diff --git a/scripts/config.json b/scripts/config.json
new file mode 100644
index 0000000..43a8291
--- /dev/null
+++ b/scripts/config.json
@@ -0,0 +1,20 @@
+{
+  "version": "0.1",
+  "scripts": [
+    {
+      "documentation": {
+        "command": "generate-openapi-description",
+        "description": "Generate openapi documentation for the configured mu-search endpoints",
+        "arguments": []
+      },
+      "environment": {
+        "image": "python:3.10",
+        "interactive": false,
+        "script": "./generate-openapi/generate.py"
+      },
+      "mounts": {
+        "app": "/data/app/"
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/scripts/generate-openapi/generate.py b/scripts/generate-openapi/generate.py
new file mode 100644
index 0000000..6d71f8b
--- /dev/null
+++ b/scripts/generate-openapi/generate.py
@@ -0,0 +1,156 @@
+#!/usr/bin/env python3
+import os
+import json
+
+es_type_to_openapi_type = {
+    "text": "string",
+    "keyword": "string",
+    "date": "string",
+    "integer": "integer"
+}
+
+STATIC_PARAMETERS = [
+    {
+        "in": "query",
+        "name": "page",
+        "description": "For more info, read the mu-search documentation on [Pagination](https://github.com/mu-semtech/mu-search#pagination).",
+        "explode": True,
+        "style": "deepObject",
+        "schema": {
+            "type": "object",
+            "properties": {
+                "size": {
+                    "type": "integer"
+                },
+                "number": {
+                    "type": "integer"
+                },
+            }
+        }
+    },
+    {
+        "in": "query",
+        "name": "collapse_uuids",
+        "description": "For more info, read the mu-search documentation on [Removing duplicate results](https://github.com/mu-semtech/mu-search#removing-duplicate-results).",
+        "explode": True,
+        "style": "form",
+        "schema": {
+            "type": "string",
+            "enum": [ "t" ]
+        }
+    },
+]
+
+def search_conf_props_to_openapi_props(s_conf_props):
+    openapi_props = {}
+    for key, props in s_conf_props.items():
+        openapi_props[key] = {"type": es_type_to_openapi_type[props["type"]]}
+    return openapi_props
+
+def search_conf_props_to_openapi_filter_qp(s_conf_props):
+    openapi_qp = {
+        "in": "query",
+        "name": "filter",
+        "explode": True,
+        "style": "deepObject",
+        "schema": {
+            "type": "object",
+            "properties": {}
+        }
+    }
+    for key, props in s_conf_props.items():
+        openapi_qp["schema"]["properties"][key] = {"type": es_type_to_openapi_type[props["type"]]}
+    return openapi_qp
+
+if __name__ == '__main__':
+    with open("/data/app/config/search/config.json"
+              ) as mu_search_config_file:
+        mu_search_config = json.load(mu_search_config_file)
+
+    openapi = {
+        "openapi": "3.0.0",
+        "info": {
+            "title": "Mu-search api description",
+            "version": "Our version"
+        },
+        "paths": {}
+    }
+
+    paths_obj = {}
+    for type in mu_search_config["types"]:
+        path = f"/{type['type']}/search"
+        jsonapi_properties = {}
+        paths_obj[path] = {
+            "get": {
+                "description": f"Search the {type['type']} index",
+                "responses": {
+                    "200": {
+                        "description": "Search results",
+                        "content": {
+                            "application/json": {
+                                "schema": {
+                                    "type": "object",
+                                    "properties": {
+                                        "data": {
+                                            "type": "object",
+                                            "properties": {
+                                                "id": {
+                                                    "type": "string"
+                                                },
+                                                "type": {
+                                                    "type": "string"
+                                                },
+                                                "attributes": {
+                                                    "type":
+                                                    "object",
+                                                    "properties": search_conf_props_to_openapi_props(type["mappings"]["properties"]),
+                                                }
+                                            },
+                                        },
+                                    },
+                                }
+                            }
+                        }
+                    }
+                }
+            },
+            "parameters": []
+        }
+        paths_obj[path]["parameters"].append({
+            "in": "query",
+            "name": "filter",
+            "description": """Note that more filtering options exist than what it expressable in Openapi.
+    Read the mu-search documentation on [Supported search methods](https://github.com/mu-semtech/mu-search#supported-search-methods) for more info""",
+            "explode": True,
+            "style": "deepObject",
+            "schema": {
+                "type": "object",
+                "properties": search_conf_props_to_openapi_props(type["mappings"]["properties"])
+            }
+        })
+        
+        sort_props = search_conf_props_to_openapi_props(type["mappings"]["properties"])
+        for k, v in sort_props.items():
+            v["enum"] = ["asc", "desc"]
+        paths_obj[path]["parameters"].append({
+            "in": "query",
+            "name": "sort",
+            "description": "For more info, read the mu-search documentation on [sorting](https://github.com/mu-semtech/mu-search#sorting).",
+            "explode": True,
+            "style": "deepObject",
+            "schema": {
+              "type": "object",
+              "properties": sort_props
+            }
+        })
+        paths_obj[path]["parameters"].extend(STATIC_PARAMETERS)
+
+    openapi["paths"] = paths_obj
+
+
+    try:
+        os.mkdir("/data/app/doc")
+    except FileExistsError:
+        pass
+    with open("/data/app/doc/search-openapi.json", "w") as file:
+        json.dump(openapi, file, indent=2)