diff --git a/.github/workflows/python.yml b/.github/workflows/python.yml
new file mode 100644
index 0000000..f38bc07
--- /dev/null
+++ b/.github/workflows/python.yml
@@ -0,0 +1,43 @@
+name: Python
+
+on:
+  push:
+    branches: ["main"]
+  pull_request:
+    branches: ["main"]
+
+jobs:
+  check:
+    name: Format & Lint
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: "3.12"
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install ruff
+      - name: Check formatting
+        run: ruff format --check src tests
+      - name: Lint
+        run: ruff check src tests
+
+  test:
+    name: Test Suite
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ["3.12"]
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install -e ".[dev]"
+      - name: Run tests
+        run: pytest -v
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..5369db7
--- /dev/null
+++ b/README.md
@@ -0,0 +1,34 @@
+# Claude Session Analytics
+
+Queryable analytics for Claude Code session logs, exposed as an MCP server.
+
+## Overview
+
+This MCP server replaces the bash script `~/.claude/contrib/parse-session-logs.sh` with a persistent, queryable analytics layer. It parses JSONL session logs from `~/.claude/projects/` and provides:
+
+- **User-centric timeline**: Events across conversations, organized by timestamp
+- **Rich querying**: Tool frequency, command breakdown, sequences, permission gaps
+- **Persistent storage**: SQLite at `~/.claude/contrib/analytics/data.db`
+- **Auto-refresh**: Queries automatically refresh stale data (>5 min old)
+
+## Installation
+
+```bash
+make install    # Install LaunchAgent + CLI
+make uninstall  # Remove LaunchAgent + CLI
+```
+
+## Development
+
+```bash
+make check      # Run fmt, lint, test
+make dev        # Run in dev mode with auto-reload
+```
+
+## MCP Tools
+
+| Tool | Purpose |
+|------|---------|
+| `ingest_logs` | Refresh data from JSONL files |
+| `query_tool_frequency` | Tool usage counts |
+| `get_status` | Ingestion status + DB stats |
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..a3e01a8
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,54 @@
+[build-system]
+requires = ["hatchling"]
+build-backend = "hatchling.build"
+
+[project]
+name = "session-analytics"
+version = "0.1.0"
+description = "Queryable analytics for Claude Code session logs, exposed as an MCP server"
+readme = "README.md"
+requires-python = ">=3.10"
+license = "MIT"
+authors = [
+    { name = "Evan Senter" }
+]
+keywords = ["mcp", "claude", "analytics", "session-logs"]
+classifiers = [
+    "Development Status :: 3 - Alpha",
+    "Intended Audience :: Developers",
+    "License :: OSI Approved :: MIT License",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
+]
+dependencies = [
+    "fastmcp>=0.1.0",
+    "uvicorn>=0.30.0",
+]
+
+[project.optional-dependencies]
+dev = [
+    "pytest>=8.0.0",
+    "pytest-asyncio>=0.23.0",
+    "ruff>=0.8.0",
+]
+
+[project.scripts]
+session-analytics = "session_analytics.server:main"
+
+[tool.hatch.build.targets.wheel]
+packages = ["src/session_analytics"]
+
+[tool.pytest.ini_options]
+testpaths = ["tests"]
+asyncio_mode = "auto"
+
+[tool.ruff]
+target-version = "py310"
+line-length = 100
+src = ["src", "tests"]
+
+[tool.ruff.lint]
+select = ["E", "F", "I", "N", "W", "UP"]
+ignore = ["E501"]
diff --git a/src/session_analytics/server.py b/src/session_analytics/server.py
new file mode 100644
index 0000000..73390f0
--- /dev/null
+++ b/src/session_analytics/server.py
@@ -0,0 +1,28 @@
+"""MCP server for Claude Code session analytics."""
+
+from fastmcp import FastMCP
+
+mcp = FastMCP("session-analytics")
+
+
+def _get_status_impl() -> dict:
+    """Get ingestion status and database stats."""
+    return {
+        "status": "ok",
+        "message": "Session analytics server is running",
+    }
+
+
+@mcp.tool()
+def get_status() -> dict:
+    """Get ingestion status and database stats."""
+    return _get_status_impl()
+
+
+def main():
+    """Run the MCP server."""
+    mcp.run()
+
+
+if __name__ == "__main__":
+    main()
diff --git a/tests/test_server.py b/tests/test_server.py
new file mode 100644
index 0000000..43f5478
--- /dev/null
+++ b/tests/test_server.py
@@ -0,0 +1,10 @@
+"""Tests for the session analytics server."""
+
+from session_analytics.server import _get_status_impl
+
+
+def test_get_status():
+    """Test that get_status returns expected structure."""
+    result = _get_status_impl()
+    assert result["status"] == "ok"
+    assert "message" in result