diff --git a/.gitignore b/.gitignore
index f7f8e9c4..bd8a15e9 100644
--- a/.gitignore
+++ b/.gitignore
@@ -13,3 +13,5 @@ dist
 laser*
 lol*
 .idea*
+htmlcov/
+.coverage
diff --git a/README.md b/README.md
index b6736f8b..0753a536 100644
--- a/README.md
+++ b/README.md
@@ -41,6 +41,23 @@ $ pip3 install mythril
 
 If you plan to analyze Solidity code you'll also need the [native version of solc](http://solidity.readthedocs.io/en/v0.4.21/installing-solidity.html#binary-packages). Solcjs is not supported.
 
+## Running tests
+
+```bash
+pip3 install -r requirements.txt
+./all_tests.sh
+```
+
+It will run all the tests.
+
+### Generating test coverage report 
+
+```bash
+./coverage_report.sh
+```
+
+It will generate a coverage testing report `htmlcov/index.html` in html format, which will be automatically opened in browser.
+
 ## Security analysis
 
 Run `myth -x` with one of the input options described below to run the analysis. This will run the Python modules in the [/analysis/modules](https://github.com/b-mueller/mythril/tree/master/mythril/analysis/modules) directory. 
diff --git a/coverage_report.sh b/coverage_report.sh
new file mode 100755
index 00000000..fc10bd70
--- /dev/null
+++ b/coverage_report.sh
@@ -0,0 +1,5 @@
+#!/bin/sh
+
+coverage run --source=mythril -m unittest discover -p "*_test.py"
+coverage html
+open htmlcov/index.html
diff --git a/requirements.txt b/requirements.txt
index eb28bc0f..66379de7 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -13,3 +13,4 @@ eth-keyfile>=0.5.1
 eth-keys>=0.2.0b3
 eth-rlp>=0.1.0
 eth-tester>=0.1.0b21
+coverage
diff --git a/setup.py b/setup.py
index baf998f2..3855da90 100755
--- a/setup.py
+++ b/setup.py
@@ -301,7 +301,8 @@ setup(
         'eth-keyfile>=0.5.1',
         'eth-keys>=0.2.0b3',
         'eth-rlp>=0.1.0',
-        'eth-tester>=0.1.0b21'
+        'eth-tester>=0.1.0b21',
+        'coverage'
     ],
 
     python_requires='>=3.5',