diff --git a/pkg/httplib/filter/opentracing/filter.go b/pkg/httplib/filter/opentracing/filter.go
new file mode 100644
index 00000000..5f409c63
--- /dev/null
+++ b/pkg/httplib/filter/opentracing/filter.go
@@ -0,0 +1,77 @@
+// Copyright 2020 beego 
+//
+// Licensed 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 opentracing
+
+import (
+	"context"
+	"net/http"
+	"strconv"
+
+	logKit "github.com/go-kit/kit/log"
+	opentracingKit "github.com/go-kit/kit/tracing/opentracing"
+	"github.com/opentracing/opentracing-go"
+	"github.com/opentracing/opentracing-go/log"
+
+	"github.com/astaxie/beego/pkg/httplib"
+)
+
+type FilterChainBuilder struct {
+	// CustomSpanFunc users are able to custom their span
+	CustomSpanFunc func(span opentracing.Span, ctx context.Context,
+		req *httplib.BeegoHTTPRequest, resp *http.Response, err error)
+}
+
+func (builder *FilterChainBuilder) FilterChain(next httplib.Filter) httplib.Filter {
+
+	return func(ctx context.Context, req *httplib.BeegoHTTPRequest) (*http.Response, error) {
+
+		method := req.GetRequest().Method
+		host := req.GetRequest().URL.Host
+		path := req.GetRequest().URL.Path
+
+		proto := req.GetRequest().Proto
+
+		scheme := req.GetRequest().URL.Scheme
+
+		operationName := host + path + "#" + method
+		span, spanCtx := opentracing.StartSpanFromContext(ctx, operationName)
+		defer span.Finish()
+
+		inject := opentracingKit.ContextToHTTP(opentracing.GlobalTracer(), logKit.NewNopLogger())
+		inject(spanCtx, req.GetRequest())
+		resp, err := next(spanCtx, req)
+
+		if resp != nil {
+			span.SetTag("status", strconv.Itoa(resp.StatusCode))
+		}
+
+		span.SetTag("method", method)
+		span.SetTag("host", host)
+		span.SetTag("path", path)
+		span.SetTag("proto", proto)
+		span.SetTag("scheme", scheme)
+
+		span.LogFields(log.String("url", req.GetRequest().URL.String()))
+
+		if err != nil {
+			span.LogFields(log.String("error", err.Error()))
+		}
+
+		if builder.CustomSpanFunc != nil {
+			builder.CustomSpanFunc(span, ctx, req, resp, err)
+		}
+		return resp, err
+	}
+}
diff --git a/pkg/httplib/filter/opentracing/filter_test.go b/pkg/httplib/filter/opentracing/filter_test.go
new file mode 100644
index 00000000..aa687541
--- /dev/null
+++ b/pkg/httplib/filter/opentracing/filter_test.go
@@ -0,0 +1,42 @@
+// Copyright 2020 beego 
+//
+// Licensed 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 opentracing
+
+import (
+	"context"
+	"errors"
+	"net/http"
+	"testing"
+	"time"
+
+	"github.com/stretchr/testify/assert"
+
+	"github.com/astaxie/beego/pkg/httplib"
+)
+
+func TestFilterChainBuilder_FilterChain(t *testing.T) {
+	next := func(ctx context.Context, req *httplib.BeegoHTTPRequest) (*http.Response, error) {
+		time.Sleep(100 * time.Millisecond)
+		return &http.Response{
+			StatusCode: 404,
+		}, errors.New("hello")
+	}
+	builder := &FilterChainBuilder{}
+	filter := builder.FilterChain(next)
+	req := httplib.Get("https://github.com/notifications?query=repo%3Aastaxie%2Fbeego")
+	resp, err := filter(context.Background(), req)
+	assert.NotNil(t, resp)
+	assert.NotNil(t, err)
+}
diff --git a/pkg/web/filter/opentracing/filter.go b/pkg/web/filter/opentracing/filter.go
index 82d0f719..822d5e4d 100644
--- a/pkg/web/filter/opentracing/filter.go
+++ b/pkg/web/filter/opentracing/filter.go
@@ -15,24 +15,39 @@
 package opentracing
 
 import (
+	"context"
+
+	logKit "github.com/go-kit/kit/log"
+	opentracingKit "github.com/go-kit/kit/tracing/opentracing"
 	"github.com/opentracing/opentracing-go"
 
 	beego "github.com/astaxie/beego/pkg"
-	"github.com/astaxie/beego/pkg/context"
+	beegoCtx "github.com/astaxie/beego/pkg/context"
 )
 
 // FilterChainBuilder provides an extension point that we can support more configurations if necessary
 type FilterChainBuilder struct {
 	// CustomSpanFunc makes users to custom the span.
-	CustomSpanFunc func(span opentracing.Span, ctx *context.Context)
+	CustomSpanFunc func(span opentracing.Span, ctx *beegoCtx.Context)
 }
 
 
 func (builder *FilterChainBuilder) FilterChain(next beego.FilterFunc) beego.FilterFunc {
-	return func(ctx *context.Context) {
+	return func(ctx *beegoCtx.Context) {
+		var (
+			spanCtx context.Context
+			span    opentracing.Span
+		)
 		operationName := builder.operationName(ctx)
 
-		span, spanCtx := opentracing.StartSpanFromContext(ctx.Request.Context(), operationName)
+		if preSpan := opentracing.SpanFromContext(ctx.Request.Context()); preSpan == nil {
+			inject := opentracingKit.HTTPToContext(opentracing.GlobalTracer(), operationName, logKit.NewNopLogger())
+			spanCtx = inject(ctx.Request.Context(), ctx.Request)
+			span = opentracing.SpanFromContext(spanCtx)
+		} else {
+			span, spanCtx = opentracing.StartSpanFromContext(ctx.Request.Context(), operationName)
+		}
+
 		defer span.Finish()
 
 		newReq := ctx.Request.Clone(spanCtx)
@@ -49,7 +64,7 @@ func (builder *FilterChainBuilder) FilterChain(next beego.FilterFunc) beego.Filt
 	}
 }
 
-func (builder *FilterChainBuilder) operationName(ctx *context.Context) string {
+func (builder *FilterChainBuilder) operationName(ctx *beegoCtx.Context) string {
 	operationName := ctx.Input.URL()
 	// it means that there is not any span, so we create a span as the root span.
 	// TODO, if we support multiple servers, this need to be changed