diff --git a/Cargo.lock b/Cargo.lock
index f7e33ec..694caf4 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -299,12 +299,14 @@ dependencies = [
  "dotenv",
  "futures-util",
  "http-signature-normalization-actix",
+ "indexmap",
  "lru",
  "metrics",
  "metrics-util",
  "mime",
  "opentelemetry",
  "opentelemetry-otlp",
+ "quanta",
  "rand",
  "rsa",
  "rsa-magic-public-key",
diff --git a/Cargo.toml b/Cargo.toml
index 334600f..05753fc 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -37,12 +37,14 @@ console-subscriber = { version = "0.1", optional = true }
 dashmap = "5.1.0"
 dotenv = "0.15.0"
 futures-util = "0.3.17"
+indexmap = "1.9.2"
 lru = "0.8.0"
 metrics = "0.20.1"
 metrics-util = "0.14.0"
 mime = "0.3.16"
 opentelemetry = { version = "0.18", features = ["rt-tokio"] }
 opentelemetry-otlp = "0.11"
+quanta = "0.10.1"
 rand = "0.8"
 rsa = "0.7"
 rsa-magic-public-key = "0.6.0"
diff --git a/src/admin/routes.rs b/src/admin/routes.rs
index c33efca..6578bfd 100644
--- a/src/admin/routes.rs
+++ b/src/admin/routes.rs
@@ -1,9 +1,13 @@
 use crate::{
     admin::{AllowedDomains, BlockedDomains, ConnectedActors, Domains},
+    collector::{MemoryCollector, Snapshot},
     error::Error,
     extractors::Admin,
 };
-use actix_web::{web::Json, HttpResponse};
+use actix_web::{
+    web::{Data, Json},
+    HttpResponse,
+};
 
 pub(crate) async fn allow(
     admin: Admin,
@@ -58,3 +62,10 @@ pub(crate) async fn connected(admin: Admin) -> Result<Json<ConnectedActors>, Err
 
     Ok(Json(ConnectedActors { connected_actors }))
 }
+
+pub(crate) async fn stats(
+    _admin: Admin,
+    collector: Data<MemoryCollector>,
+) -> Result<Json<Snapshot>, Error> {
+    Ok(Json(collector.snapshot()))
+}
diff --git a/src/collector.rs b/src/collector.rs
new file mode 100644
index 0000000..401307b
--- /dev/null
+++ b/src/collector.rs
@@ -0,0 +1,369 @@
+use dashmap::DashMap;
+use indexmap::IndexMap;
+use metrics::{Key, Recorder, SetRecorderError};
+use metrics_util::{
+    registry::{AtomicStorage, GenerationalStorage, Recency, Registry},
+    MetricKindMask, Summary,
+};
+use quanta::Clock;
+use std::{
+    collections::HashMap,
+    sync::{atomic::Ordering, Arc},
+    time::Duration,
+};
+
+const SECONDS: u64 = 1;
+const MINUTES: u64 = 60 * SECONDS;
+const HOURS: u64 = 60 * MINUTES;
+const DAYS: u64 = 24 * HOURS;
+
+#[derive(Clone)]
+pub struct MemoryCollector {
+    inner: Arc<Inner>,
+}
+
+struct Inner {
+    descriptions: DashMap<String, metrics::SharedString>,
+    distributions: DashMap<String, IndexMap<Vec<(String, String)>, Summary>>,
+    recency: Recency<Key>,
+    registry: Registry<Key, GenerationalStorage<AtomicStorage>>,
+}
+
+#[derive(serde::Serialize)]
+struct Counter {
+    labels: Vec<(String, String)>,
+    value: u64,
+}
+
+#[derive(serde::Serialize)]
+struct Gauge {
+    labels: Vec<(String, String)>,
+    value: f64,
+}
+
+#[derive(serde::Serialize)]
+struct Histogram {
+    labels: Vec<(String, String)>,
+    value: Vec<(f64, Option<f64>)>,
+}
+
+#[derive(serde::Serialize)]
+pub(crate) struct Snapshot {
+    counters: HashMap<String, Vec<Counter>>,
+    gauges: HashMap<String, Vec<Gauge>>,
+    histograms: HashMap<String, Vec<Histogram>>,
+}
+
+fn key_to_parts(key: &Key) -> (String, Vec<(String, String)>) {
+    let labels = key
+        .labels()
+        .into_iter()
+        .map(|label| (label.key().to_string(), label.value().to_string()))
+        .collect();
+    let name = key.name().to_string();
+    (name, labels)
+}
+
+impl Inner {
+    fn snapshot_counters(&self) -> HashMap<String, Vec<Counter>> {
+        let mut counters = HashMap::new();
+
+        for (key, counter) in self.registry.get_counter_handles() {
+            let gen = counter.get_generation();
+            if !self.recency.should_store_counter(&key, gen, &self.registry) {
+                continue;
+            }
+
+            let (name, labels) = key_to_parts(&key);
+            let value = counter.get_inner().load(Ordering::Acquire);
+            counters
+                .entry(name)
+                .or_insert_with(Vec::new)
+                .push(Counter { labels, value });
+        }
+
+        counters
+    }
+
+    fn snapshot_gauges(&self) -> HashMap<String, Vec<Gauge>> {
+        let mut gauges = HashMap::new();
+
+        for (key, gauge) in self.registry.get_gauge_handles() {
+            let gen = gauge.get_generation();
+            if !self.recency.should_store_gauge(&key, gen, &self.registry) {
+                continue;
+            }
+
+            let (name, labels) = key_to_parts(&key);
+            let value = f64::from_bits(gauge.get_inner().load(Ordering::Acquire));
+            gauges
+                .entry(name)
+                .or_insert_with(Vec::new)
+                .push(Gauge { labels, value })
+        }
+
+        gauges
+    }
+
+    fn snapshot_histograms(&self) -> HashMap<String, Vec<Histogram>> {
+        for (key, histogram) in self.registry.get_histogram_handles() {
+            let gen = histogram.get_generation();
+            let (name, labels) = key_to_parts(&key);
+
+            if !self
+                .recency
+                .should_store_histogram(&key, gen, &self.registry)
+            {
+                let delete_by_name = if let Some(mut by_name) = self.distributions.get_mut(&name) {
+                    by_name.remove(&labels);
+                    by_name.is_empty()
+                } else {
+                    false
+                };
+
+                if delete_by_name {
+                    self.descriptions.remove(&name);
+                }
+
+                continue;
+            }
+
+            let mut outer_entry = self
+                .distributions
+                .entry(name.clone())
+                .or_insert_with(IndexMap::new);
+
+            let entry = outer_entry
+                .entry(labels)
+                .or_insert_with(Summary::with_defaults);
+
+            histogram.get_inner().clear_with(|samples| {
+                for sample in samples {
+                    entry.add(*sample);
+                }
+            })
+        }
+
+        self.distributions
+            .iter()
+            .map(|entry| {
+                (
+                    entry.key().clone(),
+                    entry
+                        .value()
+                        .iter()
+                        .map(|(labels, summary)| Histogram {
+                            labels: labels.clone(),
+                            value: [0.001, 0.01, 0.05, 0.1, 0.5, 0.9, 0.99, 1.0]
+                                .into_iter()
+                                .map(|q| (q, summary.quantile(q)))
+                                .collect(),
+                        })
+                        .collect(),
+                )
+            })
+            .collect()
+    }
+
+    fn snapshot(&self) -> Snapshot {
+        Snapshot {
+            counters: self.snapshot_counters(),
+            gauges: self.snapshot_gauges(),
+            histograms: self.snapshot_histograms(),
+        }
+    }
+}
+
+impl MemoryCollector {
+    pub(crate) fn new() -> Self {
+        MemoryCollector {
+            inner: Arc::new(Inner {
+                descriptions: Default::default(),
+                distributions: Default::default(),
+                recency: Recency::new(
+                    Clock::new(),
+                    MetricKindMask::ALL,
+                    Some(Duration::from_secs(5 * DAYS)),
+                ),
+                registry: Registry::new(GenerationalStorage::atomic()),
+            }),
+        }
+    }
+
+    pub(crate) fn install(&self) -> Result<(), SetRecorderError> {
+        metrics::set_boxed_recorder(Box::new(self.clone()))
+    }
+
+    pub(crate) fn snapshot(&self) -> Snapshot {
+        self.inner.snapshot()
+    }
+
+    fn add_description_if_missing(
+        &self,
+        key: &metrics::KeyName,
+        description: metrics::SharedString,
+    ) {
+        self.inner
+            .descriptions
+            .entry(key.as_str().to_owned())
+            .or_insert(description);
+    }
+}
+
+impl Recorder for MemoryCollector {
+    fn describe_counter(
+        &self,
+        key: metrics::KeyName,
+        _: Option<metrics::Unit>,
+        description: metrics::SharedString,
+    ) {
+        self.add_description_if_missing(&key, description)
+    }
+
+    fn describe_gauge(
+        &self,
+        key: metrics::KeyName,
+        _: Option<metrics::Unit>,
+        description: metrics::SharedString,
+    ) {
+        self.add_description_if_missing(&key, description)
+    }
+
+    fn describe_histogram(
+        &self,
+        key: metrics::KeyName,
+        _: Option<metrics::Unit>,
+        description: metrics::SharedString,
+    ) {
+        self.add_description_if_missing(&key, description)
+    }
+
+    fn register_counter(&self, key: &Key) -> metrics::Counter {
+        self.inner
+            .registry
+            .get_or_create_counter(key, |c| c.clone().into())
+    }
+
+    fn register_gauge(&self, key: &Key) -> metrics::Gauge {
+        self.inner
+            .registry
+            .get_or_create_gauge(key, |c| c.clone().into())
+    }
+
+    fn register_histogram(&self, key: &Key) -> metrics::Histogram {
+        self.inner
+            .registry
+            .get_or_create_histogram(key, |c| c.clone().into())
+    }
+}
+
+/*
+struct Bucket {
+    begin: Instant,
+    summary: Summary,
+}
+
+pub(crate) struct RollingSummary {
+    buckets: Vec<Bucket>,
+    bucket_duration: Duration,
+    expire_after: Duration,
+    count: usize,
+}
+
+impl Default for RollingSummary {
+    fn default() -> Self {
+        Self::new(
+            Duration::from_secs(5 * MINUTES),
+            Duration::from_secs(1 * DAYS),
+        )
+    }
+}
+
+impl RollingSummary {
+    fn new(bucket_duration: Duration, expire_after: Duration) -> Self {
+        Self {
+            buckets: Vec::new(),
+            bucket_duration,
+            expire_after,
+            count: 0,
+        }
+    }
+
+    fn add(&mut self, value: f64, now: Instant) {
+        self.count += 1;
+
+        // try adding to existing bucket
+        for bucket in &mut self.buckets {
+            let end = bucket.begin + self.bucket_duration;
+
+            if now >= end {
+                break;
+            }
+
+            if now >= bucket.begin {
+                bucket.summary.add(value);
+                return;
+            }
+        }
+
+        // if we're adding a new bucket, clean old buckets first
+        if let Some(cutoff) = now.checked_sub(self.expire_after) {
+            self.buckets.retain(|b| b.begin > cutoff);
+        }
+
+        let mut summary = Summary::with_defaults();
+        summary.add(value);
+
+        // if there's no buckets, make one and return
+        if self.buckets.is_empty() {
+            self.buckets.push(Bucket {
+                summary,
+                begin: now,
+            });
+            return;
+        }
+
+        let mut begin = self.buckets[0].begin;
+
+        // there are buckets, but none can hold our value, see why
+        if now < self.buckets[0].begin {
+            // create an old bucket
+
+            while now < begin {
+                begin -= self.bucket_duration;
+            }
+
+            self.buckets.push(Bucket { begin, summary });
+            self.buckets.sort_unstable_by(|a, b| b.begin.cmp(&a.begin));
+        } else {
+            // create a new bucket
+            let mut end = self.buckets[0].begin + self.bucket_duration;
+
+            while now >= end {
+                begin += self.bucket_duration;
+                end += self.bucket_duration;
+            }
+
+            self.buckets.insert(0, Bucket { begin, summary });
+        }
+    }
+
+    fn snapshot(&self, now: Instant) -> Summary {
+        let cutoff = now.checked_sub(self.expire_after);
+        let mut acc = Summary::with_defaults();
+
+        let summaries = self
+            .buckets
+            .iter()
+            .filter(|b| cutoff.map(|c| b.begin > c).unwrap_or(true))
+            .map(|b| &b.summary);
+
+        for item in summaries {
+            acc.merge(item)
+                .expect("All summaries are created with default settings");
+        }
+
+        acc
+    }
+}
+*/
diff --git a/src/main.rs b/src/main.rs
index 1d80a0d..9aebdb9 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -15,6 +15,7 @@ use tracing_subscriber::{filter::Targets, fmt::format::FmtSpan, layer::Subscribe
 mod admin;
 mod apub;
 mod args;
+mod collector;
 mod config;
 mod data;
 mod db;
@@ -98,6 +99,8 @@ async fn main() -> Result<(), anyhow::Error> {
     let config = Config::build()?;
 
     init_subscriber(Config::software_name(), config.opentelemetry_url())?;
+    let collector = collector::MemoryCollector::new();
+    collector.install()?;
 
     let args = Args::new();
 
@@ -164,7 +167,8 @@ async fn main() -> Result<(), anyhow::Error> {
             .app_data(web::Data::new(actors.clone()))
             .app_data(web::Data::new(config.clone()))
             .app_data(web::Data::new(job_server.clone()))
-            .app_data(web::Data::new(media.clone()));
+            .app_data(web::Data::new(media.clone()))
+            .app_data(web::Data::new(collector.clone()));
 
         let app = if let Some(data) = config.admin_config() {
             app.app_data(data)
@@ -203,7 +207,8 @@ async fn main() -> Result<(), anyhow::Error> {
                         .route("/unblock", web::post().to(admin::routes::unblock))
                         .route("/allowed", web::get().to(admin::routes::allowed))
                         .route("/blocked", web::get().to(admin::routes::blocked))
-                        .route("/connected", web::get().to(admin::routes::connected)),
+                        .route("/connected", web::get().to(admin::routes::connected))
+                        .route("/stats", web::get().to(admin::routes::stats)),
                 ),
             )
     })