diff --git a/src/common/function/src/function_registry.rs b/src/common/function/src/function_registry.rs
index 4a6b8f91e1..9d2a15c370 100644
--- a/src/common/function/src/function_registry.rs
+++ b/src/common/function/src/function_registry.rs
@@ -16,6 +16,7 @@
 use std::collections::HashMap;
 use std::sync::{Arc, LazyLock, RwLock};
 
+use datafusion::catalog::TableFunction;
 use datafusion_expr::AggregateUDF;
 
 use crate::admin::AdminFunction;
@@ -42,6 +43,7 @@ use crate::system::SystemFunction;
 pub struct FunctionRegistry {
     functions: RwLock<HashMap<String, ScalarFunctionFactory>>,
     aggregate_functions: RwLock<HashMap<String, AggregateUDF>>,
+    table_functions: RwLock<HashMap<String, Arc<TableFunction>>>,
 }
 
 impl FunctionRegistry {
@@ -87,6 +89,15 @@ impl FunctionRegistry {
             .insert(func.name().to_string(), func);
     }
 
+    /// Register a table function
+    pub fn register_table_function(&self, func: TableFunction) {
+        let _ = self
+            .table_functions
+            .write()
+            .unwrap()
+            .insert(func.name().to_string(), Arc::new(func));
+    }
+
     pub fn get_function(&self, name: &str) -> Option<ScalarFunctionFactory> {
         self.functions.read().unwrap().get(name).cloned()
     }
@@ -106,6 +117,15 @@ impl FunctionRegistry {
             .collect()
     }
 
+    pub fn table_functions(&self) -> Vec<Arc<TableFunction>> {
+        self.table_functions
+            .read()
+            .unwrap()
+            .values()
+            .cloned()
+            .collect()
+    }
+
     /// Returns true if an aggregate function with the given name exists in the registry.
     pub fn is_aggr_func_exist(&self, name: &str) -> bool {
         self.aggregate_functions.read().unwrap().contains_key(name)
diff --git a/src/datanode/src/tests.rs b/src/datanode/src/tests.rs
index 1f6a882415..ae0af78904 100644
--- a/src/datanode/src/tests.rs
+++ b/src/datanode/src/tests.rs
@@ -23,6 +23,7 @@ use common_function::function_factory::ScalarFunctionFactory;
 use common_query::Output;
 use common_runtime::Runtime;
 use common_runtime::runtime::{BuilderBuild, RuntimeTrait};
+use datafusion::catalog::TableFunction;
 use datafusion_expr::{AggregateUDF, LogicalPlan};
 use query::dataframe::DataFrame;
 use query::planner::LogicalPlanner;
@@ -80,6 +81,8 @@ impl QueryEngine for MockQueryEngine {
 
     fn register_scalar_function(&self, _func: ScalarFunctionFactory) {}
 
+    fn register_table_function(&self, _func: Arc<TableFunction>) {}
+
     fn read_table(&self, _table: TableRef) -> query::error::Result<DataFrame> {
         unimplemented!()
     }
diff --git a/src/query/src/datafusion.rs b/src/query/src/datafusion.rs
index 67a92f0be2..96e1f60763 100644
--- a/src/query/src/datafusion.rs
+++ b/src/query/src/datafusion.rs
@@ -30,6 +30,7 @@ use common_query::{Output, OutputData, OutputMeta};
 use common_recordbatch::adapter::RecordBatchStreamAdapter;
 use common_recordbatch::{EmptyRecordBatchStream, SendableRecordBatchStream};
 use common_telemetry::tracing;
+use datafusion::catalog::TableFunction;
 use datafusion::physical_plan::ExecutionPlan;
 use datafusion::physical_plan::analyze::AnalyzeExec;
 use datafusion::physical_plan::coalesce_partitions::CoalescePartitionsExec;
@@ -508,6 +509,10 @@ impl QueryEngine for DatafusionQueryEngine {
         self.state.register_scalar_function(func);
     }
 
+    fn register_table_function(&self, func: Arc<TableFunction>) {
+        self.state.register_table_function(func);
+    }
+
     fn read_table(&self, table: TableRef) -> Result<DataFrame> {
         Ok(DataFrame::DataFusion(
             self.state
diff --git a/src/query/src/datafusion/planner.rs b/src/query/src/datafusion/planner.rs
index 4e6917fad3..d9c74b9d5a 100644
--- a/src/query/src/datafusion/planner.rs
+++ b/src/query/src/datafusion/planner.rs
@@ -224,15 +224,22 @@ impl ContextProvider for DfContextProviderAdapter {
         name: &str,
         args: Vec<datafusion_expr::Expr>,
     ) -> DfResult<Arc<dyn TableSource>> {
-        let tbl_func = self
-            .session_state
-            .table_functions()
-            .get(name)
-            .cloned()
-            .ok_or_else(|| DataFusionError::Plan(format!("table function '{name}' not found")))?;
-        let provider = tbl_func.create_table_provider(&args)?;
+        if let Some(tbl_func) = self.engine_state.table_function(name) {
+            let provider = tbl_func.create_table_provider(&args)?;
+            Ok(provider_as_source(provider))
+        } else {
+            let tbl_func = self
+                .session_state
+                .table_functions()
+                .get(name)
+                .cloned()
+                .ok_or_else(|| {
+                    DataFusionError::Plan(format!("table function '{name}' not found"))
+                })?;
+            let provider = tbl_func.create_table_provider(&args)?;
 
-        Ok(provider_as_source(provider))
+            Ok(provider_as_source(provider))
+        }
     }
 
     fn create_cte_work_table(
diff --git a/src/query/src/query_engine.rs b/src/query/src/query_engine.rs
index db9ab7140a..34a4fee209 100644
--- a/src/query/src/query_engine.rs
+++ b/src/query/src/query_engine.rs
@@ -28,6 +28,7 @@ use common_function::handlers::{
     FlowServiceHandlerRef, ProcedureServiceHandlerRef, TableMutationHandlerRef,
 };
 use common_query::Output;
+use datafusion::catalog::TableFunction;
 use datafusion_expr::{AggregateUDF, LogicalPlan};
 use datatypes::schema::Schema;
 pub use default_serializer::{DefaultPlanDecoder, DefaultSerializer};
@@ -85,6 +86,9 @@ pub trait QueryEngine: Send + Sync {
     /// Will override if the function with same name is already registered.
     fn register_scalar_function(&self, func: ScalarFunctionFactory);
 
+    /// Register table function
+    fn register_table_function(&self, func: Arc<TableFunction>);
+
     /// Create a DataFrame from a table.
     fn read_table(&self, table: TableRef) -> Result<DataFrame>;
 
@@ -164,6 +168,10 @@ fn register_functions(query_engine: &Arc<DatafusionQueryEngine>) {
     for accumulator in FUNCTION_REGISTRY.aggregate_functions() {
         query_engine.register_aggregate_function(accumulator);
     }
+
+    for table_function in FUNCTION_REGISTRY.table_functions() {
+        query_engine.register_table_function(table_function);
+    }
 }
 
 pub type QueryEngineRef = Arc<dyn QueryEngine>;
diff --git a/src/query/src/query_engine/state.rs b/src/query/src/query_engine/state.rs
index 51b7f68684..2608264261 100644
--- a/src/query/src/query_engine/state.rs
+++ b/src/query/src/query_engine/state.rs
@@ -25,6 +25,7 @@ use common_function::handlers::{
 };
 use common_function::state::FunctionState;
 use common_telemetry::warn;
+use datafusion::catalog::TableFunction;
 use datafusion::dataframe::DataFrame;
 use datafusion::error::Result as DfResult;
 use datafusion::execution::SessionStateBuilder;
@@ -72,6 +73,7 @@ pub struct QueryEngineState {
     function_state: Arc<FunctionState>,
     scalar_functions: Arc<RwLock<HashMap<String, ScalarFunctionFactory>>>,
     aggr_functions: Arc<RwLock<HashMap<String, AggregateUDF>>>,
+    table_functions: Arc<RwLock<HashMap<String, Arc<TableFunction>>>>,
     extension_rules: Vec<Arc<dyn ExtensionAnalyzerRule + Send + Sync>>,
     plugins: Plugins,
 }
@@ -196,6 +198,7 @@ impl QueryEngineState {
                 flow_service_handler,
             }),
             aggr_functions: Arc::new(RwLock::new(HashMap::new())),
+            table_functions: Arc::new(RwLock::new(HashMap::new())),
             extension_rules,
             plugins,
             scalar_functions: Arc::new(RwLock::new(HashMap::new())),
@@ -265,6 +268,25 @@ impl QueryEngineState {
             .collect()
     }
 
+    /// Retrieve table function by name
+    pub fn table_function(&self, function_name: &str) -> Option<Arc<TableFunction>> {
+        self.table_functions
+            .read()
+            .unwrap()
+            .get(function_name)
+            .cloned()
+    }
+
+    /// Retrieve table function names.
+    pub fn table_function_names(&self) -> Vec<String> {
+        self.table_functions
+            .read()
+            .unwrap()
+            .keys()
+            .cloned()
+            .collect()
+    }
+
     /// Register an scalar function.
     /// Will override if the function with same name is already registered.
     pub fn register_scalar_function(&self, func: ScalarFunctionFactory) {
@@ -301,6 +323,19 @@ impl QueryEngineState {
         );
     }
 
+    pub fn register_table_function(&self, func: Arc<TableFunction>) {
+        let name = func.name();
+        let x = self
+            .table_functions
+            .write()
+            .unwrap()
+            .insert(name.to_string(), func.clone());
+
+        if x.is_some() {
+            warn!("Already registered table function '{name}");
+        }
+    }
+
     pub fn catalog_manager(&self) -> &CatalogManagerRef {
         &self.catalog_manager
     }