diff --git a/bin/cml-pr.js b/bin/cml-pr.js
new file mode 100644
index 000000000..04c4121f9
--- /dev/null
+++ b/bin/cml-pr.js
@@ -0,0 +1,41 @@
+#!/usr/bin/env node
+
+const print = console.log;
+console.log = console.error;
+
+const yargs = require('yargs');
+const decamelize = require('decamelize-keys');
+
+const CML = require('../src/cml');
+
+const run = async (opts) => {
+  const globs = opts._.length ? opts._ : undefined;
+  const cml = new CML(opts);
+  print(await cml.pr_create({ ...opts, globs }));
+};
+
+const opts = decamelize(
+  yargs
+    .usage('Usage: $0 <path to markdown file>')
+    .describe('md', 'Output in markdown format [](url).')
+    .boolean('md')
+    .default('repo')
+    .describe(
+      'repo',
+      'Specifies the repo to be used. If not specified is extracted from the CI ENV.'
+    )
+    .default('token')
+    .describe(
+      'token',
+      'Personal access token to be used. If not specified in extracted from ENV repo_token.'
+    )
+    .default('driver')
+    .choices('driver', ['github', 'gitlab'])
+    .describe('driver', 'If not specify it infers it from the ENV.')
+    .help('h').argv
+);
+
+run(opts).catch((e) => {
+  console.error(e);
+  process.exit(1);
+});
diff --git a/package.json b/package.json
index 3def2629e..4b9fc2fa8 100644
--- a/package.json
+++ b/package.json
@@ -35,7 +35,8 @@
     "cml-publish": "bin/cml-publish.js",
     "cml-tensorboard-dev": "bin/cml-tensorboard-dev.js",
     "cml-runner": "bin/cml-runner.js",
-    "cml-cloud-runner-entrypoint": "bin/cml-runner.js"
+    "cml-cloud-runner-entrypoint": "bin/cml-runner.js",
+    "test-cml-pr": "bin/cml-pr.js"
   },
   "scripts": {
     "lintfix": "eslint --fix ./",
diff --git a/src/cml.js b/src/cml.js
index 9fe359f65..4f0f94915 100644
--- a/src/cml.js
+++ b/src/cml.js
@@ -1,6 +1,8 @@
 const { execSync } = require('child_process');
 const git_url_parse = require('git-url-parse');
 const strip_auth = require('strip-url-auth');
+const git = require('simple-git/promise')('./');
+const globby = require('globby');
 
 const Gitlab = require('./drivers/gitlab');
 const Github = require('./drivers/github');
@@ -234,6 +236,89 @@ class CML {
     }
   }
 
+  async pr_create(opts = {}) {
+    const { globs = ['dvc.lock', '.gitignore'], md } = opts;
+
+    const { files } = await git.status();
+    if (!files.length) {
+      console.log('No files changed. Nothing to do.');
+      return;
+    }
+
+    const driver = get_driver(this);
+    const paths = (await globby(globs)).filter((path) =>
+      files.map((item) => item.path).includes(path)
+    );
+
+    const render_pr = (url) => {
+      if (md)
+        return `[CML's ${
+          this.driver === 'gitlab' ? 'Merge' : 'Pull'
+        } Request](${url})`;
+      return url;
+    };
+
+    const sha = await exec(`git rev-parse HEAD`);
+    const sha_short = sha.substr(0, 7);
+    let target = await exec(`git branch --show-current`);
+    if (!target) {
+      if (this.driver === 'gitlab') {
+        target = await exec('echo $CI_BUILD_REF_NAME');
+      }
+    }
+    const source = `${target}-cmlpr-${sha_short}`;
+
+    await exec(`git fetch origin`);
+
+    const branch_exists = (await exec(`git branch -r`)).includes(source);
+    if (branch_exists) {
+      const prs = await driver.prs();
+      const { url } =
+        prs.find((pr) => pr.source === source && pr.target === target) || {};
+
+      if (url) return render_pr(url);
+    } else {
+      try {
+        await exec(`git config --local user.email "david@iterative.ai"`);
+        await exec(`git config --local user.name "cml-bot"`);
+        await exec('git config advice.addIgnoredFile false');
+
+        if (this.driver !== 'github') {
+          const repo = new URL(this.repo);
+          repo.password = this.token;
+          repo.username = driver.user_name;
+
+          await exec(`git remote rm origin`);
+          await exec(`git remote add origin "${repo.toString()}.git"`);
+        }
+
+        await exec(`git checkout -B ${target} ${sha}`);
+        await exec(`git checkout -b ${source}`);
+        await exec(`git add ${paths.join(' ')}`);
+        await exec(`git commit -m "CML [skip ci]"`);
+        await exec(`git push --set-upstream origin ${source}`);
+        await exec(`git checkout -B ${target} ${sha}`);
+      } catch (err) {
+        await exec(`git checkout -B ${target} ${sha}`);
+        throw err;
+      }
+    }
+
+    const title = `CML commits ${target} ${sha_short}`;
+    const description = `
+  Automated commits for ${this.repo}/commit/${sha} created by CML.
+  `;
+
+    const url = await driver.pr_create({
+      source,
+      target,
+      title,
+      description
+    });
+
+    return render_pr(url);
+  }
+
   log_error(e) {
     console.error(e.message);
   }
diff --git a/src/drivers/github.js b/src/drivers/github.js
index a0be2f233..9330dbca0 100644
--- a/src/drivers/github.js
+++ b/src/drivers/github.js
@@ -231,6 +231,58 @@ class Github {
       )
       .map((runner) => ({ id: runner.id, name: runner.name }));
   }
+
+  async pr_create(opts = {}) {
+    const { source: head, target: base, title, description: body } = opts;
+    const { owner, repo } = owner_repo({ uri: this.repo });
+    const { pulls } = octokit(this.token, this.repo);
+
+    const {
+      data: { url }
+    } = await pulls.create({
+      owner,
+      repo,
+      head,
+      base,
+      title,
+      body
+    });
+
+    return url;
+  }
+
+  async prs(opts = {}) {
+    const { state = 'open' } = opts;
+    const { owner, repo } = owner_repo({ uri: this.repo });
+    const { pulls } = octokit(this.token, this.repo);
+
+    const { data: prs } = await pulls.list({
+      owner,
+      repo,
+      state
+    });
+
+    return prs.map((pr) => {
+      const {
+        url,
+        head: { ref: source },
+        base: { ref: target }
+      } = pr;
+      return {
+        url,
+        source,
+        target
+      };
+    });
+  }
+
+  get user_email() {
+    return 'action@github.com';
+  }
+
+  get user_name() {
+    return 'GitHub Action';
+  }
 }
 
 module.exports = Github;
diff --git a/src/drivers/gitlab.js b/src/drivers/gitlab.js
index c7bbf1188..68d59fe08 100644
--- a/src/drivers/gitlab.js
+++ b/src/drivers/gitlab.js
@@ -8,7 +8,7 @@ const { resolve } = require('path');
 
 const { fetch_upload_data, download, exec } = require('../utils');
 
-const { IN_DOCKER } = process.env;
+const { IN_DOCKER, GITLAB_USER_EMAIL, GITLAB_USER_NAME } = process.env;
 const API_VER = 'v4';
 class Gitlab {
   constructor(opts = {}) {
@@ -180,6 +180,39 @@ class Gitlab {
     return runners.map((runner) => ({ id: runner.id, name: runner.name }));
   }
 
+  async pr_create(opts = {}) {
+    const { project_path } = this;
+    const { source, target, title, description } = opts;
+
+    const endpoint = `/projects/${project_path}/merge_requests`;
+    const body = new URLSearchParams();
+    body.append('source_branch', source);
+    body.append('target_branch', target);
+    body.append('title', title);
+    body.append('description', description);
+
+    const { web_url } = await this.request({ endpoint, method: 'POST', body });
+
+    return web_url;
+  }
+
+  async prs(opts = {}) {
+    const { project_path } = this;
+    const { state = 'opened' } = opts;
+
+    const endpoint = `/projects/${project_path}/merge_requests?state=${state}`;
+    const prs = await this.request({ endpoint, method: 'GET' });
+
+    return prs.map((pr) => {
+      const { web_url: url, source_branch: source, target_branch: target } = pr;
+      return {
+        url,
+        source,
+        target
+      };
+    });
+  }
+
   async request(opts = {}) {
     const { token } = this;
     const { endpoint, method = 'GET', body, raw } = opts;
@@ -198,6 +231,14 @@ class Gitlab {
 
     return await response.json();
   }
+
+  get user_email() {
+    return GITLAB_USER_EMAIL;
+  }
+
+  get user_name() {
+    return GITLAB_USER_NAME;
+  }
 }
 
 module.exports = Gitlab;