diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..086e654
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,106 @@
+FROM python:3.11-slim AS builder
+
+# Download uv
+RUN apt-get update && apt-get install -y --no-install-recommends curl ca-certificates build-essential
+ADD https://astral.sh/uv/install.sh /uv-installer.sh
+RUN sh /uv-installer.sh && rm /uv-installer.sh
+ENV PATH="/root/.local/bin/:$PATH"
+
+# Install the project into `/app`
+WORKDIR /app
+
+# Enable bytecode compilation
+ENV UV_COMPILE_BYTECODE=1
+
+# Copy from the cache instead of linking since it's a mounted volume
+ENV UV_LINK_MODE=copy
+
+# Install the project's dependencies using the lockfile and settings
+RUN --mount=type=cache,target=/root/.cache/uv \
+    --mount=type=bind,source=uv.lock,target=uv.lock \
+    --mount=type=bind,source=pyproject.toml,target=pyproject.toml \
+    uv sync --locked --no-install-project --no-dev
+
+# Then, add the rest of the project source code and install it
+# Installing separately from its dependencies allows optimal layer caching
+COPY . /app
+RUN --mount=type=cache,target=/root/.cache/uv \
+    uv sync --locked --no-dev
+
+ENV PATH="/app/.venv/bin:$PATH"
+
+RUN apt-get update && apt-get install -y \
+    postgresql \
+    postgresql-contrib \
+    default-mysql-server \
+    && rm -rf /var/lib/apt/lists/*
+
+# Final stage
+FROM python:3.11-slim
+
+ENV PATH="/app/.venv/bin:$PATH"
+
+# Copy Python environment and app from builder
+COPY --from=builder /usr/local/lib/python3.11/site-packages /usr/local/lib/python3.11/site-packages
+COPY --from=builder /usr/local/bin /usr/local/bin
+COPY --from=builder /app /app
+
+RUN apt-get update && apt-get install -y \
+    postgresql \
+    postgresql-contrib \
+    default-mysql-server \
+    && rm -rf /var/lib/apt/lists/*
+
+# Set up PostgreSQL
+RUN service postgresql start && \
+    su - postgres -c "createuser -s root" && \
+    su - postgres -c "createdb lematerial" && \
+    su - postgres -c "psql -c \"CREATE USER lematerial WITH PASSWORD 'lematerial';\"" && \
+    su - postgres -c "psql -c \"ALTER USER lematerial WITH SUPERUSER;\"" && \
+    su - postgres -c "psql -c \"GRANT ALL PRIVILEGES ON DATABASE lematerial TO lematerial;\"" && \
+    # Update pg_hba.conf to use md5 authentication for the lematerial user
+    pg_hba_path=$(find /etc/postgresql -name "pg_hba.conf") && \
+    echo "host    all             lematerial      127.0.0.1/32            md5" >> "$pg_hba_path" && \
+    echo "host    all             lematerial      ::1/128                 md5" >> "$pg_hba_path" && \
+    service postgresql stop
+
+# Create necessary directories and set permissions
+RUN mkdir -p /var/lib/mysql /var/run/mysqld /docker-entrypoint-initdb.d && \
+    chown -R mysql:mysql /var/lib/mysql /var/run/mysqld
+
+# Initialize MariaDB
+RUN mysql_install_db --user=mysql --datadir=/var/lib/mysql && \
+    service mariadb start && \
+    mariadb -u root -e "CREATE DATABASE IF NOT EXISTS lematerial;" && \
+    mariadb -u root -e "CREATE USER 'lematerial'@'localhost' IDENTIFIED BY 'lematerial';" && \
+    mariadb -u root -e "GRANT ALL PRIVILEGES ON lematerial.* TO 'lematerial'@'localhost';" && \
+    mariadb -u root -e "FLUSH PRIVILEGES;" && \
+    service mariadb stop
+
+# Create necessary directories
+RUN mkdir -p /app/logs /root/.cache/lematerial_fetcher
+
+# Copy startup script
+COPY lemat-traj.sh /usr/local/bin/
+RUN chmod +x /usr/local/bin/lemat-traj.sh
+
+# Set environment variables
+ENV LEMATERIALFETCHER_DB_PASSWORD=lematerial \
+    LEMATERIALFETCHER_MYSQL_PASSWORD=lematerial \
+    LEMATERIALFETCHER_DB_USER=lematerial \
+    LEMATERIALFETCHER_DB_NAME=lematerial \
+    LEMATERIALFETCHER_MYSQL_USER=lematerial \
+    LEMATERIALFETCHER_MYSQL_DATABASE=lematerial \
+    LEMATERIALFETCHER_TRANSFORMER_SOURCE_DB_USER=lematerial \
+    LEMATERIALFETCHER_TRANSFORMER_SOURCE_DB_PASSWORD=lematerial \
+    LEMATERIALFETCHER_TRANSFORMER_SOURCE_DB_NAME=lematerial \
+    LEMATERIALFETCHER_TRANSFORMER_DEST_DB_USER=lematerial \
+    LEMATERIALFETCHER_TRANSFORMER_DEST_DB_PASSWORD=lematerial \
+    LEMATERIALFETCHER_TRANSFORMER_DEST_DB_NAME=lematerial
+
+# Expose ports
+EXPOSE 5432 3306
+
+ENTRYPOINT []
+
+CMD ["lemat-traj.sh"]
diff --git a/README.md b/README.md
index 3709e10..20a9547 100644
--- a/README.md
+++ b/README.md
@@ -225,3 +225,72 @@ This code base is the property of Entalpic and is licensed under the Apache Lice
 ```text
 Copyright 2025 Entalpic
 ```
+
+## Docker Setup
+
+For easy deployment and execution, we provide a Docker setup that includes both PostgreSQL and MySQL databases. This setup allows you to run the entire pipeline with a single command.
+
+### Building the Docker Image
+
+```bash
+docker build -t lematerial-fetcher .
+```
+
+### Running the Pipeline
+
+1. **Basic Run**
+   ```bash
+   docker run -it lematerial-fetcher run-pipeline
+   ```
+
+2. **With Hugging Face Integration**
+   ```bash
+   docker run -it \
+     -e LEMATERIALFETCHER_HF_TOKEN=your_huggingface_token \
+     lematerial-fetcher run-pipeline
+   ```
+
+3. **Interactive Shell**
+   ```bash
+   docker run -it lematerial-fetcher bash
+   ```
+
+4. **Persistent Data Storage**
+   ```bash
+   docker run -it \
+     -v $(pwd)/data:/app/data \
+     -v $(pwd)/logs:/app/logs \
+     lematerial-fetcher run-pipeline
+   ```
+
+### Database Access
+
+The Docker container exposes the following ports:
+- PostgreSQL: 5432
+- MySQL: 3306
+
+You can connect to the databases using these credentials:
+- PostgreSQL:
+  - Host: localhost
+  - Port: 5432
+  - User: root
+  - Password: root
+  - Database: lematerial
+
+- MySQL:
+  - Host: localhost
+  - Port: 3306
+  - User: root
+  - Password: root
+  - Database: lematerial
+
+### Environment Variables
+
+You can customize the setup using environment variables:
+```bash
+docker run -it \
+  -e LEMATERIALFETCHER_DB_PASSWORD=your_password \
+  -e LEMATERIALFETCHER_MYSQL_PASSWORD=your_mysql_password \
+  -e LEMATERIALFETCHER_HF_TOKEN=your_huggingface_token \
+  lematerial-fetcher run-pipeline
+```
diff --git a/lemat-traj.sh b/lemat-traj.sh
new file mode 100755
index 0000000..f1f1bfb
--- /dev/null
+++ b/lemat-traj.sh
@@ -0,0 +1,60 @@
+#!/bin/bash
+set -e
+
+echo "WARNING: Make sure that your .env file is not interfering with the Docker's environment variables."
+
+# Start PostgreSQL and MariaDB services
+echo "Starting PostgreSQL service..."
+service postgresql start
+
+echo "Starting MariaDB service..."
+service mariadb start
+
+echo "Starting the full pipeline..."
+source /app/.venv/bin/activate
+
+# Materials Project Pipeline
+echo "Fetching Materials Project structures..."
+lematerial-fetcher mp fetch --table-name mp_structures --num-workers 12
+
+echo "Fetching Materials Project tasks..."
+lematerial-fetcher mp fetch --tasks --table-name mp_tasks --num-workers 12
+
+echo "Transforming Materials Project data..."
+lematerial-fetcher mp transform --traj --task-source-table-name mp_tasks --table-name mp_structures --dest-table-name transformed_mp_structures --num-workers 12 --batch-size 1000 --db-fetch-batch-size 10
+
+# UNCOMMENT FOR ALEXANDRIA
+
+# # Alexandria Pipeline
+# echo "Fetching Alexandria trajectories..."
+# lematerial-fetcher alexandria fetch --traj --table-name alex_structures --functional pbe --num-workers 10
+# lematerial-fetcher alexandria fetch --traj --table-name alex_structures --functional pbesol --num-workers 10
+
+# echo "Transforming Alexandria data..."
+# lematerial-fetcher alexandria transform --traj --table-name alex_structures --dest-table-name transformed_alex_structures --num-workers 10 --batch-size 1000 --db-fetch-batch-size 10
+
+# UNCOMMENT FOR OQMD
+
+# # OQMD Pipeline
+# echo "Fetching OQMD structures..."
+# lematerial-fetcher oqmd fetch --table-name oqmd_structures
+
+# echo "Transforming OQMD data..."
+# lematerial-fetcher oqmd transform --traj --table-name oqmd_structures --dest-table-name transformed_oqmd_structures --num-workers 10 --batch-size 1000 --db-fetch-batch-size 10
+
+# Push to Hugging Face (if HF_TOKEN is set)
+if [ ! -z "$LEMATERIALFETCHER_HF_TOKEN" ]; then
+    echo "Pushing data to Hugging Face..."
+    lematerial-fetcher push --table-name transformed_mp_structures \
+        --hf-repo-id LeMat-Traj \
+        # UNCOMMENT FOR ALEXANDRIA and OQMD
+        # --table-name transformed_alex_structures \
+        # --table-name transformed_oqmd_structures \
+        --chunk-size 1000000 \
+        --num-workers 12 \
+        --hf-token $LEMATERIALFETCHER_HF_TOKEN
+else
+    echo "Skipping Hugging Face push (HF_TOKEN not set)"
+fi
+
+echo "Pipeline completed successfully!" 
diff --git a/run.sh b/run.sh
new file mode 100755
index 0000000..960dece
--- /dev/null
+++ b/run.sh
@@ -0,0 +1,27 @@
+#!/usr/bin/env sh
+
+# FROM: https://github.com/astral-sh/uv-docker-example/blob/main/run.sh
+
+#   --rm                        Remove the container after exiting
+#   --volume .:/app             Mount the current directory to `/app` so code changes don't require an image rebuild
+#   --volume /app/.venv         Mount the virtual environment separately, so the developer's environment doesn't end up in the container
+#   --publish 8000:8000         Expose the web server port 8000 to the host
+#   -it $(docker build -q .)    Build the image, then use it as a run target
+#   $@                          Pass any arguments to the container
+
+if [ -t 1 ]; then
+    INTERACTIVE="-it"
+else
+    INTERACTIVE=""
+fi
+
+docker run \
+    --rm \
+    -p 5432:5432 \
+    -p 3306:3306 \
+    --volume .:/app \
+    --volume /app/.venv \
+    $INTERACTIVE \
+    --name lematerial \
+    $(docker build -q .) \
+    "$@"
diff --git a/src/lematerial_fetcher/fetcher/mp/fetch.py b/src/lematerial_fetcher/fetcher/mp/fetch.py
index 421d9c5..7967855 100644
--- a/src/lematerial_fetcher/fetcher/mp/fetch.py
+++ b/src/lematerial_fetcher/fetcher/mp/fetch.py
@@ -66,7 +66,6 @@ def get_items_to_process(self) -> ItemsInfo:
             self.config.mp_bucket_name == "materialsproject-build"
             and self.config.mp_bucket_prefix in ["collections", "collections/"]
         ):
-            breakpoint()
             prefix = get_latest_collection_version_prefix(
                 self.aws_client,
                 self.config.mp_bucket_name,