diff --git a/app.go b/app.go
index 864ae16a..0576e7f2 100644
--- a/app.go
+++ b/app.go
@@ -113,7 +113,9 @@ func NewHeadscale(cfg Config) (*Headscale, error) {
 		if err != nil {
 			return nil, err
 		}
-		h.cfg.DNSConfig.Routes = make(map[string][]dnstype.Resolver)
+		if h.cfg.DNSConfig.Routes == nil { // we might have routes already from Split DNS
+			h.cfg.DNSConfig.Routes = make(map[string][]dnstype.Resolver)
+		}
 		for _, d := range magicDNSDomains {
 			h.cfg.DNSConfig.Routes[d.WithoutTrailingDot()] = nil
 		}
diff --git a/cmd/headscale/cli/utils.go b/cmd/headscale/cli/utils.go
index 95555e94..7b7d84ad 100644
--- a/cmd/headscale/cli/utils.go
+++ b/cmd/headscale/cli/utils.go
@@ -104,6 +104,33 @@ func GetDNSConfig() (*tailcfg.DNSConfig, string) {
 			dnsConfig.Nameservers = nameservers
 			dnsConfig.Resolvers = resolvers
 		}
+
+		if viper.IsSet("dns_config.restricted_nameservers") {
+			if len(dnsConfig.Nameservers) > 0 {
+				dnsConfig.Routes = make(map[string][]dnstype.Resolver)
+				restrictedDNS := viper.GetStringMapStringSlice("dns_config.restricted_nameservers")
+				for domain, resNameservers := range restrictedDNS {
+					resResolvers := make([]dnstype.Resolver, len(resNameservers))
+					for index, nameserverStr := range resNameservers {
+						nameserver, err := netaddr.ParseIP(nameserverStr)
+						if err != nil {
+							log.Error().
+								Str("func", "getDNSConfig").
+								Err(err).
+								Msgf("Could not parse restricted nameserver IP: %s", nameserverStr)
+						}
+						resResolvers[index] = dnstype.Resolver{
+							Addr: nameserver.String(),
+						}
+					}
+					dnsConfig.Routes[domain] = resResolvers
+				}
+			} else {
+				log.Warn().
+					Msg("Warning: dns_config.restricted_nameservers is set, but no nameservers are configured. Ignoring restricted_nameservers.")
+			}
+		}
+
 		if viper.IsSet("dns_config.domains") {
 			dnsConfig.Domains = viper.GetStringSlice("dns_config.domains")
 		}
diff --git a/docs/DNS.md b/docs/DNS.md
index 85bf9f44..948f3c79 100644
--- a/docs/DNS.md
+++ b/docs/DNS.md
@@ -11,23 +11,29 @@ Long story short, you can define the DNS servers you want to use in your tailnet
 
 ## Configuration reference
 
-The setup is done via the `config.json` file, under the `dns_config` key. 
+The setup is done via the `config.yaml` file, under the `dns_config` key. 
 
-```json
-{
-    "server_url": "http://127.0.0.1:8001",
-    "listen_addr": "0.0.0.0:8001",
-    "private_key_path": "private.key",
-    //...
-    "dns_config": {
-        "nameservers": ["1.1.1.1", "8.8.8.8"],
-        "domains": [],
-        "magic_dns": true,
-        "base_domain": "example.com"
-    }
-}
+```yaml
+server_url: http://127.0.0.1:8001
+listen_addr: 0.0.0.0:8001
+private_key_path: private.key
+dns_config:
+  nameservers:
+  - 1.1.1.1
+  - 8.8.8.8
+  restricted_nameservers:
+    foo.bar.com:
+    - 1.1.1.1
+    darp.headscale.net:
+    - 1.1.1.1
+    - 8.8.8.8
+  domains: []
+  magic_dns: true
+  base_domain: example.com
 ```
+
 - `nameservers`:  The list of DNS servers to use.
 - `domains`: Search domains to inject.
 - `magic_dns`: Whether to use [MagicDNS](https://tailscale.com/kb/1081/magicdns/). Only works if there is at least a nameserver defined.
-- `base_domain`: Defines the base domain to create the hostnames for MagicDNS. `base_domain` must be a FQDNs, without the trailing dot. The FQDN of the hosts will be `hostname.namespace.base_domain` (e.g., _myhost.mynamespace.example.com_).
\ No newline at end of file
+- `base_domain`: Defines the base domain to create the hostnames for MagicDNS. `base_domain` must be a FQDNs, without the trailing dot. The FQDN of the hosts will be `hostname.namespace.base_domain` (e.g., _myhost.mynamespace.example.com_).
+- `restricted_nameservers`: Also known as Split DNS (see https://tailscale.com/kb/1054/dns/), list of search domains and the DNS you want to use for them.
\ No newline at end of file