diff --git a/README.md b/README.md
index 8decebff..285efaa4 100644
--- a/README.md
+++ b/README.md
@@ -131,7 +131,7 @@ formatting.
 | Python | [autopep8](https://github.com/hhatto/autopep8), [flake8](http://flake8.pycqa.org/en/latest/), [isort](https://github.com/timothycrosley/isort), [mypy](http://mypy-lang.org/), [pycodestyle](https://github.com/PyCQA/pycodestyle), [pyls](https://github.com/palantir/python-language-server), [pylint](https://www.pylint.org/) !!, [yapf](https://github.com/google/yapf) |
 | R | [lintr](https://github.com/jimhester/lintr) |
 | ReasonML | [merlin](https://github.com/the-lambda-church/merlin) see `:help ale-integration-reason-merlin` for configuration instructions, [refmt](https://github.com/reasonml/reason-cli) |
-| reStructuredText | [proselint](http://proselint.com/), [write-good](https://github.com/btford/write-good) |
+| reStructuredText | [proselint](http://proselint.com/), [rstcheck](https://github.com/myint/rstcheck), [write-good](https://github.com/btford/write-good) |
 | RPM spec | [rpmlint](https://github.com/rpm-software-management/rpmlint) (disabled by default; see `:help ale-integration-spec`) |
 | Ruby | [brakeman](http://brakemanscanner.org/) !!, [rails_best_practices](https://github.com/flyerhzm/rails_best_practices) !!, [reek](https://github.com/troessner/reek), [rubocop](https://github.com/bbatsov/rubocop), [ruby](https://www.ruby-lang.org) |
 | Rust |  cargo !! (see `:help ale-integration-rust` for configuration instructions), [rls](https://github.com/rust-lang-nursery/rls), [rustc](https://www.rust-lang.org/), [rustfmt](https://github.com/rust-lang-nursery/rustfmt) |
diff --git a/ale_linters/rst/rstcheck.vim b/ale_linters/rst/rstcheck.vim
new file mode 100644
index 00000000..b660627f
--- /dev/null
+++ b/ale_linters/rst/rstcheck.vim
@@ -0,0 +1,37 @@
+" Author: John Nduli https://github.com/jnduli
+" Description: Rstcheck for reStructuredText files
+"
+
+function! ale_linters#rst#rstcheck#Handle(buffer, lines) abort
+    " matches: 'bad_rst.rst:1: (SEVERE/4) Title overline & underline
+    " mismatch.'
+    let l:pattern = '\v^(.+):(\d*): \(([a-zA-Z]*)/\d*\) (.+)$'
+    let l:dir = expand('#' . a:buffer . ':p:h')
+    let l:output = []
+    for l:match in ale#util#GetMatches(a:lines, l:pattern)
+        call add(l:output, {
+        \   'filename': ale#path#GetAbsPath(l:dir, l:match[1]),
+        \   'lnum': l:match[2] + 0,
+        \   'col': 0,
+        \   'type': l:match[3] is# 'SEVERE' ? 'E' : 'W',
+        \   'text': l:match[4],
+        \})
+    endfor
+
+    return l:output
+endfunction
+
+function! ale_linters#rst#rstcheck#GetCommand(buffer) abort
+    return ale#path#BufferCdString(a:buffer)
+    \   . 'rstcheck'
+    \   . ' %t'
+endfunction
+
+
+call ale#linter#Define('rst', {
+\   'name': 'rstcheck',
+\   'executable': 'rstcheck',
+\   'command_callback': 'ale_linters#rst#rstcheck#GetCommand',
+\   'callback': 'ale_linters#rst#rstcheck#Handle',
+\   'output_stream': 'both',
+\})
diff --git a/doc/ale.txt b/doc/ale.txt
index 5533277b..a684d704 100644
--- a/doc/ale.txt
+++ b/doc/ale.txt
@@ -318,7 +318,7 @@ Notes:
 * Python: `autopep8`, `flake8`, `isort`, `mypy`, `pycodestyle`, `pyls`, `pylint`!!, `yapf`
 * R: `lintr`
 * ReasonML: `merlin`, `refmt`
-* reStructuredText: `proselint`, `write-good`
+* reStructuredText: `proselint`, `rstcheck`, `write-good`
 * RPM spec: `rpmlint`
 * Ruby: `brakeman`, `rails_best_practices`!!, `reek`, `rubocop`, `ruby`
 * Rust: `cargo`!!, `rls`, `rustc` (see |ale-integration-rust|), `rustfmt`
diff --git a/test/handler/test_rstcheck_lint_handler.vader b/test/handler/test_rstcheck_lint_handler.vader
new file mode 100644
index 00000000..64cb5875
--- /dev/null
+++ b/test/handler/test_rstcheck_lint_handler.vader
@@ -0,0 +1,33 @@
+Before:
+  runtime ale_linters/rstcheck/rstcheck.vim
+
+Execute(Warning and error messages should be handled correctly):
+  AssertEqual
+  \ [
+  \   {
+  \      'filename': ale#path#Winify(expand('%:p:h') . '/bad_python.rst'),
+  \      'lnum': 7,
+  \      'col': 0,
+  \      'type': 'W',
+  \      'text': '(python) unexpected EOF while parsing',
+  \   },
+  \   {
+  \      'filename': ale#path#Winify(expand('%:p:h') . '/bad_cpp.rst'),
+  \      'lnum': 9,
+  \      'col': 0,
+  \      'type': 'W',
+  \      'text': '(cpp) error: ''x'' was not declared in this scope',
+  \   },
+  \   {
+  \      'filename': ale#path#Winify(expand('%:p:h') . '/bad_rst.rst'),
+  \      'lnum': 1,
+  \      'col': 0,
+  \      'type': 'E',
+  \      'text': 'Title overline & underline mismatch.',
+  \   },
+  \ ],
+  \ ale_linters#rst#rstcheck#Handle(1, [
+  \   'bad_python.rst:7: (ERROR/3) (python) unexpected EOF while parsing',
+  \   'bad_cpp.rst:9: (ERROR/3) (cpp) error: ''x'' was not declared in this scope',
+  \   'bad_rst.rst:1: (SEVERE/4) Title overline & underline mismatch.',
+  \])