diff --git a/app/graph/cli.c b/app/graph/cli.c
index 473fa1635a..c9f932517e 100644
--- a/app/graph/cli.c
+++ b/app/graph/cli.c
@@ -20,6 +20,8 @@
 #define MAX_LINE_SIZE 2048
 
 cmdline_parse_ctx_t modules_ctx[] = {
+	(cmdline_parse_inst_t *)&mempool_config_cmd_ctx,
+	(cmdline_parse_inst_t *)&mempool_help_cmd_ctx,
 	NULL,
 };
 
diff --git a/app/graph/mempool.c b/app/graph/mempool.c
new file mode 100644
index 0000000000..901f07f461
--- /dev/null
+++ b/app/graph/mempool.c
@@ -0,0 +1,140 @@
+/* SPDX-License-Identifier: BSD-3-Clause
+ * Copyright(c) 2023 Marvell.
+ */
+
+#include <stdio.h>
+#include <stdlib.h>
+#include <string.h>
+
+#include <cmdline_parse.h>
+#include <cmdline_parse_num.h>
+#include <cmdline_parse_string.h>
+#include <cmdline_socket.h>
+#include <rte_common.h>
+#include <rte_mbuf.h>
+
+#include "mempool_priv.h"
+#include "module_api.h"
+
+static const char
+cmd_mempool_help[] = "mempool <mempool_name> size <mbuf_size> buffers <number_of_buffers> "
+		     "cache <cache_size> numa <numa_id>";
+
+struct mempools mpconfig;
+
+int
+mempool_process(struct mempool_config *config)
+{
+	struct rte_mempool *mp;
+	uint8_t nb_pools;
+
+	nb_pools = mpconfig.nb_pools;
+	strcpy(mpconfig.config[nb_pools].name, config->name);
+	mpconfig.config[nb_pools].pool_size = config->pool_size;
+	mpconfig.config[nb_pools].buffer_size = config->buffer_size;
+	mpconfig.config[nb_pools].cache_size = config->cache_size;
+	mpconfig.config[nb_pools].numa_node = config->numa_node;
+
+	mp = rte_pktmbuf_pool_create(config->name, config->pool_size, config->cache_size,
+		64, config->buffer_size, config->numa_node);
+	if (!mp)
+		return -EINVAL;
+
+	mpconfig.mp[nb_pools] = mp;
+	nb_pools++;
+	mpconfig.nb_pools = nb_pools;
+
+	return 0;
+}
+
+static void
+cli_mempool_help(__rte_unused void *parsed_result, __rte_unused struct cmdline *cl,
+		 __rte_unused void *data)
+{
+	size_t len;
+
+	len = strlen(conn->msg_out);
+	conn->msg_out += len;
+	snprintf(conn->msg_out, conn->msg_out_len_max, "\n%s\n%s\n",
+		 "----------------------------- mempool command help -----------------------------",
+		 cmd_mempool_help);
+
+	len = strlen(conn->msg_out);
+	conn->msg_out_len_max -= len;
+}
+
+static void
+cli_mempool(void *parsed_result, __rte_unused struct cmdline *cl, __rte_unused void *data)
+{
+	struct mempool_config_cmd_tokens *res = parsed_result;
+	struct mempool_config config;
+	int rc = -EINVAL;
+
+
+	strcpy(config.name, res->name);
+	config.name[strlen(res->name)] = '\0';
+	config.pool_size = res->nb_bufs;
+	config.buffer_size = res->buf_sz;
+	config.cache_size = res->cache_size;
+	config.numa_node = res->node;
+
+	rc = mempool_process(&config);
+	if (rc < 0)
+		printf(MSG_CMD_FAIL, "mempool");
+}
+
+cmdline_parse_token_string_t mempool_config_add_mempool =
+	TOKEN_STRING_INITIALIZER(struct mempool_config_cmd_tokens, mempool, "mempool");
+cmdline_parse_token_string_t mempool_config_add_name =
+	TOKEN_STRING_INITIALIZER(struct mempool_config_cmd_tokens, name, NULL);
+cmdline_parse_token_string_t mempool_config_add_size =
+	TOKEN_STRING_INITIALIZER(struct mempool_config_cmd_tokens, size, "size");
+cmdline_parse_token_num_t mempool_config_add_buf_sz =
+	TOKEN_NUM_INITIALIZER(struct mempool_config_cmd_tokens, buf_sz, RTE_UINT16);
+cmdline_parse_token_string_t mempool_config_add_buffers =
+	TOKEN_STRING_INITIALIZER(struct mempool_config_cmd_tokens, buffers, "buffers");
+cmdline_parse_token_num_t mempool_config_add_nb_bufs =
+	TOKEN_NUM_INITIALIZER(struct mempool_config_cmd_tokens, nb_bufs, RTE_UINT16);
+cmdline_parse_token_string_t mempool_config_add_cache =
+	TOKEN_STRING_INITIALIZER(struct mempool_config_cmd_tokens, cache, "cache");
+cmdline_parse_token_num_t mempool_config_add_cache_size =
+	TOKEN_NUM_INITIALIZER(struct mempool_config_cmd_tokens, cache_size, RTE_UINT16);
+cmdline_parse_token_string_t mempool_config_add_numa =
+	TOKEN_STRING_INITIALIZER(struct mempool_config_cmd_tokens, numa, "numa");
+cmdline_parse_token_num_t mempool_config_add_node =
+	TOKEN_NUM_INITIALIZER(struct mempool_config_cmd_tokens, node, RTE_UINT16);
+
+cmdline_parse_inst_t mempool_config_cmd_ctx = {
+	.f = cli_mempool,
+	.data = NULL,
+	.help_str = cmd_mempool_help,
+	.tokens = {
+		(void *)&mempool_config_add_mempool,
+		(void *)&mempool_config_add_name,
+		(void *)&mempool_config_add_size,
+		(void *)&mempool_config_add_buf_sz,
+		(void *)&mempool_config_add_buffers,
+		(void *)&mempool_config_add_nb_bufs,
+		(void *)&mempool_config_add_cache,
+		(void *)&mempool_config_add_cache_size,
+		(void *)&mempool_config_add_numa,
+		(void *)&mempool_config_add_node,
+		NULL,
+	},
+};
+
+cmdline_parse_token_string_t mempool_help_cmd =
+	TOKEN_STRING_INITIALIZER(struct mempool_help_cmd_tokens, help, "help");
+cmdline_parse_token_string_t mempool_help_mempool =
+	TOKEN_STRING_INITIALIZER(struct mempool_help_cmd_tokens, mempool, "mempool");
+
+cmdline_parse_inst_t mempool_help_cmd_ctx = {
+	.f = cli_mempool_help,
+	.data = NULL,
+	.help_str = "",
+	.tokens = {
+		(void *)&mempool_help_cmd,
+		(void *)&mempool_help_mempool,
+		NULL,
+	},
+};
diff --git a/app/graph/mempool.h b/app/graph/mempool.h
new file mode 100644
index 0000000000..0808c4259e
--- /dev/null
+++ b/app/graph/mempool.h
@@ -0,0 +1,24 @@
+/* SPDX-License-Identifier: BSD-3-Clause
+ * Copyright(c) 2023 Marvell.
+ */
+
+#ifndef APP_GRAPH_MEMPOOL_H
+#define APP_GRAPH_MEMPOOL_H
+
+#include <cmdline_parse.h>
+#include <rte_mempool.h>
+
+struct mempool_config {
+	char name[RTE_MEMPOOL_NAMESIZE];
+	int pool_size;
+	int cache_size;
+	int buffer_size;
+	int numa_node;
+};
+
+extern cmdline_parse_inst_t mempool_config_cmd_ctx;
+extern cmdline_parse_inst_t mempool_help_cmd_ctx;
+
+int mempool_process(struct mempool_config *config);
+
+#endif
diff --git a/app/graph/mempool_priv.h b/app/graph/mempool_priv.h
new file mode 100644
index 0000000000..3ce64702a9
--- /dev/null
+++ b/app/graph/mempool_priv.h
@@ -0,0 +1,34 @@
+/* SPDX-License-Identifier: BSD-3-Clause
+ * Copyright(c) 2023 Marvell.
+ */
+
+#ifndef APP_GRAPH_MEMPOOL_PRIV_H
+#define APP_GRAPH_MEMPOOL_PRIV_H
+
+#include "mempool.h"
+
+struct mempool_config_cmd_tokens {
+	cmdline_fixed_string_t mempool;
+	cmdline_fixed_string_t size;
+	cmdline_fixed_string_t buffers;
+	cmdline_fixed_string_t cache;
+	cmdline_fixed_string_t numa;
+	cmdline_fixed_string_t name;
+	uint16_t buf_sz;
+	uint16_t nb_bufs;
+	uint16_t cache_size;
+	uint16_t node;
+};
+
+struct mempool_help_cmd_tokens {
+	cmdline_fixed_string_t help;
+	cmdline_fixed_string_t mempool;
+};
+
+struct mempools {
+	struct mempool_config config[RTE_MAX_ETHPORTS];
+	struct rte_mempool *mp[RTE_MAX_ETHPORTS];
+	uint8_t	nb_pools;
+};
+
+#endif
diff --git a/app/graph/meson.build b/app/graph/meson.build
index ed3bcb1567..d35287be14 100644
--- a/app/graph/meson.build
+++ b/app/graph/meson.build
@@ -12,5 +12,6 @@ sources = files(
         'cli.c',
         'conn.c',
         'main.c',
+        'mempool.c',
         'utils.c',
 )
diff --git a/app/graph/module_api.h b/app/graph/module_api.h
index acf63d15fa..de154f5f93 100644
--- a/app/graph/module_api.h
+++ b/app/graph/module_api.h
@@ -10,10 +10,12 @@
 
 #include "cli.h"
 #include "conn.h"
+#include "mempool.h"
 #include "utils.h"
 /*
  * Externs
  */
 extern volatile bool force_quit;
+extern struct conn *conn;
 
 #endif
