diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 5765adb..1591ee7 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -17,6 +17,12 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v6
+      - uses: dtolnay/rust-toolchain@stable
+        with:
+          components: rustfmt, clippy
+      - uses: arduino/setup-protoc@v3
+        with:
+          repo-token: ${{ github.token }}
 
       - name: Format
         run: cargo fmt --all -- --check
@@ -34,6 +40,10 @@ jobs:
           - windows-latest
     steps:
       - uses: actions/checkout@v6
+      - uses: dtolnay/rust-toolchain@stable
+      - uses: arduino/setup-protoc@v3
+        with:
+          repo-token: ${{ github.token }}
       - name: Build
         run: cargo build
 
@@ -47,6 +57,10 @@ jobs:
           - windows-latest
     steps:
       - uses: actions/checkout@v6
+      - uses: dtolnay/rust-toolchain@stable
+      - uses: arduino/setup-protoc@v3
+        with:
+          repo-token: ${{ github.token }}
       - name: Test
         run: cargo test --all-targets --workspace
         env:
diff --git a/Cargo.lock b/Cargo.lock
index f07c3b4..b5f5a2b 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -2,6 +2,6376 @@
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 version = 4
 
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+checksum = "2a59c17a5562d507e4b54960e8569ebee33bee890c70aa3fe7b97e85a9fd7851"
+dependencies = [
+ "displaydoc",
+ "yoke",
+ "zerofrom",
+]
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+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
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+dependencies = [
+ "yoke",
+ "zerofrom",
+ "zerovec-derive",
+]
+
+[[package]]
+name = "zerovec-derive"
+version = "0.11.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "eadce39539ca5cb3985590102671f2567e659fca9666581ad3411d59207951f3"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.111",
+]
+
+[[package]]
+name = "zlib-rs"
+version = "0.5.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
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+
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+
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e91ee311a569c327171651566e07972200e76fcfe2242a4fa446149a3881c08a"
+dependencies = [
+ "zstd-safe",
+]
+
+[[package]]
+name = "zstd-safe"
+version = "7.2.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8f49c4d5f0abb602a93fb8736af2a4f4dd9512e36f7f570d66e65ff867ed3b9d"
+dependencies = [
+ "zstd-sys",
+]
+
+[[package]]
+name = "zstd-sys"
+version = "2.0.16+zstd.1.5.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "91e19ebc2adc8f83e43039e79776e3fda8ca919132d68a1fed6a5faca2683748"
+dependencies = [
+ "cc",
+ "pkg-config",
+]
diff --git a/Cargo.toml b/Cargo.toml
index ea09358..6af9b43 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -10,3 +10,17 @@ name = "lance-fly"
 version = "0.0.1"
 
 [dependencies]
+anyhow = "1"
+arrow-flight = "57"
+bytes = "1"
+clap = { version = "4", features = ["derive"] }
+futures = "0.3"
+lance = { version = "1", default-features = false }
+tokio = { version = "1", features = ["macros", "rt-multi-thread", "signal"] }
+tokio-stream = { version = "0.1", features = ["net"] }
+tonic = { version = "0.14", features = ["transport"] }
+tracing = "0.1"
+tracing-subscriber = { version = "0.3", features = ["env-filter"] }
+
+[dev-dependencies]
+tokio = { version = "1", features = ["macros", "rt-multi-thread", "time"] }
diff --git a/README.md b/README.md
index a0cf78c..fe0b505 100644
--- a/README.md
+++ b/README.md
@@ -2,7 +2,33 @@
 
 `lance-fly` is a Flight SQL server backed by Lance datasets.
 
-Status: scaffolding only.
+Status: minimal server skeleton.
+
+## Quickstart
+
+Run the server:
+
+```bash
+cargo run -- --bind 127.0.0.1:50051
+```
+
+Enable logs via `tracing`:
+
+```bash
+RUST_LOG=info cargo run -- --bind 127.0.0.1:50051
+```
+
+Open a Lance dataset on startup:
+
+```bash
+cargo run -- --bind 127.0.0.1:50051 --dataset /path/to/dataset
+```
+
+Smoke test:
+
+```bash
+cargo test
+```
 
 ## Contributing
 
diff --git a/src/lib.rs b/src/lib.rs
index 1b4a90c..74f47ad 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -1,8 +1 @@
-#[cfg(test)]
-mod tests {
-    #[test]
-    fn it_works() {
-        let result = 2 + 2;
-        assert_eq!(result, 4);
-    }
-}
+pub mod server;
diff --git a/src/main.rs b/src/main.rs
new file mode 100644
index 0000000..5ada63f
--- /dev/null
+++ b/src/main.rs
@@ -0,0 +1,59 @@
+use std::net::SocketAddr;
+
+use anyhow::Context;
+use arrow_flight::flight_service_server::FlightServiceServer;
+use clap::Parser;
+use lance_fly::server::LanceFlyService;
+use tracing::{info, warn};
+
+#[derive(Debug, Parser)]
+#[command(name = "lance-fly")]
+#[command(about = "A minimal Flight server backed by Lance datasets.", long_about = None)]
+struct Args {
+    /// Server bind address.
+    #[arg(long, default_value = "127.0.0.1:50051")]
+    bind: SocketAddr,
+
+    /// Optional Lance dataset path to open on startup.
+    #[arg(long)]
+    dataset: Option<String>,
+}
+
+#[tokio::main]
+async fn main() -> anyhow::Result<()> {
+    tracing_subscriber::fmt()
+        .with_env_filter(
+            tracing_subscriber::EnvFilter::try_from_default_env().unwrap_or_else(|_| "info".into()),
+        )
+        .init();
+
+    let args = Args::parse();
+
+    if let Some(dataset_path) = args.dataset.as_deref() {
+        info!(dataset_path, "opening Lance dataset");
+        match lance::dataset::Dataset::open(dataset_path).await {
+            Ok(dataset) => match dataset.latest_version_id().await {
+                Ok(version) => {
+                    info!(dataset_path, version, "opened Lance dataset");
+                }
+                Err(err) => {
+                    warn!(dataset_path, error = %err, "opened Lance dataset but failed to fetch version id");
+                }
+            },
+            Err(err) => {
+                warn!(dataset_path, error = %err, "failed to open Lance dataset");
+                return Err(err).context("open Lance dataset");
+            }
+        }
+    }
+
+    info!(bind = %args.bind, "starting Flight server");
+
+    tonic::transport::Server::builder()
+        .add_service(FlightServiceServer::new(LanceFlyService::new(args.dataset)))
+        .serve(args.bind)
+        .await
+        .context("serve Flight server")?;
+
+    Ok(())
+}
diff --git a/src/server.rs b/src/server.rs
new file mode 100644
index 0000000..ce27bc6
--- /dev/null
+++ b/src/server.rs
@@ -0,0 +1,166 @@
+use std::pin::Pin;
+
+use arrow_flight::flight_service_server::FlightService;
+use arrow_flight::{
+    Action, ActionType, Criteria, Empty, FlightData, FlightDescriptor, FlightInfo,
+    HandshakeRequest, HandshakeResponse, PollInfo, PutResult, Result as FlightActionResult,
+    SchemaResult, Ticket,
+};
+use bytes::Bytes;
+use futures::{Stream, StreamExt};
+use tonic::{Request, Response, Status};
+
+type TonicStream<T> = Pin<Box<dyn Stream<Item = Result<T, Status>> + Send + 'static>>;
+
+#[derive(Debug, Clone)]
+pub struct LanceFlyService {
+    dataset_path: Option<String>,
+}
+
+impl LanceFlyService {
+    pub fn new(dataset_path: Option<String>) -> Self {
+        Self { dataset_path }
+    }
+
+    fn list_flights_once(&self) -> Vec<Result<FlightInfo, Status>> {
+        let Some(dataset_path) = self.dataset_path.as_ref() else {
+            return vec![];
+        };
+
+        let flight = FlightInfo {
+            flight_descriptor: Some(FlightDescriptor {
+                r#type: arrow_flight::flight_descriptor::DescriptorType::Path as i32,
+                cmd: Bytes::new(),
+                path: vec![dataset_path.clone()],
+            }),
+            ..Default::default()
+        };
+        vec![Ok(flight)]
+    }
+}
+
+#[tonic::async_trait]
+impl FlightService for LanceFlyService {
+    type HandshakeStream = TonicStream<HandshakeResponse>;
+    type ListFlightsStream = TonicStream<FlightInfo>;
+    type DoGetStream = TonicStream<FlightData>;
+    type DoPutStream = TonicStream<PutResult>;
+    type DoExchangeStream = TonicStream<FlightData>;
+    type DoActionStream = TonicStream<FlightActionResult>;
+    type ListActionsStream = TonicStream<ActionType>;
+
+    async fn handshake(
+        &self,
+        request: Request<tonic::Streaming<HandshakeRequest>>,
+    ) -> Result<Response<Self::HandshakeStream>, Status> {
+        let mut in_stream = request.into_inner();
+        let first = in_stream.next().await.transpose()?;
+        let response = match first {
+            Some(req) => HandshakeResponse {
+                protocol_version: req.protocol_version,
+                payload: req.payload,
+            },
+            None => HandshakeResponse::default(),
+        };
+        Ok(Response::new(Box::pin(tokio_stream::iter([Ok(response)]))))
+    }
+
+    async fn list_flights(
+        &self,
+        _request: Request<Criteria>,
+    ) -> Result<Response<Self::ListFlightsStream>, Status> {
+        Ok(Response::new(Box::pin(tokio_stream::iter(
+            self.list_flights_once(),
+        ))))
+    }
+
+    async fn get_flight_info(
+        &self,
+        _request: Request<FlightDescriptor>,
+    ) -> Result<Response<FlightInfo>, Status> {
+        Err(Status::unimplemented(
+            "GetFlightInfo is not implemented yet",
+        ))
+    }
+
+    async fn poll_flight_info(
+        &self,
+        _request: Request<FlightDescriptor>,
+    ) -> Result<Response<PollInfo>, Status> {
+        Err(Status::unimplemented(
+            "PollFlightInfo is not implemented yet",
+        ))
+    }
+
+    async fn get_schema(
+        &self,
+        _request: Request<FlightDescriptor>,
+    ) -> Result<Response<SchemaResult>, Status> {
+        Err(Status::unimplemented("GetSchema is not implemented yet"))
+    }
+
+    async fn do_get(
+        &self,
+        _request: Request<Ticket>,
+    ) -> Result<Response<Self::DoGetStream>, Status> {
+        Err(Status::unimplemented("DoGet is not implemented yet"))
+    }
+
+    async fn do_put(
+        &self,
+        _request: Request<tonic::Streaming<FlightData>>,
+    ) -> Result<Response<Self::DoPutStream>, Status> {
+        Err(Status::unimplemented("DoPut is not implemented yet"))
+    }
+
+    async fn do_exchange(
+        &self,
+        _request: Request<tonic::Streaming<FlightData>>,
+    ) -> Result<Response<Self::DoExchangeStream>, Status> {
+        Err(Status::unimplemented("DoExchange is not implemented yet"))
+    }
+
+    async fn do_action(
+        &self,
+        request: Request<Action>,
+    ) -> Result<Response<Self::DoActionStream>, Status> {
+        let action = request.into_inner();
+
+        let body = match action.r#type.as_str() {
+            "health" => Bytes::from_static(b"ok"),
+            "lance_info" => match self.dataset_path.as_ref() {
+                Some(path) => Bytes::from(format!("dataset_path={path}")),
+                None => Bytes::from_static(b"dataset_path="),
+            },
+            _ => {
+                return Err(Status::invalid_argument(format!(
+                    "unknown action type: {}",
+                    action.r#type
+                )));
+            }
+        };
+
+        Ok(Response::new(Box::pin(tokio_stream::iter([Ok(
+            FlightActionResult { body },
+        )]))))
+    }
+
+    async fn list_actions(
+        &self,
+        _request: Request<Empty>,
+    ) -> Result<Response<Self::ListActionsStream>, Status> {
+        let actions = [
+            ActionType {
+                r#type: "health".to_string(),
+                description: "Return a single Flight action result with body 'ok'.".to_string(),
+            },
+            ActionType {
+                r#type: "lance_info".to_string(),
+                description: "Return the configured dataset path if present.".to_string(),
+            },
+        ];
+        Ok(Response::new(Box::pin(tokio_stream::iter(
+            actions.into_iter().map(Ok),
+        ))))
+    }
+}
diff --git a/tests/flight_smoke.rs b/tests/flight_smoke.rs
new file mode 100644
index 0000000..2b5692d
--- /dev/null
+++ b/tests/flight_smoke.rs
@@ -0,0 +1,63 @@
+use std::net::SocketAddr;
+
+use arrow_flight::flight_service_client::FlightServiceClient;
+use arrow_flight::Action;
+use bytes::Bytes;
+use lance_fly::server::LanceFlyService;
+use tokio::net::TcpListener;
+use tokio::time::{sleep, Duration};
+use tonic::transport::Channel;
+
+async fn connect_with_retry(addr: SocketAddr) -> FlightServiceClient<tonic::transport::Channel> {
+    let endpoint = format!("http://{addr}");
+    for _ in 0..50 {
+        match Channel::from_shared(endpoint.clone())
+            .expect("endpoint")
+            .connect()
+            .await
+        {
+            Ok(channel) => return FlightServiceClient::new(channel),
+            Err(_) => sleep(Duration::from_millis(20)).await,
+        }
+    }
+    let channel = Channel::from_shared(endpoint)
+        .expect("endpoint")
+        .connect()
+        .await
+        .expect("connect Flight server");
+    FlightServiceClient::new(channel)
+}
+
+#[tokio::test(flavor = "multi_thread", worker_threads = 2)]
+async fn flight_health_action_works() {
+    let listener = TcpListener::bind("127.0.0.1:0").await.expect("bind");
+    let addr = listener.local_addr().expect("local addr");
+
+    let incoming = tokio_stream::wrappers::TcpListenerStream::new(listener);
+    let svc =
+        arrow_flight::flight_service_server::FlightServiceServer::new(LanceFlyService::new(None));
+
+    let handle = tokio::spawn(async move {
+        tonic::transport::Server::builder()
+            .add_service(svc)
+            .serve_with_incoming(incoming)
+            .await
+            .expect("serve");
+    });
+
+    let mut client = connect_with_retry(addr).await;
+    let action = Action {
+        r#type: "health".to_string(),
+        body: Bytes::new(),
+    };
+
+    let mut stream = client
+        .do_action(action)
+        .await
+        .expect("do_action")
+        .into_inner();
+    let resp = stream.message().await.expect("read").expect("message");
+    assert_eq!(resp.body, Bytes::from_static(b"ok"));
+
+    handle.abort();
+}