diff --git a/lib/handler.js b/lib/handler.js
index 90c2ac91..40e91a41 100644
--- a/lib/handler.js
+++ b/lib/handler.js
@@ -3,7 +3,11 @@ import { json } from 'http-responders'
 import Sentry from '@sentry/node'
 import { URLSearchParams } from 'node:url'
 
-import { fetchRetrievalSuccessRate } from './stats-fetchers.js'
+import {
+  fetchDailyParticipants,
+  fetchMonthlyParticipants,
+  fetchRetrievalSuccessRate
+} from './stats-fetchers.js'
 
 /**
  * @param {object} args
@@ -42,6 +46,20 @@ const handler = async (req, res, pgPool) => {
       res,
       pgPool,
       fetchRetrievalSuccessRate)
+  } else if (req.method === 'GET' && segs[0] === 'participants' && segs[1] === 'daily' && segs.length === 2) {
+    await getStatsWithFilterAndCaching(
+      pathname,
+      searchParams,
+      res,
+      pgPool,
+      fetchDailyParticipants)
+  } else if (req.method === 'GET' && segs[0] === 'participants' && segs[1] === 'monthly' && segs.length === 2) {
+    await getStatsWithFilterAndCaching(
+      pathname,
+      searchParams,
+      res,
+      pgPool,
+      fetchMonthlyParticipants)
   } else if (req.method === 'GET' && segs.length === 0) {
     // health check - required by Grafana datasources
     res.end('OK')
diff --git a/lib/stats-fetchers.js b/lib/stats-fetchers.js
index f21c5364..706874a3 100644
--- a/lib/stats-fetchers.js
+++ b/lib/stats-fetchers.js
@@ -15,3 +15,45 @@ export const fetchRetrievalSuccessRate = async (pgPool, filter) => {
   }))
   return stats
 }
+
+/**
+ * @param {import('pg').Pool} pgPool
+ * @param {import('./typings').Filter} filter
+ */
+export const fetchDailyParticipants = async (pgPool, filter) => {
+  // Fetch the "day" (DATE) as a string (TEXT) to prevent node-postgres from converting it into
+  // a JavaScript Date with a timezone, as that could change the date one day forward or back.
+  const { rows } = await pgPool.query(`
+    SELECT day::TEXT, COUNT(DISTINCT participant_id)::INT as participants
+    FROM daily_participants
+    WHERE day >= $1 AND day <= $2
+    GROUP BY day
+    `, [
+    filter.from,
+    filter.to
+  ])
+  return rows
+}
+
+/**
+ * @param {import('pg').Pool} pgPool
+ * @param {import('./typings').Filter} filter
+ */
+export const fetchMonthlyParticipants = async (pgPool, filter) => {
+  // Fetch the "day" (DATE) as a string (TEXT) to prevent node-postgres from converting it into
+  // a JavaScript Date with a timezone, as that could change the date one day forward or back.
+  const { rows } = await pgPool.query(`
+    SELECT
+      date_trunc('month', day)::DATE::TEXT as month,
+      COUNT(DISTINCT participant_id)::INT as participants
+    FROM daily_participants
+    WHERE
+      day >= date_trunc('month', $1::DATE)
+      AND day < date_trunc('month', $2::DATE) + INTERVAL '1 month'
+    GROUP BY month
+    `, [
+    filter.from,
+    filter.to
+  ])
+  return rows
+}
diff --git a/test/handler.test.js b/test/handler.test.js
index c8e6914d..f92ce06e 100644
--- a/test/handler.test.js
+++ b/test/handler.test.js
@@ -3,6 +3,7 @@ import { once } from 'node:events'
 import assert, { AssertionError } from 'node:assert'
 import pg from 'pg'
 import createDebug from 'debug'
+import { mapParticipantsToIds } from 'spark-evaluate/lib/public-stats.js'
 
 import { createHandler, today } from '../lib/handler.js'
 import { DATABASE_URL } from '../lib/config.js'
@@ -132,6 +133,59 @@ describe('HTTP request handler', () => {
       assert.strictEqual(res.headers.get('cache-control'), 'public, max-age=31536000, immutable')
     })
   })
+
+  describe('GET /participants/daily', () => {
+    it('returns daily active participants for the given date range', async () => {
+      await givenDailyParticipants(pgPool, '2024-01-10', ['0x10', '0x20'])
+      await givenDailyParticipants(pgPool, '2024-01-11', ['0x10', '0x20', '0x30'])
+      await givenDailyParticipants(pgPool, '2024-01-12', ['0x10', '0x20', '0x40', '0x50'])
+      await givenDailyParticipants(pgPool, '2024-01-13', ['0x10'])
+
+      const res = await fetch(
+        new URL(
+          '/participants/daily?from=2024-01-11&to=2024-01-12',
+          baseUrl
+        ), {
+          redirect: 'manual'
+        }
+      )
+      await assertResponseStatus(res, 200)
+      const stats = await res.json()
+      assert.deepStrictEqual(stats, [
+        { day: '2024-01-11', participants: 3 },
+        { day: '2024-01-12', participants: 4 }
+      ])
+    })
+  })
+
+  describe('GET /participants/monthly', () => {
+    it('returns montly active participants for the given date range ignoring the day number', async () => {
+      // before the range
+      await givenDailyParticipants(pgPool, '2023-12-31', ['0x01', '0x02'])
+      // in the range
+      await givenDailyParticipants(pgPool, '2024-01-10', ['0x10', '0x20'])
+      await givenDailyParticipants(pgPool, '2024-01-11', ['0x10', '0x20', '0x30'])
+      await givenDailyParticipants(pgPool, '2024-01-12', ['0x10', '0x20', '0x40', '0x50'])
+      await givenDailyParticipants(pgPool, '2024-02-13', ['0x10', '0x60'])
+      // after the range
+      await givenDailyParticipants(pgPool, '2024-03-01', ['0x99'])
+
+      const res = await fetch(
+        new URL(
+          '/participants/monthly?from=2024-01-12&to=2024-02-12',
+          baseUrl
+        ), {
+          redirect: 'manual'
+        }
+      )
+      await assertResponseStatus(res, 200)
+      const stats = await res.json()
+      assert.deepStrictEqual(stats, [
+        { month: '2024-01-01', participants: 5 },
+        { month: '2024-02-01', participants: 2 }
+      ])
+    })
+  })
 })
 
 const assertResponseStatus = async (res, status) => {
@@ -150,3 +204,15 @@ const givenRetrievalStats = async (pgPool, { day, total, successful }) => {
     [day, total, successful]
   )
 }
+
+const givenDailyParticipants = async (pgPool, day, participantAddresses) => {
+  const ids = await mapParticipantsToIds(pgPool, new Set(participantAddresses))
+  await pgPool.query(`
+    INSERT INTO daily_participants (day, participant_id)
+    SELECT $1 as day, UNNEST($2::INT[]) AS participant_id
+    ON CONFLICT DO NOTHING
+  `, [
+    day,
+    ids
+  ])
+}