diff --git a/M/MLJGLMInterface/Compat.toml b/M/MLJGLMInterface/Compat.toml
new file mode 100644
index 000000000000000..eb66c4e980365ed
--- /dev/null
+++ b/M/MLJGLMInterface/Compat.toml
@@ -0,0 +1,7 @@
+[0]
+Distributions = "0.24"
+GLM = "1.3.11-1"
+MLJModelInterface = "0.3.6-0.3"
+Parameters = "0.12"
+Tables = "1.1.0-1"
+julia = "1"
diff --git a/M/MLJGLMInterface/Deps.toml b/M/MLJGLMInterface/Deps.toml
new file mode 100644
index 000000000000000..28b1db499e14ecc
--- /dev/null
+++ b/M/MLJGLMInterface/Deps.toml
@@ -0,0 +1,6 @@
+[0]
+Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
+GLM = "38e38edf-8417-5370-95a0-9cbb8c7f171a"
+MLJModelInterface = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
+Parameters = "d96e819e-fc66-5662-9728-84c9c7592b0a"
+Tables = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
diff --git a/M/MLJGLMInterface/Package.toml b/M/MLJGLMInterface/Package.toml
new file mode 100644
index 000000000000000..c4dac77e86ef346
--- /dev/null
+++ b/M/MLJGLMInterface/Package.toml
@@ -0,0 +1,3 @@
+name = "MLJGLMInterface"
+uuid = "caf8df21-4939-456d-ac9c-5fefbfb04c0c"
+repo = "https://github.com/alan-turing-institute/MLJGLMInterface.jl.git"
diff --git a/M/MLJGLMInterface/Versions.toml b/M/MLJGLMInterface/Versions.toml
new file mode 100644
index 000000000000000..85967d4c8272736
--- /dev/null
+++ b/M/MLJGLMInterface/Versions.toml
@@ -0,0 +1,2 @@
+["0.1.0"]
+git-tree-sha1 = "6572872b608af0dbc477af6c85bfbbc47f51976c"
diff --git a/Registry.toml b/Registry.toml
index 1a2a6bc03d4f67f..f365a44c02149d2 100644
--- a/Registry.toml
+++ b/Registry.toml
@@ -3685,6 +3685,7 @@ caafb194-7e8d-11e9-2724-d5981dd0806d = { name = "Kaleido", path = "K/Kaleido" }
 cab608d6-c565-4ea1-96d6-ce5441ba21b0 = { name = "Empirikos", path = "E/Empirikos" }
 cad2338a-1db2-11e9-3401-43bc07c9ede2 = { name = "EllipticalSliceSampling", path = "E/EllipticalSliceSampling" }
 cadd898e-fd86-5def-96da-d3badf016279 = { name = "GoogleSheetsCSVExporter", path = "G/GoogleSheetsCSVExporter" }
+caf8df21-4939-456d-ac9c-5fefbfb04c0c = { name = "MLJGLMInterface", path = "M/MLJGLMInterface" }
 cb002d51-b850-5775-a4f8-1db47be676b8 = { name = "Levenshtein", path = "L/Levenshtein" }
 cb13b1c6-351e-5134-b3ad-d6a530956a82 = { name = "Waveforms", path = "W/Waveforms" }
 cb1a753d-6b7b-52e3-9bfe-57d99d445c39 = { name = "AsterReader", path = "A/AsterReader" }