diff --git a/hugegraph-server/hugegraph-api/src/main/java/org/apache/hugegraph/api/filter/GraphSpaceFilter.java b/hugegraph-server/hugegraph-api/src/main/java/org/apache/hugegraph/api/filter/GraphSpaceFilter.java
new file mode 100644
index 0000000000..97e0cec935
--- /dev/null
+++ b/hugegraph-server/hugegraph-api/src/main/java/org/apache/hugegraph/api/filter/GraphSpaceFilter.java
@@ -0,0 +1,126 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.hugegraph.api.filter;
+
+import java.io.IOException;
+import java.net.URI;
+import java.util.Arrays;
+import java.util.stream.Collectors;
+
+import org.apache.hugegraph.config.HugeConfig;
+import org.apache.hugegraph.config.ServerOptions;
+import org.apache.hugegraph.util.Log;
+import org.slf4j.Logger;
+
+import jakarta.inject.Singleton;
+import jakarta.ws.rs.container.ContainerRequestContext;
+import jakarta.ws.rs.container.ContainerRequestFilter;
+import jakarta.ws.rs.container.PreMatching;
+import jakarta.ws.rs.core.Context;
+import jakarta.ws.rs.core.UriBuilder;
+import jakarta.ws.rs.ext.Provider;
+
+/**
+ * TODO: Change the adaptor logic to keep compatibility with the non-"GraphSpace" version after we
+ * support "GraphSpace"
+ */
+@Provider
+@Singleton
+@PreMatching
+public class GraphSpaceFilter implements ContainerRequestFilter {
+
+    private static final Logger LOG = Log.logger(GraphSpaceFilter.class);
+
+    private static final String GRAPHSPACES_PATH = "graphspaces/";
+
+    @Context
+    private jakarta.inject.Provider<HugeConfig> configProvider;
+
+    /**
+     * Filters incoming HTTP requests to modify the request URI if it matches certain criteria.
+     * <p>
+     * This filter checks if the request URI starts with the {@link #GRAPHSPACES_PATH} path
+     * segment. If it does,
+     * the filter removes the {@link #GRAPHSPACES_PATH} segment along with the following segment
+     * and then reconstructs
+     * the remaining URI. The modified URI is set back into the request context. This is useful for
+     * supporting legacy paths or adapting to new API structures.
+     * </p>
+     *
+     * <p><b>Example:</b></p>
+     * <pre>
+     * URI baseUri = URI.create("http://localhost:8080/");
+     * URI requestUri = URI.create("http://localhost:8080/graphspaces/DEFAULT/graphs");
+     *
+     * // Before filter:
+     * context.getUriInfo().getRequestUri();  // returns http://localhost:8080/graphspaces/DEFAULT/graphs
+     *
+     * // After filter:
+     * context.getUriInfo().getRequestUri();  // returns http://localhost:8080/graphs
+     * </pre>
+     *
+     * @param context The {@link ContainerRequestContext} which provides access to the request
+     *                details.
+     * @throws IOException If an input or output exception occurs.
+     */
+    @Override
+    public void filter(ContainerRequestContext context) throws IOException {
+        HugeConfig config = configProvider.get();
+        if (!config.get(ServerOptions.REST_SERVER_ENABLE_GRAPHSPACES_FILTER)) {
+            return;
+        }
+
+        // Step 1: Get relativePath
+        URI baseUri = context.getUriInfo().getBaseUri();
+        URI requestUri = context.getUriInfo().getRequestUri();
+        URI relativePath = baseUri.relativize(requestUri);
+
+        String relativePathStr = relativePath.getPath();
+        // TODO: remember remove the logic after we support "GraphSpace"
+        if (!relativePathStr.startsWith(GRAPHSPACES_PATH)) {
+            return;
+        }
+
+        // Step 2: Extract the next substring after {@link #GRAPHSPACES_PATH}
+        String[] parts = relativePathStr.split("/");
+        if (parts.length <= 1) {
+            return;
+        }
+
+        String ignoredPart = Arrays.stream(parts)
+                                   .limit(2) // Ignore the first two segments
+                                   .collect(Collectors.joining("/"));
+
+        // Reconstruct the remaining path
+        String newPath = Arrays.stream(parts)
+                               .skip(2) // Skip the first two segments
+                               .collect(Collectors.joining("/"));
+
+        // Step 3: Modify RequestUri and log the ignored part
+        URI newUri = UriBuilder.fromUri(baseUri)
+                               .path(newPath)
+                               .replaceQuery(requestUri.getRawQuery())
+                               .build();
+        context.setRequestUri(newUri);
+
+        // Log the ignored part
+        if (LOG.isDebugEnabled()) {
+            LOG.debug("Ignored graphspaces segment: {}", ignoredPart);
+        }
+    }
+}
diff --git a/hugegraph-server/hugegraph-api/src/main/java/org/apache/hugegraph/config/ServerOptions.java b/hugegraph-server/hugegraph-api/src/main/java/org/apache/hugegraph/config/ServerOptions.java
index 63da169c99..084e9a338f 100644
--- a/hugegraph-server/hugegraph-api/src/main/java/org/apache/hugegraph/config/ServerOptions.java
+++ b/hugegraph-server/hugegraph-api/src/main/java/org/apache/hugegraph/config/ServerOptions.java
@@ -47,6 +47,14 @@ public static synchronized ServerOptions instance() {
                     "http://127.0.0.1:8080"
             );
 
+    public static final ConfigOption<Boolean> REST_SERVER_ENABLE_GRAPHSPACES_FILTER =
+            new ConfigOption<>(
+                    "restserver.enable_graphspaces_filter",
+                    "Whether to enable graphspaces url filter.",
+                    disallowEmpty(),
+                    false
+            );
+
     public static final ConfigOption<String> SERVER_ID =
             new ConfigOption<>(
                     "server.id",
diff --git a/hugegraph-server/hugegraph-dist/src/assembly/static/conf/rest-server.properties b/hugegraph-server/hugegraph-dist/src/assembly/static/conf/rest-server.properties
index 507867380c..f89966e6cd 100644
--- a/hugegraph-server/hugegraph-dist/src/assembly/static/conf/rest-server.properties
+++ b/hugegraph-server/hugegraph-dist/src/assembly/static/conf/rest-server.properties
@@ -1,6 +1,7 @@
 # bind url
 # could use '0.0.0.0' or specified (real)IP to expose external network access
 restserver.url=http://127.0.0.1:8080
+#restserver.enable_graphspaces_filter=false
 # gremlin server url, need to be consistent with host and port in gremlin-server.yaml
 #gremlinserver.url=http://127.0.0.1:8182
 
diff --git a/hugegraph-server/hugegraph-dist/src/assembly/travis/run-api-test.sh b/hugegraph-server/hugegraph-dist/src/assembly/travis/run-api-test.sh
index 8008f39cdb..bd821712dc 100755
--- a/hugegraph-server/hugegraph-dist/src/assembly/travis/run-api-test.sh
+++ b/hugegraph-server/hugegraph-dist/src/assembly/travis/run-api-test.sh
@@ -41,6 +41,7 @@ fi
 # config rest-server
 sed -i 's/#auth.authenticator=/auth.authenticator=org.apache.hugegraph.auth.StandardAuthenticator/' $REST_SERVER_CONF
 sed -i 's/#auth.admin_token=/auth.admin_token=pa/' $REST_SERVER_CONF
+sed -i 's/#restserver.enable_graphspaces_filter=false/restserver.enable_graphspaces_filter=true/' $REST_SERVER_CONF
 
 # config hugegraph.properties
 sed -i 's/gremlin.graph=.*/gremlin.graph=org.apache.hugegraph.auth.HugeFactoryAuthProxy/' $CONF
diff --git a/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/ApiTestSuite.java b/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/ApiTestSuite.java
index 11d3e64095..cca27a78c2 100644
--- a/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/ApiTestSuite.java
+++ b/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/ApiTestSuite.java
@@ -17,6 +17,7 @@
 
 package org.apache.hugegraph.api;
 
+import org.apache.hugegraph.api.graphspaces.GraphSpaceApiTestSuite;
 import org.apache.hugegraph.api.traversers.TraversersApiTestSuite;
 import org.apache.hugegraph.dist.RegisterUtil;
 import org.junit.BeforeClass;
@@ -40,7 +41,8 @@
         ProjectApiTest.class,
         TraversersApiTestSuite.class,
         CypherApiTest.class,
-        ArthasApiTest.class
+        ArthasApiTest.class,
+        GraphSpaceApiTestSuite.class
 })
 public class ApiTestSuite {
 
diff --git a/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/BaseApiTest.java b/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/BaseApiTest.java
index 4b6c0ed7f4..72821ecb1a 100644
--- a/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/BaseApiTest.java
+++ b/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/BaseApiTest.java
@@ -55,7 +55,7 @@
 
 public class BaseApiTest {
 
-    private static final String BASE_URL = "http://127.0.0.1:8080";
+    protected static final String BASE_URL = "http://127.0.0.1:8080";
     private static final String GRAPH = "hugegraph";
     private static final String USERNAME = "admin";
     private static final String PASSWORD = "pa";
@@ -71,7 +71,7 @@ public class BaseApiTest {
 
     protected static final String TRAVERSERS_API = URL_PREFIX + "/traversers";
 
-    private static RestClient client;
+    protected static RestClient client;
 
     private static final ObjectMapper MAPPER = new ObjectMapper();
 
@@ -84,6 +84,7 @@ public static void init() {
     @AfterClass
     public static void clear() throws Exception {
         client.close();
+        client = null;
     }
 
     @After
diff --git a/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/graphspaces/GraphSpaceApiTestSuite.java b/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/graphspaces/GraphSpaceApiTestSuite.java
new file mode 100644
index 0000000000..d5090058b1
--- /dev/null
+++ b/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/graphspaces/GraphSpaceApiTestSuite.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.hugegraph.api.graphspaces;
+
+import org.junit.runner.RunWith;
+import org.junit.runners.Suite;
+
+@RunWith(Suite.class)
+@Suite.SuiteClasses({
+        GraphSpacePropertyKeyApiTest.class,
+        GraphSpaceVertexLabelApiTest.class,
+        GraphSpaceEdgeLabelApiTest.class,
+        GraphSpaceIndexLabelApiTest.class,
+        GraphSpaceEdgeApiTest.class,
+        GraphSpaceVertexApiTest.class
+})
+public class GraphSpaceApiTestSuite {
+
+}
diff --git a/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/graphspaces/GraphSpaceEdgeApiTest.java b/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/graphspaces/GraphSpaceEdgeApiTest.java
new file mode 100644
index 0000000000..643888a953
--- /dev/null
+++ b/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/graphspaces/GraphSpaceEdgeApiTest.java
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.hugegraph.api.graphspaces;
+
+import java.util.Objects;
+
+import org.apache.hugegraph.api.BaseApiTest;
+import org.apache.hugegraph.api.EdgeApiTest;
+import org.junit.BeforeClass;
+
+public class GraphSpaceEdgeApiTest extends EdgeApiTest {
+
+    @BeforeClass
+    public static void init() {
+        if (Objects.nonNull(client)) {
+            client.close();
+        }
+        client = new RestClient(String.join("/", BASE_URL, "graphspaces", "DEFAULT"));
+        BaseApiTest.clearData();
+    }
+}
diff --git a/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/graphspaces/GraphSpaceEdgeLabelApiTest.java b/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/graphspaces/GraphSpaceEdgeLabelApiTest.java
new file mode 100644
index 0000000000..80e21b1631
--- /dev/null
+++ b/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/graphspaces/GraphSpaceEdgeLabelApiTest.java
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.hugegraph.api.graphspaces;
+
+import java.util.Objects;
+
+import org.apache.hugegraph.api.BaseApiTest;
+import org.apache.hugegraph.api.EdgeLabelApiTest;
+import org.junit.BeforeClass;
+
+public class GraphSpaceEdgeLabelApiTest extends EdgeLabelApiTest {
+
+    @BeforeClass
+    public static void init() {
+        if (Objects.nonNull(client)) {
+            client.close();
+        }
+        client = new RestClient(String.join("/", BASE_URL, "graphspaces", "DEFAULT"));
+        BaseApiTest.clearData();
+    }
+}
diff --git a/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/graphspaces/GraphSpaceIndexLabelApiTest.java b/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/graphspaces/GraphSpaceIndexLabelApiTest.java
new file mode 100644
index 0000000000..f5f3e4c4d8
--- /dev/null
+++ b/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/graphspaces/GraphSpaceIndexLabelApiTest.java
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.hugegraph.api.graphspaces;
+
+import java.util.Objects;
+
+import org.apache.hugegraph.api.BaseApiTest;
+import org.apache.hugegraph.api.IndexLabelApiTest;
+import org.junit.BeforeClass;
+
+public class GraphSpaceIndexLabelApiTest extends IndexLabelApiTest {
+
+    @BeforeClass
+    public static void init() {
+        if (Objects.nonNull(client)) {
+            client.close();
+        }
+        client = new RestClient(String.join("/", BASE_URL, "graphspaces", "DEFAULT"));
+        BaseApiTest.clearData();
+    }
+}
diff --git a/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/graphspaces/GraphSpacePropertyKeyApiTest.java b/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/graphspaces/GraphSpacePropertyKeyApiTest.java
new file mode 100644
index 0000000000..6096c10ee2
--- /dev/null
+++ b/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/graphspaces/GraphSpacePropertyKeyApiTest.java
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.hugegraph.api.graphspaces;
+
+import java.util.Objects;
+
+import org.apache.hugegraph.api.BaseApiTest;
+import org.apache.hugegraph.api.PropertyKeyApiTest;
+import org.junit.BeforeClass;
+
+public class GraphSpacePropertyKeyApiTest extends PropertyKeyApiTest {
+
+    @BeforeClass
+    public static void init() {
+        if (Objects.nonNull(client)) {
+            client.close();
+        }
+        client = new RestClient(String.join("/", BASE_URL, "graphspaces", "DEFAULT"));
+        BaseApiTest.clearData();
+    }
+}
diff --git a/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/graphspaces/GraphSpaceVertexApiTest.java b/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/graphspaces/GraphSpaceVertexApiTest.java
new file mode 100644
index 0000000000..f967540e1d
--- /dev/null
+++ b/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/graphspaces/GraphSpaceVertexApiTest.java
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.hugegraph.api.graphspaces;
+
+import java.util.Objects;
+
+import org.apache.hugegraph.api.BaseApiTest;
+import org.apache.hugegraph.api.VertexApiTest;
+import org.junit.BeforeClass;
+
+public class GraphSpaceVertexApiTest extends VertexApiTest {
+
+    @BeforeClass
+    public static void init() {
+        if (Objects.nonNull(client)) {
+            client.close();
+        }
+        client = new RestClient(String.join("/", BASE_URL, "graphspaces", "DEFAULT"));
+        BaseApiTest.clearData();
+    }
+}
diff --git a/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/graphspaces/GraphSpaceVertexLabelApiTest.java b/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/graphspaces/GraphSpaceVertexLabelApiTest.java
new file mode 100644
index 0000000000..5b12576a67
--- /dev/null
+++ b/hugegraph-server/hugegraph-test/src/main/java/org/apache/hugegraph/api/graphspaces/GraphSpaceVertexLabelApiTest.java
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.hugegraph.api.graphspaces;
+
+import java.util.Objects;
+
+import org.apache.hugegraph.api.BaseApiTest;
+import org.apache.hugegraph.api.VertexLabelApiTest;
+import org.junit.BeforeClass;
+
+public class GraphSpaceVertexLabelApiTest extends VertexLabelApiTest {
+
+    @BeforeClass
+    public static void init() {
+        if (Objects.nonNull(client)) {
+            client.close();
+        }
+        client = new RestClient(String.join("/", BASE_URL, "graphspaces", "DEFAULT"));
+        BaseApiTest.clearData();
+    }
+}