diff --git a/CHANGELOG.md b/CHANGELOG.md
index d39c79251..b6cb15f89 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -17,6 +17,7 @@ because the `value` field is redundant in the graphite/librato context.
 - [#939](https://github.com/influxdata/telegraf/pull/939): sysstat input plugin. Thanks @zbindenren!
 - [#998](https://github.com/influxdata/telegraf/pull/998): **breaking change** enabled global, user and ip queries in dovecot plugin. Thanks @mikif70!
 - [#1001](https://github.com/influxdata/telegraf/pull/1001): Graphite serializer templates.
+- [#1008](https://github.com/influxdata/telegraf/pull/1008): Adding memstats metrics to the influxdb plugin.
 
 ### Bugfixes
 - [#968](https://github.com/influxdata/telegraf/issues/968): Processes plugin gets unknown state when spaces are in (command name)
diff --git a/plugins/inputs/influxdb/README.md b/plugins/inputs/influxdb/README.md
index 84dc3caf8..8e10cf2c6 100644
--- a/plugins/inputs/influxdb/README.md
+++ b/plugins/inputs/influxdb/README.md
@@ -1,6 +1,41 @@
 # influxdb plugin
 
-The influxdb plugin collects InfluxDB-formatted data from JSON endpoints.
+The InfluxDB plugin will collect metrics on the given InfluxDB servers.
+
+This plugin can also gather metrics from endpoints that expose
+InfluxDB-formatted endpoints. See below for more information.
+
+### Configuration:
+
+```toml
+# Read InfluxDB-formatted JSON metrics from one or more HTTP endpoints
+[[inputs.influxdb]]
+  ## Works with InfluxDB debug endpoints out of the box,
+  ## but other services can use this format too.
+  ## See the influxdb plugin's README for more details.
+
+  ## Multiple URLs from which to read InfluxDB-formatted JSON
+  urls = [
+    "http://localhost:8086/debug/vars"
+  ]
+```
+
+### Measurements & Fields
+
+- influxdb_database
+- influxdb_httpd
+- influxdb_measurement
+- influxdb_memstats
+- influxdb_shard
+- influxdb_subscriber
+- influxdb_tsm1_cache
+- influxdb_tsm1_wal
+- influxdb_write
+
+### InfluxDB-formatted endpoints
+
+The influxdb plugin can collect InfluxDB-formatted data from JSON endpoints.
+Whether associated with an Influx database or not.
 
 With a configuration of:
 
@@ -65,8 +100,11 @@ influxdb_transactions,url='http://192.168.2.1:8086/debug/vars' total=100.0,balan
 
 There are two important details to note about the collected metrics:
 
-1. Even though the values in JSON are being displayed as integers, the metrics are reported as floats.
+1. Even though the values in JSON are being displayed as integers,
+the metrics are reported as floats.
 JSON encoders usually don't print the fractional part for round floats.
-Because you cannot change the type of an existing field in InfluxDB, we assume all numbers are floats.
+Because you cannot change the type of an existing field in InfluxDB,
+we assume all numbers are floats.
 
-2. The top-level keys' names (in the example above, `"k1"`, `"k2"`, and `"k3"`) are not considered when recording the metrics.
+2. The top-level keys' names (in the example above, `"k1"`, `"k2"`, and `"k3"`)
+are not considered when recording the metrics.
diff --git a/plugins/inputs/influxdb/influxdb.go b/plugins/inputs/influxdb/influxdb.go
index 5af9a0731..e5756835f 100644
--- a/plugins/inputs/influxdb/influxdb.go
+++ b/plugins/inputs/influxdb/influxdb.go
@@ -71,6 +71,35 @@ type point struct {
 	Values map[string]interface{} `json:"values"`
 }
 
+type memstats struct {
+	Alloc         int64   `json:"Alloc"`
+	TotalAlloc    int64   `json:"TotalAlloc"`
+	Sys           int64   `json:"Sys"`
+	Lookups       int64   `json:"Lookups"`
+	Mallocs       int64   `json:"Mallocs"`
+	Frees         int64   `json:"Frees"`
+	HeapAlloc     int64   `json:"HeapAlloc"`
+	HeapSys       int64   `json:"HeapSys"`
+	HeapIdle      int64   `json:"HeapIdle"`
+	HeapInuse     int64   `json:"HeapInuse"`
+	HeapReleased  int64   `json:"HeapReleased"`
+	HeapObjects   int64   `json:"HeapObjects"`
+	StackInuse    int64   `json:"StackInuse"`
+	StackSys      int64   `json:"StackSys"`
+	MSpanInuse    int64   `json:"MSpanInuse"`
+	MSpanSys      int64   `json:"MSpanSys"`
+	MCacheInuse   int64   `json:"MCacheInuse"`
+	MCacheSys     int64   `json:"MCacheSys"`
+	BuckHashSys   int64   `json:"BuckHashSys"`
+	GCSys         int64   `json:"GCSys"`
+	OtherSys      int64   `json:"OtherSys"`
+	NextGC        int64   `json:"NextGC"`
+	LastGC        int64   `json:"LastGC"`
+	PauseTotalNs  int64   `json:"PauseTotalNs"`
+	NumGC         int64   `json:"NumGC"`
+	GCCPUFraction float64 `json:"GCCPUFraction"`
+}
+
 var tr = &http.Transport{
 	ResponseHeaderTimeout: time.Duration(3 * time.Second),
 }
@@ -118,12 +147,52 @@ func (i *InfluxDB) gatherURL(
 			break
 		}
 
-		// Read in a string key. We don't do anything with the top-level keys, so it's discarded.
-		_, err := dec.Token()
+		// Read in a string key. We don't do anything with the top-level keys,
+		// so it's discarded.
+		key, err := dec.Token()
 		if err != nil {
 			return err
 		}
 
+		if key.(string) == "memstats" {
+			var m memstats
+			if err := dec.Decode(&m); err != nil {
+				continue
+			}
+			acc.AddFields("influxdb_memstats",
+				map[string]interface{}{
+					"alloc":           m.Alloc,
+					"total_alloc":     m.TotalAlloc,
+					"sys":             m.Sys,
+					"lookups":         m.Lookups,
+					"mallocs":         m.Mallocs,
+					"frees":           m.Frees,
+					"heap_alloc":      m.HeapAlloc,
+					"heap_sys":        m.HeapSys,
+					"heap_idle":       m.HeapIdle,
+					"heap_inuse":      m.HeapInuse,
+					"heap_released":   m.HeapReleased,
+					"heap_objects":    m.HeapObjects,
+					"stack_inuse":     m.StackInuse,
+					"stack_sys":       m.StackSys,
+					"mspan_inuse":     m.MSpanInuse,
+					"mspan_sys":       m.MSpanSys,
+					"mcache_inuse":    m.MCacheInuse,
+					"mcache_sys":      m.MCacheSys,
+					"buck_hash_sys":   m.BuckHashSys,
+					"gc_sys":          m.GCSys,
+					"other_sys":       m.OtherSys,
+					"next_gc":         m.NextGC,
+					"last_gc":         m.LastGC,
+					"pause_total_ns":  m.PauseTotalNs,
+					"num_gc":          m.NumGC,
+					"gcc_pu_fraction": m.GCCPUFraction,
+				},
+				map[string]string{
+					"url": url,
+				})
+		}
+
 		// Attempt to parse a whole object into a point.
 		// It might be a non-object, like a string or array.
 		// If we fail to decode it into a point, ignore it and move on.
@@ -132,7 +201,8 @@ func (i *InfluxDB) gatherURL(
 			continue
 		}
 
-		// If the object was a point, but was not fully initialized, ignore it and move on.
+		// If the object was a point, but was not fully initialized,
+		// ignore it and move on.
 		if p.Name == "" || p.Tags == nil || p.Values == nil || len(p.Values) == 0 {
 			continue
 		}
diff --git a/plugins/inputs/influxdb/influxdb_test.go b/plugins/inputs/influxdb/influxdb_test.go
index 3d9e2a35b..63056d0ed 100644
--- a/plugins/inputs/influxdb/influxdb_test.go
+++ b/plugins/inputs/influxdb/influxdb_test.go
@@ -11,7 +11,138 @@ import (
 )
 
 func TestBasic(t *testing.T) {
-	js := `
+	fakeServer := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		if r.URL.Path == "/endpoint" {
+			_, _ = w.Write([]byte(basicJSON))
+		} else {
+			w.WriteHeader(http.StatusNotFound)
+		}
+	}))
+	defer fakeServer.Close()
+
+	plugin := &influxdb.InfluxDB{
+		URLs: []string{fakeServer.URL + "/endpoint"},
+	}
+
+	var acc testutil.Accumulator
+	require.NoError(t, plugin.Gather(&acc))
+
+	require.Len(t, acc.Metrics, 2)
+	fields := map[string]interface{}{
+		// JSON will truncate floats to integer representations.
+		// Since there's no distinction in JSON, we can't assume it's an int.
+		"i": -1.0,
+		"f": 0.5,
+		"b": true,
+		"s": "string",
+	}
+	tags := map[string]string{
+		"id":  "ex1",
+		"url": fakeServer.URL + "/endpoint",
+	}
+	acc.AssertContainsTaggedFields(t, "influxdb_foo", fields, tags)
+
+	fields = map[string]interface{}{
+		"x": "x",
+	}
+	tags = map[string]string{
+		"id":  "ex2",
+		"url": fakeServer.URL + "/endpoint",
+	}
+	acc.AssertContainsTaggedFields(t, "influxdb_bar", fields, tags)
+}
+
+func TestInfluxDB(t *testing.T) {
+	fakeInfluxServer := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		if r.URL.Path == "/endpoint" {
+			_, _ = w.Write([]byte(influxReturn))
+		} else {
+			w.WriteHeader(http.StatusNotFound)
+		}
+	}))
+	defer fakeInfluxServer.Close()
+
+	plugin := &influxdb.InfluxDB{
+		URLs: []string{fakeInfluxServer.URL + "/endpoint"},
+	}
+
+	var acc testutil.Accumulator
+	require.NoError(t, plugin.Gather(&acc))
+
+	require.Len(t, acc.Metrics, 33)
+
+	fields := map[string]interface{}{
+		"heap_inuse":      int64(18046976),
+		"heap_released":   int64(3473408),
+		"mspan_inuse":     int64(97440),
+		"total_alloc":     int64(201739016),
+		"sys":             int64(38537464),
+		"mallocs":         int64(570251),
+		"frees":           int64(381008),
+		"heap_idle":       int64(15802368),
+		"pause_total_ns":  int64(5132914),
+		"lookups":         int64(77),
+		"heap_sys":        int64(33849344),
+		"mcache_sys":      int64(16384),
+		"next_gc":         int64(20843042),
+		"gcc_pu_fraction": float64(4.287178819113636e-05),
+		"other_sys":       int64(1229737),
+		"alloc":           int64(17034016),
+		"stack_inuse":     int64(753664),
+		"stack_sys":       int64(753664),
+		"buck_hash_sys":   int64(1461583),
+		"gc_sys":          int64(1112064),
+		"num_gc":          int64(27),
+		"heap_alloc":      int64(17034016),
+		"heap_objects":    int64(189243),
+		"mspan_sys":       int64(114688),
+		"mcache_inuse":    int64(4800),
+		"last_gc":         int64(1460434886475114239),
+	}
+
+	tags := map[string]string{
+		"url": fakeInfluxServer.URL + "/endpoint",
+	}
+	acc.AssertContainsTaggedFields(t, "influxdb_memstats", fields, tags)
+}
+
+func TestErrorHandling(t *testing.T) {
+	badServer := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		if r.URL.Path == "/endpoint" {
+			_, _ = w.Write([]byte("not json"))
+		} else {
+			w.WriteHeader(http.StatusNotFound)
+		}
+	}))
+	defer badServer.Close()
+
+	plugin := &influxdb.InfluxDB{
+		URLs: []string{badServer.URL + "/endpoint"},
+	}
+
+	var acc testutil.Accumulator
+	require.Error(t, plugin.Gather(&acc))
+}
+
+func TestErrorHandling404(t *testing.T) {
+	badServer := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		if r.URL.Path == "/endpoint" {
+			_, _ = w.Write([]byte(basicJSON))
+		} else {
+			w.WriteHeader(http.StatusNotFound)
+		}
+	}))
+	defer badServer.Close()
+
+	plugin := &influxdb.InfluxDB{
+		URLs: []string{badServer.URL},
+	}
+
+	var acc testutil.Accumulator
+	require.Error(t, plugin.Gather(&acc))
+}
+
+const basicJSON = `
 {
   "_1": {
     "name": "foo",
@@ -55,43 +186,48 @@ func TestBasic(t *testing.T) {
   }
 }
 `
-	fakeServer := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
-		if r.URL.Path == "/endpoint" {
-			_, _ = w.Write([]byte(js))
-		} else {
-			w.WriteHeader(http.StatusNotFound)
-		}
-	}))
-	defer fakeServer.Close()
 
-	plugin := &influxdb.InfluxDB{
-		URLs: []string{fakeServer.URL + "/endpoint"},
-	}
-
-	var acc testutil.Accumulator
-	require.NoError(t, plugin.Gather(&acc))
-
-	require.Len(t, acc.Metrics, 2)
-	fields := map[string]interface{}{
-		// JSON will truncate floats to integer representations.
-		// Since there's no distinction in JSON, we can't assume it's an int.
-		"i": -1.0,
-		"f": 0.5,
-		"b": true,
-		"s": "string",
-	}
-	tags := map[string]string{
-		"id":  "ex1",
-		"url": fakeServer.URL + "/endpoint",
-	}
-	acc.AssertContainsTaggedFields(t, "influxdb_foo", fields, tags)
-
-	fields = map[string]interface{}{
-		"x": "x",
-	}
-	tags = map[string]string{
-		"id":  "ex2",
-		"url": fakeServer.URL + "/endpoint",
-	}
-	acc.AssertContainsTaggedFields(t, "influxdb_bar", fields, tags)
-}
+const influxReturn = `
+{
+"cluster": {"name": "cluster", "tags": {}, "values": {}},
+"cmdline": ["influxd"],
+"cq": {"name": "cq", "tags": {}, "values": {}},
+"database:_internal": {"name": "database", "tags": {"database": "_internal"}, "values": {"numMeasurements": 8, "numSeries": 12}},
+"database:udp": {"name": "database", "tags": {"database": "udp"}, "values": {"numMeasurements": 14, "numSeries": 38}},
+"hh:/Users/csparr/.influxdb/hh": {"name": "hh", "tags": {"path": "/Users/csparr/.influxdb/hh"}, "values": {}},
+"httpd::8086": {"name": "httpd", "tags": {"bind": ":8086"}, "values": {"req": 7, "reqActive": 1, "reqDurationNs": 4488799}},
+"measurement:cpu_idle.udp": {"name": "measurement", "tags": {"database": "udp", "measurement": "cpu_idle"}, "values": {"numSeries": 1}},
+"measurement:cpu_usage.udp": {"name": "measurement", "tags": {"database": "udp", "measurement": "cpu_usage"}, "values": {"numSeries": 1}},
+"measurement:database._internal": {"name": "measurement", "tags": {"database": "_internal", "measurement": "database"}, "values": {"numSeries": 2}},
+"measurement:database.udp": {"name": "measurement", "tags": {"database": "udp", "measurement": "database"}, "values": {"numSeries": 2}},
+"measurement:httpd.udp": {"name": "measurement", "tags": {"database": "udp", "measurement": "httpd"}, "values": {"numSeries": 1}},
+"measurement:measurement.udp": {"name": "measurement", "tags": {"database": "udp", "measurement": "measurement"}, "values": {"numSeries": 22}},
+"measurement:mem.udp": {"name": "measurement", "tags": {"database": "udp", "measurement": "mem"}, "values": {"numSeries": 1}},
+"measurement:net.udp": {"name": "measurement", "tags": {"database": "udp", "measurement": "net"}, "values": {"numSeries": 1}},
+"measurement:runtime._internal": {"name": "measurement", "tags": {"database": "_internal", "measurement": "runtime"}, "values": {"numSeries": 1}},
+"measurement:runtime.udp": {"name": "measurement", "tags": {"database": "udp", "measurement": "runtime"}, "values": {"numSeries": 1}},
+"measurement:shard._internal": {"name": "measurement", "tags": {"database": "_internal", "measurement": "shard"}, "values": {"numSeries": 2}},
+"measurement:shard.udp": {"name": "measurement", "tags": {"database": "udp", "measurement": "shard"}, "values": {"numSeries": 1}},
+"measurement:subscriber._internal": {"name": "measurement", "tags": {"database": "_internal", "measurement": "subscriber"}, "values": {"numSeries": 1}},
+"measurement:subscriber.udp": {"name": "measurement", "tags": {"database": "udp", "measurement": "subscriber"}, "values": {"numSeries": 1}},
+"measurement:swap_used.udp": {"name": "measurement", "tags": {"database": "udp", "measurement": "swap_used"}, "values": {"numSeries": 1}},
+"measurement:tsm1_cache._internal": {"name": "measurement", "tags": {"database": "_internal", "measurement": "tsm1_cache"}, "values": {"numSeries": 2}},
+"measurement:tsm1_cache.udp": {"name": "measurement", "tags": {"database": "udp", "measurement": "tsm1_cache"}, "values": {"numSeries": 2}},
+"measurement:tsm1_wal._internal": {"name": "measurement", "tags": {"database": "_internal", "measurement": "tsm1_wal"}, "values": {"numSeries": 2}},
+"measurement:tsm1_wal.udp": {"name": "measurement", "tags": {"database": "udp", "measurement": "tsm1_wal"}, "values": {"numSeries": 2}},
+"measurement:udp._internal": {"name": "measurement", "tags": {"database": "_internal", "measurement": "udp"}, "values": {"numSeries": 1}},
+"measurement:write._internal": {"name": "measurement", "tags": {"database": "_internal", "measurement": "write"}, "values": {"numSeries": 1}},
+"measurement:write.udp": {"name": "measurement", "tags": {"database": "udp", "measurement": "write"}, "values": {"numSeries": 1}},
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