diff --git a/go.mod b/go.mod
index 64ea0f3..6614a35 100644
--- a/go.mod
+++ b/go.mod
@@ -14,7 +14,7 @@ require (
 	github.com/emersion/go-sasl v0.0.0-20200509203442-7bfe0ed36a21
 	github.com/emersion/go-smtp v0.13.0
 	github.com/emersion/go-vcard v0.0.0-20200508080525-dd3110a24ec2
-	github.com/emersion/go-webdav v0.3.0
+	github.com/emersion/go-webdav v0.3.1-0.20200513144525-a4e0e8100397
 	github.com/google/uuid v1.1.1
 	github.com/gorilla/css v1.0.0 // indirect
 	github.com/labstack/echo/v4 v4.1.16
diff --git a/go.sum b/go.sum
index b6c2975..8a191bb 100644
--- a/go.sum
+++ b/go.sum
@@ -40,8 +40,8 @@ github.com/emersion/go-vcard v0.0.0-20191221110513-5f81fa0d3cc7 h1:SE+tcd+0kn0cT
 github.com/emersion/go-vcard v0.0.0-20191221110513-5f81fa0d3cc7/go.mod h1:HMJKR5wlh/ziNp+sHEDV2ltblO4JD2+IdDOWtGcQBTM=
 github.com/emersion/go-vcard v0.0.0-20200508080525-dd3110a24ec2 h1:g1RgqggIPPkEBubnOxAbIglxjMsP0aHPO2ryigBHu2s=
 github.com/emersion/go-vcard v0.0.0-20200508080525-dd3110a24ec2/go.mod h1:HMJKR5wlh/ziNp+sHEDV2ltblO4JD2+IdDOWtGcQBTM=
-github.com/emersion/go-webdav v0.3.0 h1:I1J9xf7fa1NxXFWCKyN5Ju3Sa3jJeNMI3uJQKHYg0SY=
-github.com/emersion/go-webdav v0.3.0/go.mod h1:uSM1VveeKtogBVWaYccTksToczooJ0rrVGNsgnDsr4Q=
+github.com/emersion/go-webdav v0.3.1-0.20200513144525-a4e0e8100397 h1:XVnGMemAywvBnsUAIsx4v+avxzauS00Mf9l9oM9olFc=
+github.com/emersion/go-webdav v0.3.1-0.20200513144525-a4e0e8100397/go.mod h1:uSM1VveeKtogBVWaYccTksToczooJ0rrVGNsgnDsr4Q=
 github.com/google/uuid v1.1.1 h1:Gkbcsh/GbpXz7lPftLA3P6TYMwjCLYm83jiFQZF/3gY=
 github.com/google/uuid v1.1.1/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
 github.com/gorilla/css v1.0.0 h1:BQqNyPTi50JCFMTw/b67hByjMVXZRwGha6wxVGkeihY=
diff --git a/plugins/caldav/public/calendar.html b/plugins/caldav/public/calendar.html
index 7787bb1..8a0a390 100644
--- a/plugins/caldav/public/calendar.html
+++ b/plugins/caldav/public/calendar.html
@@ -14,7 +14,7 @@
     {{range .Events}}
       {{$event := index .Data.Events 0}}
       <li>
-        <a href="/calendar/{{$event.Props.Text "UID" | pathescape}}">{{$event.Props.Text "SUMMARY"}}</a>
+        <a href="/calendar/{{$event.Path | pathescape}}">{{$event.Props.Text "SUMMARY"}}</a>
         ({{$event.DateTimeStart nil | formatdate}} — {{$event.DateTimeEnd nil | formatdate}})
       </li>
     {{end}}
diff --git a/plugins/caldav/routes.go b/plugins/caldav/routes.go
index ee18574..9fb9db3 100644
--- a/plugins/caldav/routes.go
+++ b/plugins/caldav/routes.go
@@ -8,6 +8,7 @@ import (
 
 	"git.sr.ht/~emersion/alps"
 	"github.com/emersion/go-webdav/caldav"
+	"github.com/labstack/echo/v4"
 )
 
 type CalendarRenderData struct {
@@ -26,6 +27,15 @@ type EventRenderData struct {
 
 var monthPageLayout = "2006-01"
 
+func parseObjectPath(s string) (string, error) {
+	p, err := url.PathUnescape(s)
+	if err != nil {
+		err = fmt.Errorf("failed to parse path: %v", err)
+		return "", echo.NewHTTPError(http.StatusBadRequest, err)
+	}
+	return string(p), nil
+}
+
 func registerRoutes(p *alps.GoPlugin, u *url.URL) {
 	p.GET("/calendar", func(ctx *alps.Context) error {
 		var start time.Time
@@ -86,15 +96,23 @@ func registerRoutes(p *alps.GoPlugin, u *url.URL) {
 		})
 	})
 
-	p.GET("/calendar/:uid", func(ctx *alps.Context) error {
-		uid := ctx.Param("uid")
+	p.GET("/calendar/:path", func(ctx *alps.Context) error {
+		path, err := parseObjectPath(ctx.Param("path"))
+		if err != nil {
+			return err
+		}
+
+		c, err := newClient(u, ctx.Session)
+		if err != nil {
+			return err
+		}
 
 		c, calendar, err := getCalendar(u, ctx.Session)
 		if err != nil {
 			return err
 		}
 
-		query := caldav.CalendarQuery{
+		multiGet := caldav.CalendarMultiGet{
 			CompRequest: caldav.CalendarCompRequest{
 				Name:  "VCALENDAR",
 				Props: []string{"VERSION"},
@@ -110,23 +128,14 @@ func registerRoutes(p *alps.GoPlugin, u *url.URL) {
 					},
 				}},
 			},
-			CompFilter: caldav.CompFilter{
-				Name: "VCALENDAR",
-				Comps: []caldav.CompFilter{{
-					Name: "VEVENT",
-					Props: []caldav.PropFilter{{
-						Name:      "UID",
-						TextMatch: &caldav.TextMatch{Text: uid},
-					}},
-				}},
-			},
 		}
-		events, err := c.QueryCalendar(calendar.Path, &query)
+
+		events, err := c.MultiGetCalendar(path, &multiGet)
 		if err != nil {
-			return fmt.Errorf("failed to query calendar: %v", err)
+			return fmt.Errorf("failed to multi-get calendar: %v", err)
 		}
 		if len(events) != 1 {
-			return fmt.Errorf("expected exactly one calendar object with UID %q, got %v", uid, len(events))
+			return fmt.Errorf("expected exactly one calendar object with path %q, got %v", path, len(events))
 		}
 		event := &events[0]