diff --git a/.github/workflows/test-dependencies.yml b/.github/workflows/test-dependencies.yml
new file mode 100644
index 0000000..b4f60c7
--- /dev/null
+++ b/.github/workflows/test-dependencies.yml
@@ -0,0 +1,34 @@
+name: Test Dependency Resolution
+
+on:
+  push:
+    branches: [ main, develop ]
+  pull_request:
+    branches: [ main, develop ]
+  workflow_dispatch:
+
+jobs:
+  test-dependencies:
+    runs-on: ubuntu-latest
+    
+    steps:
+    - name: Checkout code
+      uses: actions/checkout@v4
+      
+    - name: Setup Python
+      uses: actions/setup-python@v4
+      with:
+        python-version: '3.12'
+        
+    - name: Install uv
+      uses: astral-sh/setup-uv@v2
+      with:
+        version: latest
+        
+    - name: Install dependencies
+      run: |
+        uv sync --extra all
+        
+    - name: Run with pytest
+      run: |
+        uv run pytest tests/test_dependency_resolution.py -v 
\ No newline at end of file
diff --git a/Dockerfile b/Dockerfile
index fd66383..eda545d 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -9,6 +9,6 @@ WORKDIR /app
 COPY pyproject.toml uv.lock README.md LICENSE ./
 COPY lkr ./lkr
 ENV UV_PROJECT_ENVIRONMENT="/usr/local/"
-RUN uv sync --frozen --no-dev --no-editable
+RUN uv sync --frozen --no-dev --no-editable --extra=all
 
 CMD []
\ No newline at end of file
diff --git a/Makefile b/Makefile
index b897162..6cc9b69 100644
--- a/Makefile
+++ b/Makefile
@@ -1,4 +1,7 @@
-.PHONY: docs
+.PHONY: docs test-deps
 
 docs:
-	typer lkr/main.py utils docs --output lkr.md 
\ No newline at end of file
+	typer lkr/main.py utils docs --output lkr.md
+
+test-deps:
+	python tests/test_dependency_resolution.py 
\ No newline at end of file
diff --git a/README.md b/README.md
index bb6547f..618a55d 100644
--- a/README.md
+++ b/README.md
@@ -299,12 +299,12 @@ from lkr import UserAttributeUpdater
 def request_authorization(request: Request):
     body = await request.json()
     updater = UserAttributeUpdater.model_validate(body)
-    updater.get_request_authorization_for_value(request)
+    updater.get_request_authorization_for_value(request.headers.items())
     updater.update_user_attribute_value()
 
 @app.post("/as_body")
 def as_body(request: Request, body: UserAttributeUpdater):
-    body.get_request_authorization_for_value(request)
+    body.get_request_authorization_for_value(request.headers.items())
     body.update_user_attribute_value()
 
 @app.post("/assigning_value")
@@ -324,4 +324,55 @@ def delete_user_attribute(user_attribute_name: str, email: str):
       email=email,
     )
     updater.delete_user_attribute_value()
+
+## Optional Dependencies
+
+The `lkr` CLI supports optional dependencies that enable additional functionality. You can install these individually or all at once.
+
+### Available Extras
+
+- **`mcp`**: Enables the MCP (Model Context Protocol) server functionality
+  - Includes: `mcp[cli]>=1.9.2`, `duckdb>=1.2.2`
+- **`embed-observability`**: Enables the observability embed monitoring features
+  - Includes: `fastapi>=0.115.12`, `selenium>=4.32.0`
+- **`user-attribute-updater`**: Enables the user attribute updater functionality
+  - Includes: `fastapi>=0.115.12`
+
+### Installing Optional Dependencies
+
+**Install all optional dependencies:**
+```bash
+uv sync --extra all
+```
+
+**Install specific extras:**
+```bash
+# Install MCP functionality
+uv sync --extra mcp
+
+# Install observability features
+uv sync --extra embed-observability
+
+# Install user attribute updater
+uv sync --extra user-attribute-updater
+
+# Install multiple extras
+uv sync --extra mcp --extra embed-observability
+```
+
+**Using pip:**
+```bash
+# Install all optional dependencies
+pip install lkr-dev-cli[all]
+
+# Install specific extras
+pip install lkr-dev-cli[mcp,embed-observability,user-attribute-updater]
 ```
+
+### What Each Extra Enables
+
+- **`mcp`**: Use the MCP server with tools like Cursor for enhanced IDE integration
+- **`embed-observability`**: Run the observability embed server for monitoring Looker dashboard performance
+- **`user-attribute-updater`**: Deploy the user attribute updater service for OIDC token management
+
+All extras are designed to work together seamlessly, and installing `all` is equivalent to installing all individual extras.
diff --git a/lkr/tools/classes.py b/lkr/tools/classes.py
index 0235370..dc22f0e 100644
--- a/lkr/tools/classes.py
+++ b/lkr/tools/classes.py
@@ -1,6 +1,5 @@
 from typing import Literal, Optional, Self, cast
 
-from fastapi import Request
 from looker_sdk.sdk.api40.methods import Looker40SDK
 from looker_sdk.sdk.api40.models import (
     UserAttributeGroupValue,
@@ -46,10 +45,12 @@ def check_variables(self) -> Self:
                 )
         return self
 
-    def get_request_authorization_for_value(self, request: Request):
-        authorization_token = request.headers.get("Authorization")
+    def get_request_authorization_for_value(self, headers: list[tuple[str, str]]):
+        authorization_token = next(
+            (header for header in headers if header[0] == "Authorization"), None
+        )
         if authorization_token:
-            self.value = authorization_token
+            self.value = authorization_token[1]
         else:
             logger.error("No authorization token found")
 
diff --git a/lkr/tools/main.py b/lkr/tools/main.py
index ed0a8e0..72c57c3 100644
--- a/lkr/tools/main.py
+++ b/lkr/tools/main.py
@@ -22,7 +22,7 @@ def user_attribute_updater(
     @api.post("/identity_token")
     def identity_token(request: Request, body: UserAttributeUpdater):
         try:
-            body.get_request_authorization_for_value(request)
+            body.get_request_authorization_for_value(request.headers.items())
             body.update_user_attribute_value()
             raw_urls = os.getenv("LOOKER_WHITELISTED_BASE_URLS", "")
             whitelisted_base_urls = (
diff --git a/pyproject.toml b/pyproject.toml
index b2d4467..7a57d55 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -17,10 +17,25 @@ dependencies = [
     "pydash>=8.0.5",
     "structlog>=25.3.0",
     "questionary>=2.1.0",
-    "duckdb>=1.2.2",
+]
+
+[project.optional-dependencies]
+mcp = [
+    "mcp[cli]>=1.9.2",
+    "duckdb>=1.2.2"
+]
+embed-observability = [
     "fastapi>=0.115.12",
-    "selenium>=4.32.0",
+    "selenium>=4.32.0"
+]
+user-attribute-updater = [
+    "fastapi>=0.115.12"
+]
+all = [
     "mcp[cli]>=1.9.2",
+    "fastapi>=0.115.12",
+    "selenium>=4.32.0",
+    "duckdb>=1.2.2"
 ]
 
 [project.scripts]
diff --git a/tests/TESTING.md b/tests/TESTING.md
new file mode 100644
index 0000000..dc881a5
--- /dev/null
+++ b/tests/TESTING.md
@@ -0,0 +1,96 @@
+# Testing Dependency Resolution
+
+This project includes tests to ensure that all dependency combinations resolve to the same lock file, maintaining consistency in the dependency tree.
+
+## What the tests verify
+
+The tests ensure that these two commands produce identical lock files:
+
+1. `uv sync --extra all`
+2. `uv sync --extra [all individual extras]`
+
+Where "all individual extras" are dynamically discovered from `pyproject.toml` (excluding the `all` extra itself).
+
+This is important because the `all` extra should be equivalent to installing all individual extras together.
+
+## Running the tests
+
+### Option 1: Shell script (recommended for quick testing)
+
+```bash
+./tests/test_deps.sh
+```
+
+This script will:
+- Dynamically discover all individual extras from `pyproject.toml`
+- Create temporary directories
+- Run both dependency resolution commands
+- Compare the resulting lock files
+- Clean up automatically
+
+### Option 2: Python test (for CI/CD integration)
+
+```bash
+# Run directly
+python tests/test_dependency_resolution.py
+
+# Run with pytest
+uv run pytest tests/test_dependency_resolution.py -v
+```
+
+### Option 3: Makefile target
+
+```bash
+make test-deps
+```
+
+## What the tests check
+
+1. **Dynamic Extra Discovery**: Automatically discovers all individual extras from `pyproject.toml`
+2. **Dependency Resolution Consistency**: Ensures that `--extra all` and `--extra [individual extras]` resolve to the same set of packages
+3. **Configuration Validation**: Verifies that all required extras are properly defined in `pyproject.toml`
+4. **Lock File Integrity**: Compares SHA256 hashes of generated lock files
+
+## Expected output
+
+When the tests pass, you should see:
+
+```
+🔍 Discovering individual extras...
+📦 Found individual extras: mcp embed-observability user-attribute-updater
+🎉 SUCCESS: All dependency combinations resolve to the same lock file!
+✅ Dependency resolution is consistent
+```
+
+## Adding new extras
+
+When you add a new extra to `pyproject.toml`, the tests will automatically:
+
+1. Discover the new extra
+2. Include it in the dependency resolution test
+3. Verify that `--extra all` still includes all dependencies from the new extra
+
+No manual test updates are required!
+
+## Troubleshooting
+
+If the tests fail, it usually means:
+
+1. **Missing dependencies**: The `all` extra doesn't include all the dependencies from individual extras
+2. **Version conflicts**: Different dependency combinations resolve to different versions
+3. **Configuration issues**: The `pyproject.toml` file has inconsistencies
+
+### Common fixes
+
+1. **Update the `all` extra**: Make sure it includes all dependencies from individual extras
+2. **Check for version conflicts**: Ensure that all extras use compatible versions
+3. **Verify dependency definitions**: Make sure all extras are properly defined
+
+## CI/CD Integration
+
+The tests are automatically run in GitHub Actions on:
+- Push to `main` or `develop` branches
+- Pull requests to `main` or `develop` branches
+- Manual workflow dispatch
+
+See `.github/workflows/test-dependencies.yml` for the CI configuration. 
\ No newline at end of file
diff --git a/tests/test_dependency_resolution.py b/tests/test_dependency_resolution.py
new file mode 100644
index 0000000..0d12f29
--- /dev/null
+++ b/tests/test_dependency_resolution.py
@@ -0,0 +1,180 @@
+#!/usr/bin/env python3
+"""
+Test to ensure that all dependency combinations resolve to the same lock file.
+
+This test verifies that:
+1. uv sync --extra all
+2. uv sync --extra [all individual extras]
+
+Both resolve to the same lock file, ensuring consistency in dependency resolution.
+"""
+
+import subprocess
+import tempfile
+import shutil
+import hashlib
+from pathlib import Path
+import pytest
+import tomllib
+
+
+def get_file_hash(file_path: Path) -> str:
+    """Calculate SHA256 hash of a file."""
+    hash_sha256 = hashlib.sha256()
+    with open(file_path, "rb") as f:
+        for chunk in iter(lambda: f.read(4096), b""):
+            hash_sha256.update(chunk)
+    return hash_sha256.hexdigest()
+
+
+def discover_individual_extras(project_root: Path) -> list[str]:
+    """Discover all individual extras from pyproject.toml, excluding 'all'."""
+    pyproject_path = project_root / "pyproject.toml"
+    
+    if not pyproject_path.exists():
+        raise FileNotFoundError(f"pyproject.toml not found at {pyproject_path}")
+    
+    with open(pyproject_path, "rb") as f:
+        data = tomllib.load(f)
+    
+    optional_deps = data.get("project", {}).get("optional-dependencies", {})
+    
+    # Get all extras except 'all'
+    individual_extras = [extra for extra in optional_deps.keys() if extra != "all"]
+    
+    if not individual_extras:
+        raise ValueError("No individual extras found in pyproject.toml")
+    
+    return individual_extras
+
+
+def run_uv_sync(project_dir: Path, extras: list[str]) -> Path:
+    """Run uv sync with specified extras and return the path to the generated lock file."""
+    cmd = ["uv", "sync"]
+    for extra in extras:
+        cmd.extend(["--extra", extra])
+    print(f"Running: {' '.join(cmd)} in {project_dir}")
+    
+    _result = subprocess.run(
+        cmd,
+        cwd=project_dir,
+        capture_output=True,
+        text=True,
+        check=True
+    )
+    
+    lock_file = project_dir / "uv.lock"
+    if not lock_file.exists():
+        raise FileNotFoundError(f"Lock file not found at {lock_file}")
+    
+    return lock_file
+
+
+def test_dependency_resolution_consistency():
+    """Test that all dependency combinations resolve to the same lock file."""
+    # Get the current project directory
+    project_root = Path(__file__).parent.parent
+    
+    # Discover individual extras
+    individual_extras = discover_individual_extras(project_root)
+    print(f"Discovered individual extras: {individual_extras}")
+    
+    # Create temporary directories for testing
+    with tempfile.TemporaryDirectory() as temp_dir1, tempfile.TemporaryDirectory() as temp_dir2:
+        temp_dir1_path = Path(temp_dir1)
+        temp_dir2_path = Path(temp_dir2)
+        
+        # Copy project files to temporary directories
+        for item in ["pyproject.toml", "README.md", "LICENSE"]:
+            src = project_root / item
+            if src.exists():
+                shutil.copy2(src, temp_dir1_path / item)
+                shutil.copy2(src, temp_dir2_path / item)
+        
+        # Copy the lkr directory
+        lkr_src = project_root / "lkr"
+        if lkr_src.exists():
+            shutil.copytree(lkr_src, temp_dir1_path / "lkr")
+            shutil.copytree(lkr_src, temp_dir2_path / "lkr")
+        
+        try:
+            # Test 1: uv sync --extra all
+            lock_file_1 = run_uv_sync(temp_dir1_path, ["all"])
+            hash_1 = get_file_hash(lock_file_1)
+            print(f"Lock file 1 hash: {hash_1}")
+            
+            # Test 2: uv sync --extra [all individual extras]
+            lock_file_2 = run_uv_sync(temp_dir2_path, individual_extras)
+            hash_2 = get_file_hash(lock_file_2)
+            print(f"Lock file 2 hash: {hash_2}")
+            
+            # Assert that both lock files are identical
+            assert hash_1 == hash_2, (
+                f"Lock files are different!\n"
+                f"Hash 1 (--extra all): {hash_1}\n"
+                f"Hash 2 (--extra {', '.join(individual_extras)}): {hash_2}\n"
+                f"This indicates that the dependency combinations do not resolve to the same set of packages."
+            )
+            
+            print("✅ All dependency combinations resolve to the same lock file!")
+            
+        except subprocess.CalledProcessError as e:
+            pytest.fail(f"uv sync failed: {e.stderr}")
+        except Exception as e:
+            pytest.fail(f"Test failed with error: {e}")
+
+
+def test_individual_extras_consistency():
+    """Test that individual extras are properly defined and don't conflict."""
+    project_root = Path(__file__).parent.parent
+    pyproject_path = project_root / "pyproject.toml"
+    
+    if not pyproject_path.exists():
+        pytest.skip("pyproject.toml not found")
+    
+    # Parse pyproject.toml to get the actual dependencies
+    with open(pyproject_path, "rb") as f:
+        data = tomllib.load(f)
+    
+    optional_deps = data.get("project", {}).get("optional-dependencies", {})
+    
+    # Discover individual extras
+    individual_extras = discover_individual_extras(project_root)
+    required_extras = individual_extras + ["all"]
+    
+    # Check that all required extras are defined
+    for extra in required_extras:
+        assert extra in optional_deps, f"Extra '{extra}' not found in pyproject.toml"
+    
+    # Get all dependencies from individual extras (excluding dev dependencies)
+    all_individual_deps = set()
+    dev_deps = set()
+    for extra in individual_extras:
+        if extra in optional_deps:
+            if extra == "dev":
+                # Dev dependencies are typically not included in 'all'
+                dev_deps.update(optional_deps[extra])
+            else:
+                all_individual_deps.update(optional_deps[extra])
+    
+    # Get dependencies from the 'all' extra
+    all_extra_deps = set(optional_deps.get("all", []))
+    
+    # Check that the 'all' extra includes all non-dev individual extras
+    missing_deps = all_individual_deps - all_extra_deps
+    assert not missing_deps, (
+        f"The 'all' extra is missing dependencies from individual extras: {missing_deps}\n"
+        f"Individual extras dependencies (non-dev): {all_individual_deps}\n"
+        f"'all' extra dependencies: {all_extra_deps}"
+    )
+    
+    print(f"✅ 'all' extra includes all {len(all_individual_deps)} non-dev dependencies from individual extras")
+    if dev_deps:
+        print(f"ℹ️  Dev dependencies ({len(dev_deps)} items) are excluded from 'all' extra as expected")
+
+
+if __name__ == "__main__":
+    # Run the tests directly if script is executed
+    test_dependency_resolution_consistency()
+    test_individual_extras_consistency()
+    print("All tests passed!") 
\ No newline at end of file
diff --git a/tests/test_deps.sh b/tests/test_deps.sh
new file mode 100755
index 0000000..faca574
--- /dev/null
+++ b/tests/test_deps.sh
@@ -0,0 +1,119 @@
+#!/bin/bash
+
+# Test script to verify dependency resolution consistency
+# This script ensures that all dependency combinations resolve to the same lock file
+
+set -e
+
+echo "🧪 Testing dependency resolution consistency..."
+echo "This test verifies that:"
+echo "1. uv sync --extra all"
+echo "2. uv sync --extra [all individual extras]"
+echo "Both resolve to the same lock file"
+echo ""
+
+# Check if uv is installed
+if ! command -v uv &> /dev/null; then
+    echo "❌ Error: uv is not installed. Please install uv first."
+    echo "Visit: https://docs.astral.sh/uv/getting-started/installation/"
+    exit 1
+fi
+
+# Function to discover individual extras from pyproject.toml
+discover_extras() {
+    local pyproject_file="$1"
+    if [ ! -f "$pyproject_file" ]; then
+        echo "❌ Error: pyproject.toml not found at $pyproject_file"
+        exit 1
+    fi
+    
+    # Extract individual extras (excluding 'all') using grep and sed
+    # This looks for lines like "mcp = [" and extracts the extra name
+    local extras=$(grep -E '^[[:space:]]*[a-zA-Z0-9_-]+[[:space:]]*=' "$pyproject_file" | \
+                   sed -E 's/^[[:space:]]*([a-zA-Z0-9_-]+)[[:space:]]*=.*/\1/' | \
+                   grep -v '^all$' | \
+                   tr '\n' ' ')
+    
+    if [ -z "$extras" ]; then
+        echo "❌ Error: No individual extras found in pyproject.toml"
+        exit 1
+    fi
+    
+    echo "$extras"
+}
+
+# Create temporary directories
+TEMP_DIR1=$(mktemp -d)
+TEMP_DIR2=$(mktemp -d)
+
+echo "📁 Created temporary directories:"
+echo "  - $TEMP_DIR1"
+echo "  - $TEMP_DIR2"
+
+# Function to cleanup temporary directories
+cleanup() {
+    echo "🧹 Cleaning up temporary directories..."
+    rm -rf "$TEMP_DIR1" "$TEMP_DIR2"
+}
+
+# Set trap to cleanup on exit
+trap cleanup EXIT
+
+# Copy project files to temporary directories
+echo "📋 Copying project files..."
+for item in pyproject.toml README.md LICENSE; do
+    if [ -f "$item" ]; then
+        cp "$item" "$TEMP_DIR1/"
+        cp "$item" "$TEMP_DIR2/"
+    fi
+done
+
+# Copy the lkr directory
+if [ -d "lkr" ]; then
+    cp -r lkr "$TEMP_DIR1/"
+    cp -r lkr "$TEMP_DIR2/"
+fi
+
+# Discover individual extras
+echo "🔍 Discovering individual extras..."
+INDIVIDUAL_EXTRAS=$(discover_extras "pyproject.toml")
+echo "📦 Found individual extras: $INDIVIDUAL_EXTRAS"
+
+# Test 1: uv sync --extra all
+echo ""
+echo "🔄 Running: uv sync --extra all"
+cd "$TEMP_DIR1"
+uv sync --extra all
+LOCK_FILE1="$TEMP_DIR1/uv.lock"
+HASH1=$(sha256sum "$LOCK_FILE1" | cut -d' ' -f1)
+echo "✅ Lock file 1 hash: $HASH1"
+
+# Test 2: uv sync --extra [all individual extras]
+echo ""
+echo "🔄 Running: uv sync --extra $INDIVIDUAL_EXTRAS"
+cd "$TEMP_DIR2"
+# Build the uv sync command with all individual extras
+UV_CMD="uv sync"
+for extra in $INDIVIDUAL_EXTRAS; do
+    UV_CMD="$UV_CMD --extra $extra"
+done
+eval $UV_CMD
+LOCK_FILE2="$TEMP_DIR2/uv.lock"
+HASH2=$(sha256sum "$LOCK_FILE2" | cut -d' ' -f1)
+echo "✅ Lock file 2 hash: $HASH2"
+
+# Compare hashes
+echo ""
+if [ "$HASH1" = "$HASH2" ]; then
+    echo "🎉 SUCCESS: All dependency combinations resolve to the same lock file!"
+    echo "✅ Dependency resolution is consistent"
+    exit 0
+else
+    echo "❌ FAILURE: Lock files are different!"
+    echo "Hash 1 (--extra all): $HASH1"
+    echo "Hash 2 (--extra $INDIVIDUAL_EXTRAS): $HASH2"
+    echo ""
+    echo "This indicates that the dependency combinations do not resolve to the same set of packages."
+    echo "Please check your pyproject.toml configuration."
+    exit 1
+fi 
\ No newline at end of file
diff --git a/uv.lock b/uv.lock
index 3d2d294..a678e81 100644
--- a/uv.lock
+++ b/uv.lock
@@ -36,23 +36,24 @@ wheels = [
 
 [[package]]
 name = "cattrs"
-version = "24.1.3"
+version = "25.1.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "attrs" },
+    { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/29/7b/da4aa2f95afb2f28010453d03d6eedf018f9e085bd001f039e15731aba89/cattrs-24.1.3.tar.gz", hash = "sha256:981a6ef05875b5bb0c7fb68885546186d306f10f0f6718fe9b96c226e68821ff", size = 426684 }
+sdist = { url = "https://files.pythonhosted.org/packages/57/2b/561d78f488dcc303da4639e02021311728fb7fda8006dd2835550cddd9ed/cattrs-25.1.1.tar.gz", hash = "sha256:c914b734e0f2d59e5b720d145ee010f1fd9a13ee93900922a2f3f9d593b8382c", size = 435016 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/3c/ee/d68a3de23867a9156bab7e0a22fb9a0305067ee639032a22982cf7f725e7/cattrs-24.1.3-py3-none-any.whl", hash = "sha256:adf957dddd26840f27ffbd060a6c4dd3b2192c5b7c2c0525ef1bd8131d8a83f5", size = 66462 },
+    { url = "https://files.pythonhosted.org/packages/18/b0/215274ef0d835bbc1056392a367646648b6084e39d489099959aefcca2af/cattrs-25.1.1-py3-none-any.whl", hash = "sha256:1b40b2d3402af7be79a7e7e097a9b4cd16d4c06e6d526644b0b26a063a1cc064", size = 69386 },
 ]
 
 [[package]]
 name = "certifi"
-version = "2025.4.26"
+version = "2025.6.15"
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 [[package]]
 name = "lkr-dev-cli"
 version = "0.0.0"
 source = { editable = "." }
 dependencies = [
     { name = "cryptography" },
-    { name = "duckdb" },
-    { name = "fastapi" },
     { name = "looker-sdk" },
-    { name = "mcp", extra = ["cli"] },
     { name = "pydantic" },
     { name = "pydash" },
     { name = "questionary" },
     { name = "requests" },
-    { name = "selenium" },
     { name = "structlog" },
     { name = "typer" },
 ]
 
+[package.optional-dependencies]
+all = [
+    { name = "duckdb" },
+    { name = "fastapi" },
+    { name = "mcp", extra = ["cli"] },
+    { name = "selenium" },
+]
+embed-observability = [
+    { name = "fastapi" },
+    { name = "selenium" },
+]
+mcp = [
+    { name = "duckdb" },
+    { name = "mcp", extra = ["cli"] },
+]
+user-attribute-updater = [
+    { name = "fastapi" },
+]
+
 [package.dev-dependencies]
 dev = [
     { name = "pytest" },
@@ -309,18 +350,24 @@ dev = [
 [package.metadata]
 requires-dist = [
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-    { name = "duckdb", specifier = ">=1.2.2" },
-    { name = "fastapi", specifier = ">=0.115.12" },
+    { name = "duckdb", marker = "extra == 'all'", specifier = ">=1.2.2" },
+    { name = "duckdb", marker = "extra == 'mcp'", specifier = ">=1.2.2" },
+    { name = "fastapi", marker = "extra == 'all'", specifier = ">=0.115.12" },
+    { name = "fastapi", marker = "extra == 'embed-observability'", specifier = ">=0.115.12" },
+    { name = "fastapi", marker = "extra == 'user-attribute-updater'", specifier = ">=0.115.12" },
     { name = "looker-sdk", specifier = ">=25.4.0" },
-    { name = "mcp", extras = ["cli"], specifier = ">=1.9.2" },
+    { name = "mcp", extras = ["cli"], marker = "extra == 'all'", specifier = ">=1.9.2" },
+    { name = "mcp", extras = ["cli"], marker = "extra == 'mcp'", specifier = ">=1.9.2" },
     { name = "pydantic", specifier = ">=2.11.4" },
     { name = "pydash", specifier = ">=8.0.5" },
     { name = "questionary", specifier = ">=2.1.0" },
     { name = "requests", specifier = ">=2.31.0" },
-    { name = "selenium", specifier = ">=4.32.0" },
+    { name = "selenium", marker = "extra == 'all'", specifier = ">=4.32.0" },
+    { name = "selenium", marker = "extra == 'embed-observability'", specifier = ">=4.32.0" },
     { name = "structlog", specifier = ">=25.3.0" },
     { name = "typer", specifier = ">=0.15.2" },
 ]
+provides-extras = ["mcp", "embed-observability", "user-attribute-updater", "all"]
 
 [package.metadata.requires-dev]
 dev = [
@@ -330,7 +377,7 @@ dev = [
 
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+version = "25.10.0"
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 source = { registry = "https://pypi.org/simple" }
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     { name = "anyio" },
     { name = "httpx" },
     { name = "httpx-sse" },
+    { name = "jsonschema" },
     { name = "pydantic" },
     { name = "pydantic-settings" },
     { name = "python-multipart" },
@@ -370,9 +418,9 @@ dependencies = [
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     { name = "iniconfig" },
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     { name = "pluggy" },
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