diff --git a/client/conn.go b/client/conn.go
index ae28b2c5d..c5dd5ad2a 100644
--- a/client/conn.go
+++ b/client/conn.go
@@ -10,6 +10,7 @@ import (
 
 	. "github.com/go-mysql-org/go-mysql/mysql"
 	"github.com/go-mysql-org/go-mysql/packet"
+	"github.com/go-mysql-org/go-mysql/utils"
 	"github.com/pingcap/errors"
 )
 
@@ -43,6 +44,9 @@ type SelectPerRowCallback func(row []FieldValue) error
 // This function will be called once per result from ExecuteSelectStreaming
 type SelectPerResultCallback func(result *Result) error
 
+// This function will be called once per result from ExecuteMultiple
+type ExecPerResultCallback func(result *Result, err error)
+
 func getNetProto(addr string) string {
 	proto := "tcp"
 	if strings.Contains(addr, "/") {
@@ -198,6 +202,68 @@ func (c *Conn) Execute(command string, args ...interface{}) (*Result, error) {
 	}
 }
 
+// ExecuteMultiple will call perResultCallback for every result of the multiple queries
+// that are executed.
+//
+// When ExecuteMultiple is used, the connection should have the SERVER_MORE_RESULTS_EXISTS
+// flag set to signal the server multiple queries are executed. Handling the responses
+// is up to the implementation of perResultCallback.
+//
+// Example:
+//
+//      queries := "SELECT 1; SELECT NOW();"
+//      conn.ExecuteMultiple(queries, func(result *mysql.Result, err error) {
+//          // Use the result as you want
+//      })
+//
+func (c *Conn) ExecuteMultiple(query string, perResultCallback ExecPerResultCallback) (*Result, error) {
+	if err := c.writeCommandStr(COM_QUERY, query); err != nil {
+		return nil, errors.Trace(err)
+	}
+
+	var buf []byte
+	var err error
+	var result *Result
+	defer utils.ByteSlicePut(buf)
+
+	for {
+		buf, err = c.ReadPacketReuseMem(utils.ByteSliceGet(16)[:0])
+		if err != nil {
+			return nil, errors.Trace(err)
+		}
+
+		switch buf[0] {
+		case OK_HEADER:
+			result, err = c.handleOKPacket(buf)
+		case ERR_HEADER:
+			err = c.handleErrorPacket(append([]byte{}, buf...))
+			result = nil
+		case LocalInFile_HEADER:
+			err = ErrMalformPacket
+			result = nil
+		default:
+			result, err = c.readResultset(buf, false)
+		}
+
+		// call user-defined callback
+		perResultCallback(result, err)
+
+		// if there was an error of this was the last result, stop looping
+		if err != nil || result.Status&SERVER_MORE_RESULTS_EXISTS == 0 {
+			break
+		}
+	}
+
+	// return an empty result(set) signaling we're done streaming a multiple
+	// streaming session
+	// if this would end up in WriteValue, it would just be ignored as all
+	// responses should have been handled in perResultCallback
+	return &Result{Resultset: &Resultset{
+		Streaming:     StreamingMultiple,
+		StreamingDone: true,
+	}}, nil
+}
+
 // ExecuteSelectStreaming will call perRowCallback for every row in resultset
 //   WITHOUT saving any row data to Result.{Values/RawPkg/RowDatas} fields.
 // When given, perResultCallback will be called once per result
diff --git a/client/conn_test.go b/client/conn_test.go
index d2896caa0..338bb6ae3 100644
--- a/client/conn_test.go
+++ b/client/conn_test.go
@@ -2,6 +2,7 @@ package client
 
 import (
 	"fmt"
+	"strings"
 
 	. "github.com/pingcap/check"
 
@@ -16,7 +17,10 @@ type connTestSuite struct {
 func (s *connTestSuite) SetUpSuite(c *C) {
 	var err error
 	addr := fmt.Sprintf("%s:%s", *testHost, s.port)
-	s.c, err = Connect(addr, *testUser, *testPassword, "")
+	s.c, err = Connect(addr, *testUser, *testPassword, "", func(c *Conn) {
+		// required for the ExecuteMultiple test
+		c.SetCapability(mysql.CLIENT_MULTI_STATEMENTS)
+	})
 	if err != nil {
 		c.Fatal(err)
 	}
@@ -78,6 +82,46 @@ func (s *connTestSuite) testExecute_DropTable(c *C) {
 	c.Assert(err, IsNil)
 }
 
+func (s *connTestSuite) TestExecuteMultiple(c *C) {
+	queries := []string{
+		`INSERT INTO ` + testExecuteSelectStreamingTablename + ` (id, str) VALUES (999, "executemultiple")`,
+		`SELECT id FROM ` + testExecuteSelectStreamingTablename + ` LIMIT 2`,
+		`DELETE FROM ` + testExecuteSelectStreamingTablename + ` WHERE id=999`,
+		`THIS IS BOGUS()`,
+	}
+
+	count := 0
+	result, err := s.c.ExecuteMultiple(strings.Join(queries, "; "), func(result *mysql.Result, err error) {
+		switch count {
+		// the INSERT/DELETE query have no resultset, but should have set affectedrows
+		// the err should be nil
+		// also, since this is not the last query, the SERVER_MORE_RESULTS_EXISTS
+		// flag should be set
+		case 0, 2:
+			c.Assert(result.Status&mysql.SERVER_MORE_RESULTS_EXISTS, Not(Equals), 0)
+			c.Assert(result.Resultset, IsNil)
+			c.Assert(result.AffectedRows, Equals, uint64(1))
+			c.Assert(err, IsNil)
+		case 1:
+			// the SELECT query should have an resultset
+			// still not the last query, flag should be set
+			c.Assert(result.Status&mysql.SERVER_MORE_RESULTS_EXISTS, Not(Equals), 0)
+			c.Assert(result.Resultset, NotNil)
+			c.Assert(err, IsNil)
+		case 3:
+			// this query is obviously bogus so the error should be non-nil
+			c.Assert(result, IsNil)
+			c.Assert(err, NotNil)
+		}
+		count++
+	})
+
+	c.Assert(count, Equals, 4)
+	c.Assert(err, IsNil)
+	c.Assert(result.StreamingDone, Equals, true)
+	c.Assert(result.Streaming, Equals, mysql.StreamingMultiple)
+}
+
 func (s *connTestSuite) TestExecuteSelectStreaming(c *C) {
 	var (
 		expectedRowId                int64
diff --git a/client/resp.go b/client/resp.go
index 21d45dab7..0f5215ebf 100644
--- a/client/resp.go
+++ b/client/resp.go
@@ -309,7 +309,7 @@ func (c *Conn) readResultsetStreaming(data []byte, binary bool, result *Result,
 	}
 
 	// this is a streaming resultset
-	result.Resultset.Streaming = true
+	result.Resultset.Streaming = StreamingSelect
 
 	if err := c.readResultColumns(result); err != nil {
 		return errors.Trace(err)
diff --git a/mysql/resultset.go b/mysql/resultset.go
index c3ad7ef1b..d90796b83 100644
--- a/mysql/resultset.go
+++ b/mysql/resultset.go
@@ -9,6 +9,19 @@ import (
 	"github.com/siddontang/go/hack"
 )
 
+type StreamingType int
+
+const (
+	// StreamingNone means there is no streaming
+	StreamingNone StreamingType = iota
+	// StreamingSelect is used with select queries for which each result is
+	// directly returned to the client
+	StreamingSelect
+	// StreamingMultiple is used when multiple queries are given at once
+	// usually in combination with SERVER_MORE_RESULTS_EXISTS flag set
+	StreamingMultiple
+)
+
 type Resultset struct {
 	Fields     []*Field
 	FieldNames map[string]int
@@ -18,7 +31,7 @@ type Resultset struct {
 
 	RowDatas []RowData
 
-	Streaming     bool
+	Streaming     StreamingType
 	StreamingDone bool
 }
 
diff --git a/server/resp.go b/server/resp.go
index 63c64bdea..35b742e9c 100644
--- a/server/resp.go
+++ b/server/resp.go
@@ -119,8 +119,15 @@ func (c *Conn) writeResultset(r *Resultset) error {
 	// for a streaming resultset, that handled rowdata separately in a callback
 	// of type SelectPerRowCallback, we can suffice by ending the stream with
 	// an EOF
+	// when streaming multiple queries, no EOF has to be sent, all results should've
+	// been taken care of already in the user-defined callback
 	if r.StreamingDone {
-		return c.writeEOF()
+		switch r.Streaming {
+		case StreamingMultiple:
+			return nil
+		case StreamingSelect:
+			return c.writeEOF()
+		}
 	}
 
 	columnLen := PutLengthEncodedInt(uint64(len(r.Fields)))
@@ -136,9 +143,9 @@ func (c *Conn) writeResultset(r *Resultset) error {
 		return err
 	}
 
-	// streaming resultsets handle rowdata in a separate callback of type
+	// streaming select resultsets handle rowdata in a separate callback of type
 	// SelectPerRowCallback so we're done here
-	if r.Streaming {
+	if r.Streaming == StreamingSelect {
 		return nil
 	}