectionMetrics {
+    fn get_metrics(&self, transport: TransportProtocol) -> &RpcServerConnectionMetrics {
+        match transport {
+            TransportProtocol::Http => &self.http,
+            TransportProtocol::WebSocket => &self.ws,
+        }
+    }
+}
+
+impl Default for ConnectionMetrics {
+    fn default() -> Self {
+        Self {
+            http: RpcServerConnectionMetrics::new_with_labels(&[("transport", "http")]),
+            ws: RpcServerConnectionMetrics::new_with_labels(&[("transport", "ws")]),
+        }
+    }
+}
+
+/// Metrics for the RPC connections
+#[derive(Metrics, Clone)]
+#[metrics(scope = "rpc_server.connections")]
+struct RpcServerConnectionMetrics {
+    /// The number of connections opened
+    connections_opened: Counter,
+    /// The number of connections closed
+    connections_closed: Counter,
+    /// The number of requests started
+    requests_started: Counter,
+    /// The number of requests finished
+    requests_finished: Counter,
+    /// Response for a single request/response pair
+    request_time_seconds: Histogram,
+}
+
+/// Metrics for the RPC calls
+#[derive(Metrics, Clone)]
+#[metrics(scope = "rpc_server.calls")]
+struct RpcServerCallMetrics {
+    /// The number of calls started
+    started: Counter,
+    /// The number of successful calls
+    successful: Counter,
+    /// The number of failed calls
+    failed: Counter,
+    /// Response for a single call
+    time_seconds: Histogram,
+}
+
+impl Logger for RpcServerMetrics {
+    type Instant = Instant;
+
+    fn on_connect(
+        &self,
+        _remote_addr: SocketAddr,
+        _request: &HttpRequest,
+        transport: TransportProtocol,
+    ) {
+        self.inner.connection_metrics.get_metrics(transport).connections_opened.increment(1)
+    }
+
+    fn on_request(&self, transport: TransportProtocol) -> Self::Instant {
+        self.inner.connection_metrics.get_metrics(transport).requests_started.increment(1);
+        Instant::now()
+    }
+
+    fn on_call(
+        &self,
+        method_name: &str,
+        _params: Params<'_>,
+        _kind: MethodKind,
+        _transport: TransportProtocol,
+    ) {
+        let Some(call_metrics) = self.inner.call_metrics.get(method_name) else { return };
+        call_metrics.started.increment(1);
+    }
+
+    fn on_result(
+        &self,
+        method_name: &str,
+        success: MethodResponseResult,
+        started_at: Self::Instant,
+        _transport: TransportProtocol,
+    ) {
+        let Some(call_metrics) = self.inner.call_metrics.get(method_name) else { return };
+
+        // capture call latency
+        call_metrics.time_seconds.record(started_at.elapsed().as_secs_f64());
+        if success.is_success() {
+            call_metrics.successful.increment(1);
+        } else {
+            call_metrics.failed.increment(1);
+        }
+    }
+
+    fn on_response(&self, _result: &str, started_at: Self::Instant, transport: TransportProtocol) {
+        let metrics = self.inner.connection_metrics.get_metrics(transport);
+        // capture request latency for this request/response pair
+        metrics.request_time_seconds.record(started_at.elapsed().as_secs_f64());
+        metrics.requests_finished.increment(1);
+    }
+
+    fn on_disconnect(&self, _remote_addr: SocketAddr, transport: TransportProtocol) {
+        self.inner.connection_metrics.get_metrics(transport).connections_closed.increment(1)
+    }
+}