diff --git a/build.sc b/build.sc
index ac64481ae..85274936d 100644
--- a/build.sc
+++ b/build.sc
@@ -246,6 +246,15 @@ class AlmondSpark(val crossScalaVersion: String) extends AlmondModule with Mima
   // sources.in(Compile, doc) := Nil
 }
 
+class AlmondScalaPy(val crossScalaVersion: String) extends AlmondModule with Mima {
+  def ivyDeps = Agg(
+    Deps.jvmRepr
+  )
+  def compileIvyDeps = Agg(
+    Deps.scalapy
+  )
+}
+
 class AlmondRx(val crossScalaVersion: String) extends AlmondModule with Mima {
   def compileModuleDeps = Seq(
     scala.`scala-kernel-api`()
@@ -290,6 +299,7 @@ object scala extends Module {
   object `scala-interpreter` extends Cross[ScalaInterpreter](ScalaVersions.all: _*)
   object `scala-kernel`      extends Cross[ScalaKernel]     (ScalaVersions.all: _*)
   object `scala-kernel-helper` extends Cross[ScalaKernelHelper](ScalaVersions.all.filter(_.startsWith("3.")): _*)
+  object `almond-scalapy`    extends Cross[AlmondScalaPy]   (ScalaVersions.binaries: _*)
   object `almond-spark`      extends Cross[AlmondSpark]     (ScalaVersions.scala212)
   object `almond-rx`         extends Cross[AlmondRx]        (ScalaVersions.scala212)
 }
@@ -480,12 +490,21 @@ def validateExamples(matcher: String = "") = {
       Some(m)
     }
 
+  val sv0 = {
+    val prefix = sv.split('.').take(2).map(_ + ".").mkString
+    ScalaVersions.binaries.find(_.startsWith(prefix)).getOrElse {
+      sys.error(s"Can't find a Scala version in ${ScalaVersions.binaries} with the same binary version as $sv (prefix: $prefix)")
+    }
+  }
+
   T.command {
     val launcher = scala.`scala-kernel`(sv).launcher().path
     val jupyterPath = T.dest / "jupyter"
     val outputDir = T.dest / "output"
     os.makeDir.all(outputDir)
 
+    scala.`almond-scalapy`(sv0).publishLocalNoFluff((baseRepoRoot / "{VERSION}").toString)()
+
     val version = scala.`scala-kernel`(sv).publishVersion()
     val repoRoot = baseRepoRoot / version
 
diff --git a/examples/scalapy-displays.ipynb b/examples/scalapy-displays.ipynb
new file mode 100644
index 000000000..cdb8ac631
--- /dev/null
+++ b/examples/scalapy-displays.ipynb
@@ -0,0 +1,248 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {
+    
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "\u001b[32mimport \u001b[39m\u001b[36m$ivy.$                                  \n",
+       "\u001b[39m\n",
+       "\u001b[32mimport \u001b[39m\u001b[36mai.kien.python.Python\n",
+       "\n",
+       "\u001b[39m"
+      ]
+     },
+     "execution_count": 1,
+     "metadata": {
+      
+     },
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import $ivy.`ai.kien::python-native-libs:0.2.3`\n",
+    "import ai.kien.python.Python\n",
+    "\n",
+    "Python().scalapyProperties.fold(\n",
+    "  ex => throw new Exception(ex),\n",
+    "  props => props.map { kv => println(kv); kv }.foreach(Function.tupled(System.setProperty _))\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {
+    
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "\u001b[32mimport \u001b[39m\u001b[36m$ivy.$                              \n",
+       "\u001b[39m\n",
+       "\u001b[32mimport \u001b[39m\u001b[36mme.shadaj.scalapy.py\n",
+       "\u001b[39m\n",
+       "\u001b[32mimport \u001b[39m\u001b[36mme.shadaj.scalapy.py.PyQuote\n",
+       "\u001b[39m\n",
+       "\u001b[32mimport \u001b[39m\u001b[36mme.shadaj.scalapy.py.SeqConverters\u001b[39m"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {
+      
+     },
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import $ivy.`me.shadaj::scalapy-core:0.5.2`\n",
+    "import me.shadaj.scalapy.py\n",
+    "import me.shadaj.scalapy.py.PyQuote\n",
+    "import me.shadaj.scalapy.py.SeqConverters"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {
+    
+   },
+   "outputs": [
+    
+   ],
+   "source": [
+    "almond.scalapy.initDisplay"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {
+    
+   },
+   "outputs": [
+    
+   ],
+   "source": [
+    "// disable pprint so that the next line won't show any output\n",
+    "repl.pprinter() = repl.pprinter().copy(defaultHeight = 0)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {
+    
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "......"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {
+      
+     },
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "val display = py.module(\"IPython.display\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {
+    
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<b>hello</b>"
+      ]
+     },
+     "metadata": {
+      
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "display.HTML(\"<b>hello</b>\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {
+    
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/latex": [
+       "\\begin{eqnarray}\n",
+       "\\nabla \\times \\vec{\\mathbf{B}} -\\, \\frac1c\\, \\frac{\\partial\\vec{\\mathbf{E}}}{\\partial t} & = \\frac{4\\pi}{c}\\vec{\\mathbf{j}} \\\\\n",
+       "\\nabla \\cdot \\vec{\\mathbf{E}} & = 4 \\pi \\rho \\\\\n",
+       "\\nabla \\times \\vec{\\mathbf{E}}\\, +\\, \\frac1c\\, \\frac{\\partial\\vec{\\mathbf{B}}}{\\partial t} & = \\vec{\\mathbf{0}} \\\\\n",
+       "\\nabla \\cdot \\vec{\\mathbf{B}} & = 0 \n",
+       "\\end{eqnarray}"
+      ]
+     },
+     "metadata": {
+      
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "display.Latex(\"\"\"\\begin{eqnarray}\n",
+    "\\nabla \\times \\vec{\\mathbf{B}} -\\, \\frac1c\\, \\frac{\\partial\\vec{\\mathbf{E}}}{\\partial t} & = \\frac{4\\pi}{c}\\vec{\\mathbf{j}} \\\\\n",
+    "\\nabla \\cdot \\vec{\\mathbf{E}} & = 4 \\pi \\rho \\\\\n",
+    "\\nabla \\times \\vec{\\mathbf{E}}\\, +\\, \\frac1c\\, \\frac{\\partial\\vec{\\mathbf{B}}}{\\partial t} & = \\vec{\\mathbf{0}} \\\\\n",
+    "\\nabla \\cdot \\vec{\\mathbf{B}} & = 0 \n",
+    "\\end{eqnarray}\"\"\")\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {
+    
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/latex": [
+       "$\\displaystyle a = b + c$"
+      ]
+     },
+     "metadata": {
+      
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "display.Math(\"a = b + c\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {
+    
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/markdown": [
+       "\n",
+       "# title\n",
+       "## subsec\n",
+       "foo\n"
+      ]
+     },
+     "metadata": {
+      
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "display.Markdown(\"\"\"\n",
+    "# title\n",
+    "## subsec\n",
+    "foo\n",
+    "\"\"\")"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Scala (sources)",
+   "language": "scala",
+   "name": "scala-debug"
+  },
+  "language_info": {
+   "codemirror_mode": "text/x-scala",
+   "file_extension": ".sc",
+   "mimetype": "text/x-scala",
+   "name": "scala",
+   "nbconvert_exporter": "script",
+   "version": "2.12.12"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
\ No newline at end of file
diff --git a/modules/scala/almond-scalapy/src/main/resources/format_display_data.py b/modules/scala/almond-scalapy/src/main/resources/format_display_data.py
new file mode 100644
index 000000000..98687c333
--- /dev/null
+++ b/modules/scala/almond-scalapy/src/main/resources/format_display_data.py
@@ -0,0 +1,23 @@
+import json as __almond_scalapy_json
+
+
+def __almond_scalapy_format_display_data(obj, include):
+    repr_methods = ((t, m) for m, t in include if m in set(dir(obj)))
+    representations = ((t, getattr(obj, m)()) for t, m in repr_methods)
+
+    display_data = (
+        (t, (r[0], r[1]) if isinstance(r, tuple) and len(r) == 2 else (r, None))
+        for t, r in representations if r is not None
+    )
+    display_data = [(t, m, md) for t, (m, md) in display_data if m is not None]
+
+    data = [
+        (t, d if isinstance(d, str) else __almond_scalapy_json.dumps(d))
+        for t, d, _ in display_data
+    ]
+    metadata = [
+        (t, md if isinstance(md, str) else __almond_scalapy_json.dumps(md))
+        for t, _, md in display_data if md is not None
+    ]
+
+    return data, metadata
diff --git a/modules/scala/almond-scalapy/src/main/scala/almond/scalapy/package.scala b/modules/scala/almond-scalapy/src/main/scala/almond/scalapy/package.scala
new file mode 100644
index 000000000..18ffb6b04
--- /dev/null
+++ b/modules/scala/almond-scalapy/src/main/scala/almond/scalapy/package.scala
@@ -0,0 +1,48 @@
+package almond
+
+import java.{util => ju}
+import jupyter.{Displayer, Displayers}
+import me.shadaj.scalapy.interpreter.CPythonInterpreter
+import me.shadaj.scalapy.py
+import me.shadaj.scalapy.py.{PyQuote, SeqConverters}
+import scala.io.Source
+import scala.jdk.CollectionConverters._
+
+package object scalapy {
+  CPythonInterpreter.execManyLines(Source.fromResource("format_display_data.py").mkString)
+
+  def initDisplay: Unit = {
+    Displayers.register(
+      classOf[py.Any],
+      new Displayer[py.Any] {
+        def display(obj: py.Any): ju.Map[String, String] = {
+          val (data, _) = formatDisplayData(obj)
+          if (data.isEmpty) null else data.asJava
+        }
+      }
+    )
+  }
+
+  private val pyFormatDisplayData = py.Dynamic.global.__almond_scalapy_format_display_data
+
+  private def formatDisplayData(obj: py.Any): (Map[String, String], Map[String, String]) = {
+    val displayData = pyFormatDisplayData(obj, allReprMethods.toPythonCopy)
+    val data = displayData.bracketAccess(0).as[List[(String, String)]].toMap
+    val metadata = displayData.bracketAccess(1).as[List[(String, String)]].toMap
+
+    (data, metadata)
+  }
+
+  private val mimetypes = Map(
+    "svg" -> "image/svg+xml",
+    "png" -> "image/png",
+    "jpeg" -> "image/jpeg",
+    "html" -> "text/html",
+    "javascript" -> "application/javascript",
+    "markdown" -> "text/markdown",
+    "latex" -> "text/latex"
+  )
+
+  private lazy val allReprMethods: Seq[(String, String)] =
+    mimetypes.map { case (k, v) => s"_repr_${k}_" -> v }.toSeq
+}
diff --git a/modules/scala/scala-interpreter/src/main/scala/almond/ReplApiImpl.scala b/modules/scala/scala-interpreter/src/main/scala/almond/ReplApiImpl.scala
index aa18ff71f..1e4f4459d 100644
--- a/modules/scala/scala-interpreter/src/main/scala/almond/ReplApiImpl.scala
+++ b/modules/scala/scala-interpreter/src/main/scala/almond/ReplApiImpl.scala
@@ -62,9 +62,11 @@ final class ReplApiImpl(
             .asInstanceOf[Displayer[T]]
             .display(value)
             .asScala
-            .toMap
-          p.display(DisplayData(m))
-          Some(Iterator())
+          if (m == null) None
+          else {
+            p.display(DisplayData(m.toMap))
+            Some(Iterator())
+          }
         } else
           for (updatableResults <- updatableResultsOpt if (onChange.nonEmpty && custom.isEmpty) || (onChangeOrError.nonEmpty && custom.nonEmpty)) yield {
 
@@ -204,4 +206,3 @@ final class ReplApiImpl(
 object ReplApiImpl {
   private class Foo
 }
-
diff --git a/modules/scala/scala-interpreter/src/main/scala/almond/amm/AmmInterpreter.scala b/modules/scala/scala-interpreter/src/main/scala/almond/amm/AmmInterpreter.scala
index 1ca57b43d..54660ba9b 100644
--- a/modules/scala/scala-interpreter/src/main/scala/almond/amm/AmmInterpreter.scala
+++ b/modules/scala/scala-interpreter/src/main/scala/almond/amm/AmmInterpreter.scala
@@ -161,8 +161,10 @@ object AmmInterpreter {
 
       log.debug("Loading base dependencies")
 
+      // TODO: remove jitpack once jvm-repr is published to central
+      val allExtraRepos = extraRepos ++ Seq(coursier.Repositories.jitpack.root)
       ammInterp0.repositories() = ammInterp0.repositories() ++
-        extraRepos.map { r =>
+        allExtraRepos.map { r =>
           if (r.startsWith("ivy:"))
             coursierapi.IvyRepository.of(r.stripPrefix("ivy:"))
           else
diff --git a/modules/scala/scala-kernel/src/main/scala/almond/Options.scala b/modules/scala/scala-kernel/src/main/scala/almond/Options.scala
index b0bdce27f..3551a2a34 100644
--- a/modules/scala/scala-kernel/src/main/scala/almond/Options.scala
+++ b/modules/scala/scala-kernel/src/main/scala/almond/Options.scala
@@ -66,7 +66,8 @@ final case class Options(
     val default =
       if (defaultAutoDependencies)
         Map(
-          Module.of("org.apache.spark", "*") -> Seq(Dependency.of(Module.of("sh.almond", s"almond-spark_$sbv"), Properties.version))
+          Module.of("org.apache.spark", "*") -> Seq(Dependency.of(Module.of("sh.almond", s"almond-spark_$sbv"), Properties.version)),
+          Module.of("me.shadaj", "scalapy*") -> Seq(Dependency.of(Module.of("sh.almond", s"almond-scalapy_$sbv"), Properties.version))
         )
       else
         Map.empty[Module, Seq[Dependency]]
diff --git a/project/deps.sc b/project/deps.sc
index ee15d6b6a..e598aade0 100644
--- a/project/deps.sc
+++ b/project/deps.sc
@@ -52,6 +52,7 @@ object Deps {
   def mdoc                     = ivy"org.scalameta::mdoc:2.3.3"
   def metabrowseServer         = ivy"org.scalameta:::metabrowse-server:0.2.8"
   def scalafmtDynamic          = ivy"org.scalameta::scalafmt-dynamic:${Versions.scalafmt}"
+  def scalapy                  = ivy"me.shadaj::scalapy-core:0.5.2"
   def scalaReflect(sv: String) = ivy"org.scala-lang:scala-reflect:$sv"
   def scalaRx                  = ivy"com.lihaoyi::scalarx:0.4.3"
   def scalatags                = ivy"com.lihaoyi::scalatags:0.11.1"