diff --git a/scripts/README.md b/scripts/README.md
index 2791a63..91905e0 100644
--- a/scripts/README.md
+++ b/scripts/README.md
@@ -3,7 +3,7 @@ A few scripts to help with any task
 
 ## csv_vocab_to_mongo.py
 Parses the vocabulary files in `$REPO_ROOT/data/vocab/`, converts the vocabulary items
-into a format that fits the database model for vocabulary items (see `backend/db.md**) and
+into a format that fits the database model for vocabulary items (see `backend/db.md`) and
 writes the data into the MongoDB database.
 
 **NOTE**: Requires `pymongo` to be installed via pip
@@ -17,7 +17,7 @@ writes the data into the MongoDB database.
 ## add_user.js
 Asks the user about his data (username, password, class** and adds the user to the database.
 
-**NOTE**: Requires `mongodb** to be installed via npm
+**NOTE**: Requires `mongodb` to be installed via npm
 
 **NOTE**: This script is written in JavaScript, so we can ensure that the same pbkdf2 function is used
 to create the user and to hash the password later on.
@@ -31,12 +31,12 @@ to create the user and to hash the password later on.
 ## add_level.py
 Asks about a new level to add
 
-**NOTE**: Requires `mongodb** to be installed via npm
+**NOTE**: Requires `mongodb` to be installed via npm
 
 ### Usage
 
 - `URI`: The URI of the MongoDB instance
-- `Database**: The name of the database in the MongoDB instance
+- `Database`: The name of the database in the MongoDB instance
 
 ## generate_test_levels.py
 Generates 10 levels with names and a description. The name and the description are generated using
@@ -48,4 +48,4 @@ Markov Chains, while the Bee Movie script serves as data for the model.
 ### Usage
 
 - `URI`: The URI of the MongoDB instance
-- `Database**: The name of the database in the MongoDB instance
+- `Database`: The name of the database in the MongoDB instance