diff --git a/CHANGELOG.asciidoc b/CHANGELOG.asciidoc
index 02eb63f79542..87103a952b2c 100644
--- a/CHANGELOG.asciidoc
+++ b/CHANGELOG.asciidoc
@@ -67,6 +67,7 @@ https://github.com/elastic/beats/compare/v5.0.0...master[Check the HEAD diff]
 - Add username and password config options to the PostgreSQL module. {pull}2889[2890]
 - Add system core metricset for Windows. {pull}2883[2883]
 - Add a sample Redis Kibana dashboard. {pull}2916[2916]
+- Add support for MongoDB 3.4 and WiredTiger metrics. {pull}2999[2999]
 
 *Packetbeat*
 - Define `client_geoip.location` as geo_point in the mappings to be used by the GeoIP processor in the Ingest Node pipeline.
diff --git a/metricbeat/_meta/kibana/index-pattern/metricbeat.json b/metricbeat/_meta/kibana/index-pattern/metricbeat.json
index f19761b42c48..c458cf570a15 100644
--- a/metricbeat/_meta/kibana/index-pattern/metricbeat.json
+++ b/metricbeat/_meta/kibana/index-pattern/metricbeat.json
@@ -1,6 +1,6 @@
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\"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.cpu.stats.periods\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.cpu.stats.throttled.periods\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.cpu.stats.throttled.ns\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.cpuacct.id\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"string\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.cpuacct.path\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"string\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.cpuacct.total.ns\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.cpuacct.stats.user.ns\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.cpuacct.stats.system.ns\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.cpuacct.percpu\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.id\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"string\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.path\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"string\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.mem.usage.bytes\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.mem.usage.max.bytes\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.mem.limit.bytes\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.mem.failures\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.memsw.usage.bytes\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.memsw.usage.max.bytes\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.memsw.limit.bytes\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.memsw.failures\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.kmem.usage.bytes\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.kmem.usage.max.bytes\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.kmem.limit.bytes\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.kmem.failures\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.kmem_tcp.usage.bytes\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.kmem_tcp.usage.max.bytes\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.kmem_tcp.limit.bytes\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.kmem_tcp.failures\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.stats.active_anon.bytes\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.stats.active_file.bytes\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.stats.cache.bytes\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.stats.hierarchical_memory_limit.bytes\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.stats.hierarchical_memsw_limit.bytes\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.stats.inactive_anon.bytes\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.stats.inactive_file.bytes\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.stats.mapped_file.bytes\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.stats.page_faults\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.stats.major_page_faults\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.stats.pages_in\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.stats.pages_out\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.stats.rss.bytes\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.stats.rss_huge.bytes\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.stats.swap.bytes\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.memory.stats.unevictable.bytes\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.blkio.id\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"string\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.blkio.path\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"string\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.blkio.total.bytes\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"system.process.cgroup.blkio.total.ios\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"zookeeper.mntr.hostname\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"string\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"zookeeper.mntr.approximate_data_size\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"zookeeper.mntr.latency.avg\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"zookeeper.mntr.ephemerals_count\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"zookeeper.mntr.followers\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"zookeeper.mntr.max_file_descriptor_count\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"zookeeper.mntr.latency.max\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"zookeeper.mntr.latency.min\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"zookeeper.mntr.num_alive_connections\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"zookeeper.mntr.open_file_descriptor_count\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"zookeeper.mntr.outstanding_requests\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"zookeeper.mntr.packets.received\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"zookeeper.mntr.packets.sent\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"zookeeper.mntr.pending_syncs\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"zookeeper.mntr.server_state\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"string\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"zookeeper.mntr.synced_followers\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"zookeeper.mntr.version\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"string\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"zookeeper.mntr.watch_count\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}, {\"count\": 0, \"analyzed\": false, \"aggregatable\": true, \"name\": \"zookeeper.mntr.znode_count\", \"searchable\": true, \"indexed\": true, \"doc_values\": true, \"type\": \"number\", \"scripted\": false}]", 
+  "fieldFormatMap": "{\"system.filesystem.used.pct\": {\"id\": \"percent\"}, \"system.cpu.nice.pct\": {\"id\": \"percent\"}, \"system.process.memory.share\": {\"id\": \"bytes\"}, \"docker.memory.usage.total\": {\"id\": \"bytes\"}, \"system.core.nice.pct\": {\"id\": \"percent\"}, \"system.memory.actual.used.bytes\": {\"id\": \"bytes\"}, \"system.cpu.irq.pct\": {\"id\": \"percent\"}, \"system.process.cgroup.memory.stats.cache.bytes\": {\"id\": \"bytes\"}, \"mongodb.status.wired_tiger.cache.used.bytes\": {\"id\": \"bytes\"}, \"mongodb.status.wired_tiger.log.max_file_size.bytes\": {\"id\": \"bytes\"}, \"system.core.idle.pct\": {\"id\": \"percent\"}, \"system.process.cgroup.memory.stats.active_anon.bytes\": {\"id\": \"bytes\"}, \"system.core.user.pct\": {\"id\": \"percent\"}, \"system.process.cgroup.memory.mem.usage.max.bytes\": {\"id\": \"bytes\"}, \"system.network.in.bytes\": {\"id\": \"bytes\"}, \"system.process.cgroup.memory.stats.mapped_file.bytes\": {\"id\": \"bytes\"}, \"system.memory.used.pct\": {\"id\": \"percent\"}, \"system.process.cpu.total.pct\": {\"id\": \"percent\"}, \"system.filesystem.total\": {\"id\": \"bytes\"}, \"system.memory.free\": {\"id\": \"bytes\"}, \"system.process.cgroup.memory.stats.active_file.bytes\": {\"id\": \"bytes\"}, \"system.process.cgroup.memory.kmem.limit.bytes\": {\"id\": \"bytes\"}, \"system.memory.total\": {\"id\": \"bytes\"}, \"redis.info.memory.used.lua\": {\"id\": \"bytes\"}, \"system.memory.swap.free\": {\"id\": \"bytes\"}, \"mongodb.status.wired_tiger.cache.maximum.bytes\": {\"id\": \"bytes\"}, \"system.process.cgroup.memory.stats.hierarchical_memsw_limit.bytes\": {\"id\": \"bytes\"}, \"system.fsstat.total_size.total\": {\"id\": \"bytes\"}, \"system.process.cgroup.memory.kmem_tcp.limit.bytes\": {\"id\": \"bytes\"}, \"system.core.system.pct\": {\"id\": \"percent\"}, \"system.filesystem.free\": {\"id\": \"bytes\"}, \"@timestamp\": {\"id\": \"date\"}, \"system.process.cgroup.memory.stats.inactive_anon.bytes\": {\"id\": \"bytes\"}, \"mysql.status.bytes.received\": {\"id\": \"bytes\"}, \"system.process.cgroup.memory.kmem.usage.bytes\": {\"id\": \"bytes\"}, \"system.process.cgroup.memory.memsw.limit.bytes\": {\"id\": \"bytes\"}, \"haproxy.info.idle_pct\": {\"id\": \"percent\"}, \"system.process.cgroup.memory.kmem_tcp.usage.bytes\": {\"id\": \"bytes\"}, \"system.core.iowait.pct\": {\"id\": \"percent\"}, \"system.process.cgroup.memory.stats.hierarchical_memory_limit.bytes\": {\"id\": \"bytes\"}, \"system.memory.used.bytes\": {\"id\": \"bytes\"}, \"system.diskio.read.bytes\": {\"id\": \"bytes\"}, \"mongodb.status.wired_tiger.cache.dirty.bytes\": {\"id\": \"bytes\"}, \"system.process.cgroup.memory.mem.limit.bytes\": {\"id\": \"bytes\"}, \"docker.memory.limit\": {\"id\": \"bytes\"}, \"system.fsstat.total_size.used\": {\"id\": \"bytes\"}, \"system.memory.swap.total\": {\"id\": \"bytes\"}, \"docker.memory.rss.total\": {\"id\": \"bytes\"}, \"mongodb.status.network.out.bytes\": {\"id\": \"bytes\"}, \"mongodb.status.network.in.bytes\": {\"id\": \"bytes\"}, \"system.memory.swap.used.pct\": {\"id\": \"percent\"}, \"system.cpu.user.pct\": {\"id\": \"percent\"}, \"system.memory.actual.used.pct\": {\"id\": \"percent\"}, \"system.cpu.system.pct\": {\"id\": \"percent\"}, \"docker.network.in.bytes\": {\"id\": \"bytes\"}, \"system.core.irq.pct\": {\"id\": \"percent\"}, \"system.cpu.softirq.pct\": {\"id\": \"percent\"}, \"system.process.memory.rss.pct\": {\"id\": \"percent\"}, \"mysql.status.bytes.sent\": {\"id\": \"bytes\"}, \"system.process.cgroup.memory.mem.usage.bytes\": {\"id\": \"bytes\"}, \"system.core.steal.pct\": {\"id\": \"percent\"}, \"system.cpu.steal.pct\": {\"id\": \"percent\"}, \"system.process.cgroup.memory.kmem_tcp.usage.max.bytes\": {\"id\": \"bytes\"}, \"system.cpu.iowait.pct\": {\"id\": \"percent\"}, \"system.memory.swap.used.bytes\": {\"id\": \"bytes\"}, \"system.process.cgroup.memory.stats.rss_huge.bytes\": {\"id\": \"bytes\"}, \"system.process.cgroup.memory.memsw.usage.bytes\": {\"id\": \"bytes\"}, \"system.filesystem.used.bytes\": {\"id\": \"bytes\"}, \"system.diskio.write.bytes\": {\"id\": \"bytes\"}, \"redis.info.memory.used.peak\": {\"id\": \"bytes\"}, \"system.process.memory.size\": {\"id\": \"bytes\"}, \"system.process.cgroup.memory.stats.inactive_file.bytes\": {\"id\": \"bytes\"}, \"docker.network.out.bytes\": {\"id\": \"bytes\"}, \"mongodb.status.extra_info.heap_usage.bytes\": {\"id\": \"bytes\"}, \"system.process.cgroup.memory.stats.swap.bytes\": {\"id\": \"bytes\"}, \"system.cpu.idle.pct\": {\"id\": \"percent\"}, \"system.filesystem.available\": {\"id\": \"bytes\"}, \"system.process.cgroup.memory.stats.unevictable.bytes\": {\"id\": \"bytes\"}, \"mongodb.status.wired_tiger.log.write.bytes\": {\"id\": \"bytes\"}, \"system.process.cgroup.memory.kmem.usage.max.bytes\": {\"id\": \"bytes\"}, \"system.process.cgroup.memory.stats.rss.bytes\": {\"id\": \"bytes\"}, \"system.process.memory.rss.bytes\": {\"id\": \"bytes\"}, \"haproxy.info.mem_max_bytes\": {\"id\": \"bytes\"}, \"system.process.cgroup.memory.memsw.usage.max.bytes\": {\"id\": \"bytes\"}, \"system.network.out.bytes\": {\"id\": \"bytes\"}, \"system.process.cgroup.blkio.total.bytes\": {\"id\": \"bytes\"}, \"mongodb.status.wired_tiger.log.size.bytes\": {\"id\": \"bytes\"}, \"redis.info.memory.used.value\": {\"id\": \"bytes Used memory.\"}, \"system.core.softirq.pct\": {\"id\": \"percent\"}, \"redis.info.memory.used.rss\": {\"id\": \"bytes\"}, \"system.fsstat.total_size.free\": {\"id\": \"bytes\"}, \"system.memory.actual.free\": {\"id\": \"bytes\"}, \"docker.memory.usage.max\": {\"id\": \"bytes\"}}", 
   "timeFieldName": "@timestamp", 
   "title": "metricbeat-*"
 }
\ No newline at end of file
diff --git a/metricbeat/docker-compose.yml b/metricbeat/docker-compose.yml
index 556a536c87e8..daeb94450d38 100644
--- a/metricbeat/docker-compose.yml
+++ b/metricbeat/docker-compose.yml
@@ -55,7 +55,7 @@ services:
     build: ${PWD}/module/beats/filebeat/_meta
 
   mongodb:
-    image: mongo:3.0
+    image: mongo:3.4
 
   mysql:
     image: mysql:5.7.12
diff --git a/metricbeat/docs/fields.asciidoc b/metricbeat/docs/fields.asciidoc
index ad3c7006e94f..53060bffd97b 100644
--- a/metricbeat/docs/fields.asciidoc
+++ b/metricbeat/docs/fields.asciidoc
@@ -2661,6 +2661,198 @@ type: keyword
 A string that represents the name of the current storage engine.
 
 
+[float]
+== wired_tiger Fields
+
+Statistics about the WiredTiger storage engine.
+
+
+
+[float]
+== concurrent_transactions Fields
+
+Statistics about the transactions currently in progress.
+
+
+
+[float]
+=== mongodb.status.wired_tiger.concurrent_transactions.write.out
+
+type: long
+
+Number of concurrent write transaction in progress.
+
+
+[float]
+=== mongodb.status.wired_tiger.concurrent_transactions.write.available
+
+type: long
+
+Number of concurrent write tickets available.
+
+
+[float]
+=== mongodb.status.wired_tiger.concurrent_transactions.write.total_tickets
+
+type: long
+
+Number of total write tickets.
+
+
+[float]
+=== mongodb.status.wired_tiger.concurrent_transactions.read.out
+
+type: long
+
+Number of concurrent read transaction in progress.
+
+
+[float]
+=== mongodb.status.wired_tiger.concurrent_transactions.read.available
+
+type: long
+
+Number of concurrent read tickets available.
+
+
+[float]
+=== mongodb.status.wired_tiger.concurrent_transactions.read.total_tickets
+
+type: long
+
+Number of total read tickets.
+
+
+[float]
+== cache Fields
+
+Statistics about the cache and page evictions from the cache.
+
+
+
+[float]
+=== mongodb.status.wired_tiger.cache.maximum.bytes
+
+type: long
+
+format: bytes
+
+Maximum cache size.
+
+
+[float]
+=== mongodb.status.wired_tiger.cache.used.bytes
+
+type: long
+
+format: bytes
+
+Size in byte of the data currently in cache.
+
+
+[float]
+=== mongodb.status.wired_tiger.cache.dirty.bytes
+
+type: long
+
+format: bytes
+
+Size in bytes of the dirty data in the cache.
+
+
+[float]
+=== mongodb.status.wired_tiger.cache.pages.read
+
+type: long
+
+Number of pages read into the cache.
+
+
+[float]
+=== mongodb.status.wired_tiger.cache.pages.write
+
+type: long
+
+Number of pages written from the cache.
+
+
+[float]
+=== mongodb.status.wired_tiger.cache.pages.evicted
+
+type: long
+
+Number of pages evicted from the cache.
+
+
+[float]
+== log Fields
+
+Statistics about the write ahead log used by WiredTiger.
+
+
+
+[float]
+=== mongodb.status.wired_tiger.log.size.bytes
+
+type: long
+
+format: bytes
+
+Total log size in bytes.
+
+
+[float]
+=== mongodb.status.wired_tiger.log.write.bytes
+
+type: long
+
+format: bytes
+
+Number of bytes written into the log.
+
+
+[float]
+=== mongodb.status.wired_tiger.log.max_file_size.bytes
+
+type: long
+
+format: bytes
+
+Maximum file size.
+
+
+[float]
+=== mongodb.status.wired_tiger.log.flushes
+
+type: long
+
+Number of flush operations.
+
+
+[float]
+=== mongodb.status.wired_tiger.log.writes
+
+type: long
+
+Number of write operations.
+
+
+[float]
+=== mongodb.status.wired_tiger.log.scans
+
+type: long
+
+Number of scan operations.
+
+
+[float]
+=== mongodb.status.wired_tiger.log.syncs
+
+type: long
+
+Number of sync operations.
+
+
 [[exported-fields-mysql]]
 == MySQL Fields
 
diff --git a/metricbeat/docs/modules/mongodb.asciidoc b/metricbeat/docs/modules/mongodb.asciidoc
index 9ee1239840eb..48ce03cd9165 100644
--- a/metricbeat/docs/modules/mongodb.asciidoc
+++ b/metricbeat/docs/modules/mongodb.asciidoc
@@ -52,7 +52,7 @@ To prevent sending username and password the config options `username` and
 [float]
 === Compatibility
 
-The MongoDB metricsets were tested with MongoDB 3.0 and are expected to work with all versions >= 2.8.
+The MongoDB metricsets were tested with MongoDB 3.4 and 3.0 and are expected to work with all versions >= 2.8.
 
 
 [float]
diff --git a/metricbeat/metricbeat.template-es2x.json b/metricbeat/metricbeat.template-es2x.json
index 4644afbcca1b..3a22f82942eb 100644
--- a/metricbeat/metricbeat.template-es2x.json
+++ b/metricbeat/metricbeat.template-es2x.json
@@ -1265,6 +1265,115 @@
                   "index": "not_analyzed",
                   "type": "string"
                 },
+                "wired_tiger": {
+                  "properties": {
+                    "cache": {
+                      "properties": {
+                        "dirty": {
+                          "properties": {
+                            "bytes": {
+                              "type": "long"
+                            }
+                          }
+                        },
+                        "maximum": {
+                          "properties": {
+                            "bytes": {
+                              "type": "long"
+                            }
+                          }
+                        },
+                        "pages": {
+                          "properties": {
+                            "evicted": {
+                              "type": "long"
+                            },
+                            "read": {
+                              "type": "long"
+                            },
+                            "write": {
+                              "type": "long"
+                            }
+                          }
+                        },
+                        "used": {
+                          "properties": {
+                            "bytes": {
+                              "type": "long"
+                            }
+                          }
+                        }
+                      }
+                    },
+                    "concurrent_transactions": {
+                      "properties": {
+                        "read": {
+                          "properties": {
+                            "available": {
+                              "type": "long"
+                            },
+                            "out": {
+                              "type": "long"
+                            },
+                            "total_tickets": {
+                              "type": "long"
+                            }
+                          }
+                        },
+                        "write": {
+                          "properties": {
+                            "available": {
+                              "type": "long"
+                            },
+                            "out": {
+                              "type": "long"
+                            },
+                            "total_tickets": {
+                              "type": "long"
+                            }
+                          }
+                        }
+                      }
+                    },
+                    "log": {
+                      "properties": {
+                        "flushes": {
+                          "type": "long"
+                        },
+                        "max_file_size": {
+                          "properties": {
+                            "bytes": {
+                              "type": "long"
+                            }
+                          }
+                        },
+                        "scans": {
+                          "type": "long"
+                        },
+                        "size": {
+                          "properties": {
+                            "bytes": {
+                              "type": "long"
+                            }
+                          }
+                        },
+                        "syncs": {
+                          "type": "long"
+                        },
+                        "write": {
+                          "properties": {
+                            "bytes": {
+                              "type": "long"
+                            }
+                          }
+                        },
+                        "writes": {
+                          "type": "long"
+                        }
+                      }
+                    }
+                  }
+                },
                 "write_backs_queued": {
                   "type": "boolean"
                 }
diff --git a/metricbeat/metricbeat.template.json b/metricbeat/metricbeat.template.json
index 0b6f484ed859..068dd36f58e2 100644
--- a/metricbeat/metricbeat.template.json
+++ b/metricbeat/metricbeat.template.json
@@ -1256,6 +1256,115 @@
                   "ignore_above": 1024,
                   "type": "keyword"
                 },
+                "wired_tiger": {
+                  "properties": {
+                    "cache": {
+                      "properties": {
+                        "dirty": {
+                          "properties": {
+                            "bytes": {
+                              "type": "long"
+                            }
+                          }
+                        },
+                        "maximum": {
+                          "properties": {
+                            "bytes": {
+                              "type": "long"
+                            }
+                          }
+                        },
+                        "pages": {
+                          "properties": {
+                            "evicted": {
+                              "type": "long"
+                            },
+                            "read": {
+                              "type": "long"
+                            },
+                            "write": {
+                              "type": "long"
+                            }
+                          }
+                        },
+                        "used": {
+                          "properties": {
+                            "bytes": {
+                              "type": "long"
+                            }
+                          }
+                        }
+                      }
+                    },
+                    "concurrent_transactions": {
+                      "properties": {
+                        "read": {
+                          "properties": {
+                            "available": {
+                              "type": "long"
+                            },
+                            "out": {
+                              "type": "long"
+                            },
+                            "total_tickets": {
+                              "type": "long"
+                            }
+                          }
+                        },
+                        "write": {
+                          "properties": {
+                            "available": {
+                              "type": "long"
+                            },
+                            "out": {
+                              "type": "long"
+                            },
+                            "total_tickets": {
+                              "type": "long"
+                            }
+                          }
+                        }
+                      }
+                    },
+                    "log": {
+                      "properties": {
+                        "flushes": {
+                          "type": "long"
+                        },
+                        "max_file_size": {
+                          "properties": {
+                            "bytes": {
+                              "type": "long"
+                            }
+                          }
+                        },
+                        "scans": {
+                          "type": "long"
+                        },
+                        "size": {
+                          "properties": {
+                            "bytes": {
+                              "type": "long"
+                            }
+                          }
+                        },
+                        "syncs": {
+                          "type": "long"
+                        },
+                        "write": {
+                          "properties": {
+                            "bytes": {
+                              "type": "long"
+                            }
+                          }
+                        },
+                        "writes": {
+                          "type": "long"
+                        }
+                      }
+                    }
+                  }
+                },
                 "write_backs_queued": {
                   "type": "boolean"
                 }
diff --git a/metricbeat/module/mongodb/_meta/docs.asciidoc b/metricbeat/module/mongodb/_meta/docs.asciidoc
index 4e14b7eba937..c16f66a47813 100644
--- a/metricbeat/module/mongodb/_meta/docs.asciidoc
+++ b/metricbeat/module/mongodb/_meta/docs.asciidoc
@@ -47,4 +47,4 @@ To prevent sending username and password the config options `username` and
 [float]
 === Compatibility
 
-The MongoDB metricsets were tested with MongoDB 3.0 and are expected to work with all versions >= 2.8.
+The MongoDB metricsets were tested with MongoDB 3.4 and 3.0 and are expected to work with all versions >= 2.8.
diff --git a/metricbeat/module/mongodb/status/_meta/fields.yml b/metricbeat/module/mongodb/status/_meta/fields.yml
index 9ba8a48d0d90..6bb6b239a712 100644
--- a/metricbeat/module/mongodb/status/_meta/fields.yml
+++ b/metricbeat/module/mongodb/status/_meta/fields.yml
@@ -322,6 +322,109 @@
       description: >
         A string that represents the name of the current storage engine.
 
+    - name: wired_tiger
+      type: group
+      description: >
+        Statistics about the WiredTiger storage engine.
+      fields:
+        - name: concurrent_transactions
+          type: group
+          description: >
+            Statistics about the transactions currently in progress.
+          fields:
+            - name: write.out
+              type: long
+              description: >
+                Number of concurrent write transaction in progress.
+            - name: write.available
+              type: long
+              description: >
+                Number of concurrent write tickets available.
+            - name: write.total_tickets
+              type: long
+              description: >
+                Number of total write tickets.
+            - name: read.out
+              type: long
+              description: >
+                Number of concurrent read transaction in progress.
+            - name: read.available
+              type: long
+              description: >
+                Number of concurrent read tickets available.
+            - name: read.total_tickets
+              type: long
+              description: >
+                Number of total read tickets.
+        - name: cache
+          type: group
+          description: >
+            Statistics about the cache and page evictions from the cache.
+          fields:
+            - name: maximum.bytes
+              type: long
+              format: bytes
+              description: >
+                Maximum cache size.
+            - name: used.bytes
+              type: long
+              format: bytes
+              description: >
+                Size in byte of the data currently in cache.
+            - name: dirty.bytes
+              type: long
+              format: bytes
+              description: >
+                Size in bytes of the dirty data in the cache.
+            - name: pages.read
+              type: long
+              description: >
+                Number of pages read into the cache.
+            - name: pages.write
+              type: long
+              description: >
+                Number of pages written from the cache.
+            - name: pages.evicted
+              type: long
+              description: >
+                Number of pages evicted from the cache.
+        - name: log
+          type: group
+          description: >
+            Statistics about the write ahead log used by WiredTiger.
+          fields:
+            - name: size.bytes
+              type: long
+              format: bytes
+              description: >
+                Total log size in bytes.
+            - name: write.bytes
+              type: long
+              format: bytes
+              description: >
+                Number of bytes written into the log.
+            - name: max_file_size.bytes
+              type: long
+              format: bytes
+              description: >
+                Maximum file size.
+            - name: flushes
+              type: long
+              description: >
+                Number of flush operations.
+            - name: writes
+              type: long
+              description: >
+                Number of write operations.
+            - name: scans
+              type: long
+              description: >
+                Number of scan operations.
+            - name: syncs
+              type: long
+              description: >
+                Number of sync operations.
+
 
 
 
diff --git a/metricbeat/module/mongodb/status/data.go b/metricbeat/module/mongodb/status/data.go
index b743c3e55ef1..6a2ef0b0427f 100644
--- a/metricbeat/module/mongodb/status/data.go
+++ b/metricbeat/module/mongodb/status/data.go
@@ -11,7 +11,7 @@ var schema = s.Schema{
 		"ms": c.Int("uptimeMillis"),
 	},
 	"local_time":         c.Time("localTime"),
-	"write_backs_queued": c.Bool("writeBacksQueued"),
+	"write_backs_queued": c.Bool("writeBacksQueued", s.Optional),
 	"asserts": c.Dict("asserts", s.Schema{
 		"regular":   c.Int("regular"),
 		"warning":   c.Int("warning"),
@@ -31,7 +31,7 @@ var schema = s.Schema{
 			"ms": c.Int("last_ms"),
 		},
 		"last_finished": c.Time("last_finished"),
-	}),
+	}, c.DictOptional),
 	"connections": c.Dict("connections", s.Schema{
 		"current":       c.Int("current"),
 		"available":     c.Int("available"),
@@ -57,9 +57,9 @@ var schema = s.Schema{
 			"commits":               s.Object{"ms": c.Int("commits")},
 			"commits_in_write_lock": s.Object{"ms": c.Int("commitsInWriteLock")},
 		}),
-	}),
+	}, c.DictOptional),
 	"extra_info": c.Dict("extra_info", s.Schema{
-		"heap_usage":  s.Object{"bytes": c.Int("heap_usage_bytes")},
+		"heap_usage":  s.Object{"bytes": c.Int("heap_usage_bytes", s.Optional)},
 		"page_faults": c.Int("page_faults"),
 	}),
 	"network": c.Dict("network", s.Schema{
@@ -93,6 +93,41 @@ var schema = s.Schema{
 	"storage_engine": c.Dict("storageEngine", s.Schema{
 		"name": c.Str("name"),
 	}),
+	"wired_tiger": c.Dict("wiredTiger", wiredTigerSchema, c.DictOptional),
+}
+
+var wiredTigerSchema = s.Schema{
+	"concurrent_transactions": c.Dict("concurrentTransactions", s.Schema{
+		"write": c.Dict("write", s.Schema{
+			"out":           c.Int("out"),
+			"available":     c.Int("available"),
+			"total_tickets": c.Int("totalTickets"),
+		}),
+		"read": c.Dict("write", s.Schema{
+			"out":           c.Int("out"),
+			"available":     c.Int("available"),
+			"total_tickets": c.Int("totalTickets"),
+		}),
+	}),
+	"cache": c.Dict("cache", s.Schema{
+		"maximum": s.Object{"bytes": c.Int("maximum bytes configured")},
+		"used":    s.Object{"bytes": c.Int("bytes currently in the cache")},
+		"dirty":   s.Object{"bytes": c.Int("tracked dirty bytes in the cache")},
+		"pages": s.Object{
+			"read":    c.Int("pages read into cache"),
+			"write":   c.Int("pages written from cache"),
+			"evicted": c.Int("unmodified pages evicted"),
+		},
+	}),
+	"log": c.Dict("log", s.Schema{
+		"size":          s.Object{"bytes": c.Int("total log buffer size")},
+		"write":         s.Object{"bytes": c.Int("log bytes written")},
+		"max_file_size": s.Object{"bytes": c.Int("maximum log file size")},
+		"flushes":       c.Int("log flush operations"),
+		"writes":        c.Int("log write operations"),
+		"scans":         c.Int("log scan operations"),
+		"syncs":         c.Int("log sync operations"),
+	}),
 }
 
 var eventMapping = schema.Apply
diff --git a/metricbeat/module/mongodb/status/status_integration_test.go b/metricbeat/module/mongodb/status/status_integration_test.go
index 99a39d7fc09f..c86d850ababb 100644
--- a/metricbeat/module/mongodb/status/status_integration_test.go
+++ b/metricbeat/module/mongodb/status/status_integration_test.go
@@ -27,8 +27,8 @@ func TestFetch(t *testing.T) {
 	available := event["connections"].(common.MapStr)["available"].(int64)
 	assert.True(t, available > 0)
 
-	commits := event["journaling"].(common.MapStr)["commits"].(int64)
-	assert.True(t, commits >= 0)
+	pageFaults := event["extra_info"].(common.MapStr)["page_faults"].(int64)
+	assert.True(t, pageFaults >= 0)
 }
 
 func TestData(t *testing.T) {
diff --git a/metricbeat/schema/mapstriface/mapstriface.go b/metricbeat/schema/mapstriface/mapstriface.go
index 99733eb1bed0..8dd93ab06e91 100644
--- a/metricbeat/schema/mapstriface/mapstriface.go
+++ b/metricbeat/schema/mapstriface/mapstriface.go
@@ -65,15 +65,18 @@ import (
 )
 
 type ConvMap struct {
-	Key    string        // The key in the data map
-	Schema schema.Schema // The schema describing how to convert the sub-map
+	Key      string        // The key in the data map
+	Schema   schema.Schema // The schema describing how to convert the sub-map
+	Optional bool
 }
 
 // Map drills down in the data dictionary by using the key
 func (convMap ConvMap) Map(key string, event common.MapStr, data map[string]interface{}) {
 	subData, ok := data[convMap.Key].(map[string]interface{})
 	if !ok {
-		logp.Err("Error accessing sub-dictionary `%s`", convMap.Key)
+		if !convMap.Optional {
+			logp.Err("Error accessing sub-dictionary `%s`", convMap.Key)
+		}
 		return
 	}
 
@@ -82,14 +85,14 @@ func (convMap ConvMap) Map(key string, event common.MapStr, data map[string]inte
 	event[key] = subEvent
 }
 
-func Dict(key string, s schema.Schema) ConvMap {
-	return ConvMap{Key: key, Schema: s}
+func Dict(key string, s schema.Schema, opts ...DictSchemaOption) ConvMap {
+	return dictSetOptions(ConvMap{Key: key, Schema: s}, opts)
 }
 
 func toStrFromNum(key string, data map[string]interface{}) (interface{}, error) {
 	emptyIface, exists := data[key]
 	if !exists {
-		return false, fmt.Errorf("Key not found")
+		return false, fmt.Errorf("Key %s not found", key)
 	}
 	switch emptyIface.(type) {
 	case int, int32, int64, uint, uint32, uint64, float32, float64:
@@ -110,7 +113,7 @@ func toStr(key string, data map[string]interface{}) (interface{}, error) {
 	emptyIface, err := common.MapStr(data).GetValue(key)
 	if err != nil {
 		fmt.Println(err)
-		return "", fmt.Errorf("Key not found")
+		return "", fmt.Errorf("Key %s not found", key)
 	}
 	str, ok := emptyIface.(string)
 	if !ok {
@@ -127,7 +130,7 @@ func Str(key string, opts ...schema.SchemaOption) schema.Conv {
 func toBool(key string, data map[string]interface{}) (interface{}, error) {
 	emptyIface, exists := data[key]
 	if !exists {
-		return false, fmt.Errorf("Key not found")
+		return false, fmt.Errorf("Key %s not found", key)
 	}
 	boolean, ok := emptyIface.(bool)
 	if !ok {
@@ -144,7 +147,7 @@ func Bool(key string, opts ...schema.SchemaOption) schema.Conv {
 func toInteger(key string, data map[string]interface{}) (interface{}, error) {
 	emptyIface, exists := data[key]
 	if !exists {
-		return 0, fmt.Errorf("Key not found")
+		return 0, fmt.Errorf("Key %s not found", key)
 	}
 	switch emptyIface.(type) {
 	case int64:
@@ -178,7 +181,7 @@ func Int(key string, opts ...schema.SchemaOption) schema.Conv {
 func toTime(key string, data map[string]interface{}) (interface{}, error) {
 	emptyIface, exists := data[key]
 	if !exists {
-		return common.Time(time.Unix(0, 0)), fmt.Errorf("Key not found")
+		return common.Time(time.Unix(0, 0)), fmt.Errorf("Key %s not found", key)
 	}
 	ts, ok := emptyIface.(time.Time)
 	if !ok {
@@ -191,3 +194,22 @@ func toTime(key string, data map[string]interface{}) (interface{}, error) {
 func Time(key string, opts ...schema.SchemaOption) schema.Conv {
 	return schema.SetOptions(schema.Conv{Key: key, Func: toTime}, opts)
 }
+
+// SchemaOption is for adding optional parameters to the conversion
+// functions
+type DictSchemaOption func(c ConvMap) ConvMap
+
+// The optional flag suppresses the error message in case the key
+// doesn't exist or results in an error.
+func DictOptional(c ConvMap) ConvMap {
+	c.Optional = true
+	return c
+}
+
+// setOptions adds the optional flags to the Conv object
+func dictSetOptions(c ConvMap, opts []DictSchemaOption) ConvMap {
+	for _, opt := range opts {
+		c = opt(c)
+	}
+	return c
+}