diff --git a/TODO.md b/TODO.md
index 4192422..bc2926a 100644
--- a/TODO.md
+++ b/TODO.md
@@ -17,9 +17,9 @@
 - [x] Step 3.4: Enhance `/api/generate` (gallery integration, full params)
 
 ## Phase 4: Client Mode for tsr CLI
-- [ ] Step 4.1: Create `tensors/client.py` (TsrClient HTTP wrapper)
-- [ ] Step 4.2: Add `[remotes]` config section + `--remote` flag support
-- [ ] Step 4.3: Update CLI commands with `--remote` support (generate, images, models, dl, db)
+- [x] Step 4.1: Create `tensors/client.py` (TsrClient HTTP wrapper)
+- [x] Step 4.2: Add `[remotes]` config section + `--remote` flag support
+- [x] Step 4.3: Update CLI commands with `--remote` support (generate, images, models, dl, db)
 
 ## Phase 5: Docker Deployment Automation (SKIPPED)
 - [x] Step 5.1: ~~Create `rocm-docker/docker-compose.yml`~~ (skipped)
diff --git a/tensors/cli.py b/tensors/cli.py
index 6489510..64acba4 100644
--- a/tensors/cli.py
+++ b/tensors/cli.py
@@ -19,15 +19,20 @@ from tensors.api import (
     fetch_civitai_model_version,
     search_civitai,
 )
+from tensors.client import TsrClient, TsrClientError
 from tensors.config import (
     CONFIG_FILE,
     BaseModel,
     ModelType,
     SortOrder,
     get_default_output_path,
+    get_remotes,
     load_api_key,
     load_config,
+    resolve_remote,
     save_config,
+    save_remote,
+    set_default_remote,
 )
 from tensors.db import DB_PATH, Database
 from tensors.display import (
@@ -311,41 +316,74 @@ def download(
     output: Annotated[Path | None, typer.Option("-o", "--output", help="Output directory")] = None,
     no_resume: Annotated[bool, typer.Option("--no-resume", help="Don't resume partial downloads")] = False,
     api_key: Annotated[str | None, typer.Option("--api-key", help="CivitAI API key")] = None,
+    remote: Annotated[str | None, typer.Option("-r", "--remote", help="Remote server name or URL")] = None,
+    json_output: Annotated[bool, typer.Option("--json", "-j", help="Output as JSON (remote mode)")] = False,
 ) -> None:
-    """Download a model from CivitAI."""
-    key = api_key or load_api_key()
+    """Download a model from CivitAI (locally or to remote server)."""
+    # Check if remote is specified or configured
+    remote_url = resolve_remote(remote)
 
-    resolved_version_id = _resolve_version_id(version_id, hash_val, model_id, key)
-    if not resolved_version_id:
-        if not version_id and not hash_val and not model_id:
+    if remote_url:
+        # Remote mode: use TsrClient API
+        if not version_id and not model_id and not hash_val:
             console.print("[red]Error: Must specify --version-id, --model-id, or --hash[/red]")
-        raise typer.Exit(1)
+            raise typer.Exit(1)
 
-    console.print(f"[cyan]Fetching version info for {resolved_version_id}...[/cyan]")
-    version_info = fetch_civitai_model_version(resolved_version_id, key, console)
-    if not version_info:
-        console.print("[red]Error: Could not fetch model version info.[/red]")
-        raise typer.Exit(1)
+        try:
+            with TsrClient(remote_url) as client:
+                console.print(f"[cyan]Starting download on {remote_url}...[/cyan]")
+                result = client.start_download(
+                    version_id=version_id,
+                    model_id=model_id,
+                    hash_val=hash_val,
+                    output_dir=str(output) if output else None,
+                )
+        except TsrClientError as e:
+            console.print(f"[red]Error: {e}[/red]")
+            raise typer.Exit(1) from e
 
-    model_type_str: str | None = version_info.get("model", {}).get("type")
-    output_dir = _prepare_download_dir(output, model_type_str)
-    if not output_dir:
-        raise typer.Exit(1)
+        if json_output:
+            console.print_json(data=result)
+            return
 
-    files: list[dict[str, Any]] = version_info.get("files", [])
-    primary_file = next((f for f in files if f.get("primary")), files[0] if files else None)
-    if not primary_file:
-        console.print("[red]Error: No files found for this version.[/red]")
-        raise typer.Exit(1)
+        download_id = result.get("download_id")
+        console.print(f"[green]Download started:[/green] {download_id}")
+        console.print(f"[dim]Check status with: tsr images download-status {download_id} --remote {remote or 'default'}[/dim]")
+    else:
+        # Local mode: direct download
+        key = api_key or load_api_key()
 
-    filename = primary_file.get("name", f"model-{resolved_version_id}.safetensors")
-    dest_path = output_dir / filename
+        resolved_version_id = _resolve_version_id(version_id, hash_val, model_id, key)
+        if not resolved_version_id:
+            if not version_id and not hash_val and not model_id:
+                console.print("[red]Error: Must specify --version-id, --model-id, or --hash[/red]")
+            raise typer.Exit(1)
 
-    _display_download_info(version_info, filename, primary_file, dest_path)
+        console.print(f"[cyan]Fetching version info for {resolved_version_id}...[/cyan]")
+        version_info = fetch_civitai_model_version(resolved_version_id, key, console)
+        if not version_info:
+            console.print("[red]Error: Could not fetch model version info.[/red]")
+            raise typer.Exit(1)
 
-    success = download_model(resolved_version_id, dest_path, key, console, resume=not no_resume)
-    if not success:
-        raise typer.Exit(1)
+        model_type_str: str | None = version_info.get("model", {}).get("type")
+        output_dir = _prepare_download_dir(output, model_type_str)
+        if not output_dir:
+            raise typer.Exit(1)
+
+        files: list[dict[str, Any]] = version_info.get("files", [])
+        primary_file = next((f for f in files if f.get("primary")), files[0] if files else None)
+        if not primary_file:
+            console.print("[red]Error: No files found for this version.[/red]")
+            raise typer.Exit(1)
+
+        filename = primary_file.get("name", f"model-{resolved_version_id}.safetensors")
+        dest_path = output_dir / filename
+
+        _display_download_info(version_info, filename, primary_file, dest_path)
+
+        success = download_model(resolved_version_id, dest_path, key, console, resume=not no_resume)
+        if not success:
+            raise typer.Exit(1)
 
 
 def _display_download_info(
@@ -401,9 +439,10 @@ def config(
 @app.command()
 def generate(
     prompt: Annotated[str, typer.Argument(help="Text prompt for image generation.")],
-    host: Annotated[str, typer.Option(help="sd-server address.")] = "127.0.0.1",
-    port: Annotated[int, typer.Option(help="sd-server port.")] = 8080,
-    output: Annotated[str, typer.Option("-o", help="Output directory.")] = ".",
+    remote: Annotated[str | None, typer.Option("-r", "--remote", help="Remote server name or URL")] = None,
+    host: Annotated[str, typer.Option(help="sd-server address (local mode).")] = "127.0.0.1",
+    port: Annotated[int, typer.Option(help="sd-server port (local mode).")] = 8080,
+    output: Annotated[str, typer.Option("-o", help="Output directory (local mode).")] = ".",
     negative_prompt: Annotated[str, typer.Option("-n", help="Negative prompt.")] = "",
     width: Annotated[int, typer.Option("-W", help="Image width.")] = 512,
     height: Annotated[int, typer.Option("-H", help="Image height.")] = 512,
@@ -413,48 +452,96 @@ def generate(
     sampler: Annotated[str, typer.Option(help="Sampler name.")] = "",
     scheduler: Annotated[str, typer.Option(help="Scheduler name.")] = "",
     batch_size: Annotated[int, typer.Option("-b", help="Number of images.")] = 1,
+    json_output: Annotated[bool, typer.Option("--json", "-j", help="Output as JSON (remote mode)")] = False,
 ) -> None:
-    """Generate images using a running sd-server."""
-    from tensors.generate import SDClient, Txt2ImgParams, save_images  # noqa: PLC0415
+    """Generate images using sd-server (local or remote)."""
+    # Check if remote is specified or configured
+    remote_url = resolve_remote(remote)
 
-    params = Txt2ImgParams(
-        prompt=prompt,
-        negative_prompt=negative_prompt,
-        width=width,
-        height=height,
-        steps=steps,
-        cfg_scale=cfg_scale,
-        seed=seed,
-        batch_size=batch_size,
-        sampler_name=sampler,
-        scheduler=scheduler,
-    )
+    if remote_url:
+        # Remote mode: use TsrClient API
+        try:
+            with TsrClient(remote_url) as client:
+                console.print(f"[cyan]Generating {batch_size} image(s) on {remote_url}...[/cyan]")
+                result = client.generate(
+                    prompt=prompt,
+                    negative_prompt=negative_prompt,
+                    width=width,
+                    height=height,
+                    steps=steps,
+                    cfg_scale=cfg_scale,
+                    seed=seed,
+                    sampler_name=sampler,
+                    scheduler=scheduler,
+                    batch_size=batch_size,
+                )
+        except TsrClientError as e:
+            console.print(f"[red]Error: {e}[/red]")
+            raise typer.Exit(1) from e
 
-    with SDClient(host=host, port=port) as client:
-        console.print(f"[cyan]Generating {batch_size} image(s)...[/cyan]")
-        images = client.generate.txt2img(params)
-        paths = save_images(images, output)
-        for p in paths:
-            console.print(f"[green]Saved:[/green] {p}")
+        if json_output:
+            console.print_json(data=result)
+            return
+
+        images = result.get("images", [])
+        for img in images:
+            console.print(f"[green]Generated:[/green] {img.get('id', 'unknown')}")
+    else:
+        # Local mode: direct sd-server connection
+        from tensors.generate import SDClient, Txt2ImgParams, save_images  # noqa: PLC0415
+
+        params = Txt2ImgParams(
+            prompt=prompt,
+            negative_prompt=negative_prompt,
+            width=width,
+            height=height,
+            steps=steps,
+            cfg_scale=cfg_scale,
+            seed=seed,
+            batch_size=batch_size,
+            sampler_name=sampler,
+            scheduler=scheduler,
+        )
+
+        with SDClient(host=host, port=port) as client:
+            console.print(f"[cyan]Generating {batch_size} image(s)...[/cyan]")
+            images = client.generate.txt2img(params)
+            paths = save_images(images, output)
+            for p in paths:
+                console.print(f"[green]Saved:[/green] {p}")
 
 
 @app.command()
 def status(
-    host: Annotated[str, typer.Option(help="Wrapper API host.")] = "127.0.0.1",
-    port: Annotated[int, typer.Option(help="Wrapper API port.")] = 8080,
+    remote: Annotated[str | None, typer.Option("-r", "--remote", help="Remote server name or URL")] = None,
+    host: Annotated[str, typer.Option(help="Wrapper API host (local mode).")] = "127.0.0.1",
+    port: Annotated[int, typer.Option(help="Wrapper API port (local mode).")] = 8080,
     json_output: Annotated[bool, typer.Option("--json", "-j", help="Output as JSON")] = False,
 ) -> None:
     """Show sd-server wrapper status."""
-    import httpx  # noqa: PLC0415
+    # Check if remote is specified or configured
+    remote_url = resolve_remote(remote)
 
-    url = f"http://{host}:{port}/status"
-    try:
-        resp = httpx.get(url, timeout=10)
-        resp.raise_for_status()
-        data = resp.json()
-    except httpx.HTTPError as e:
-        console.print(f"[red]Error: Could not reach wrapper at {url}: {e}[/red]")
-        raise typer.Exit(1) from e
+    if remote_url:
+        # Remote mode: use TsrClient API
+        try:
+            with TsrClient(remote_url) as client:
+                data = client.status()
+        except TsrClientError as e:
+            console.print(f"[red]Error: {e}[/red]")
+            raise typer.Exit(1) from e
+    else:
+        # Local mode: direct HTTP call
+        import httpx  # noqa: PLC0415
+
+        url = f"http://{host}:{port}/status"
+        try:
+            resp = httpx.get(url, timeout=10)
+            resp.raise_for_status()
+            data = resp.json()
+        except httpx.HTTPError as e:
+            console.print(f"[red]Error: Could not reach wrapper at {url}: {e}[/red]")
+            raise typer.Exit(1) from e
 
     if json_output:
         console.print_json(data=data)
@@ -748,14 +835,360 @@ def db_stats(
     console.print(table)
 
 
+# =============================================================================
+# Images Commands (Remote)
+# =============================================================================
+
+images_app = typer.Typer(
+    name="images",
+    help="Manage images in remote gallery.",
+    no_args_is_help=True,
+)
+app.add_typer(images_app, name="images")
+
+
+def _get_client(remote: str | None) -> TsrClient:
+    """Get TsrClient for remote or raise error."""
+    url = resolve_remote(remote)
+    if not url:
+        console.print("[red]Error: No remote specified. Use --remote or set default_remote in config.[/red]")
+        raise typer.Exit(1)
+    return TsrClient(url)
+
+
+@images_app.command("list")
+def images_list(
+    remote: Annotated[str | None, typer.Option("-r", "--remote", help="Remote server name or URL")] = None,
+    limit: Annotated[int, typer.Option("-n", "--limit", help="Max results")] = 50,
+    offset: Annotated[int, typer.Option("--offset", help="Offset for pagination")] = 0,
+    json_output: Annotated[bool, typer.Option("--json", "-j", help="Output as JSON")] = False,
+) -> None:
+    """List images in remote gallery."""
+    try:
+        with _get_client(remote) as client:
+            result = client.list_images(limit=limit, offset=offset)
+    except TsrClientError as e:
+        console.print(f"[red]Error: {e}[/red]")
+        raise typer.Exit(1) from e
+
+    images = result.get("images", [])
+    total = result.get("total", len(images))
+
+    if json_output:
+        console.print_json(data=result)
+        return
+
+    if not images:
+        console.print("[yellow]No images in gallery.[/yellow]")
+        return
+
+    table = Table(title=f"Gallery Images ({len(images)}/{total})", show_header=True, header_style="bold magenta")
+    table.add_column("ID", style="cyan")
+    table.add_column("Filename", style="green")
+    table.add_column("Size", style="white")
+    table.add_column("Created", style="dim")
+
+    for img in images:
+        size = f"{img.get('width', '?')}x{img.get('height', '?')}"
+        created = img.get("created_at", "")
+        if isinstance(created, (int, float)):
+            from datetime import datetime  # noqa: PLC0415
+
+            created = datetime.fromtimestamp(created).strftime("%Y-%m-%d %H:%M")
+        table.add_row(img.get("id", ""), img.get("filename", ""), size, str(created))
+
+    console.print(table)
+
+
+@images_app.command("show")
+def images_show(
+    image_id: Annotated[str, typer.Argument(help="Image ID to show")],
+    remote: Annotated[str | None, typer.Option("-r", "--remote", help="Remote server name or URL")] = None,
+    json_output: Annotated[bool, typer.Option("--json", "-j", help="Output as JSON")] = False,
+) -> None:
+    """Show image metadata."""
+    try:
+        with _get_client(remote) as client:
+            meta = client.get_image_meta(image_id)
+    except TsrClientError as e:
+        console.print(f"[red]Error: {e}[/red]")
+        raise typer.Exit(1) from e
+
+    if json_output:
+        console.print_json(data=meta)
+        return
+
+    table = Table(title=f"Image: {image_id}", show_header=True, header_style="bold magenta")
+    table.add_column("Property", style="cyan")
+    table.add_column("Value", style="green")
+
+    for key, value in meta.items():
+        display_value = json.dumps(value, indent=2) if isinstance(value, dict) else str(value)
+        table.add_row(key, display_value)
+
+    console.print(table)
+
+
+@images_app.command("delete")
+def images_delete(
+    image_id: Annotated[str, typer.Argument(help="Image ID to delete")],
+    remote: Annotated[str | None, typer.Option("-r", "--remote", help="Remote server name or URL")] = None,
+    force: Annotated[bool, typer.Option("-f", "--force", help="Skip confirmation")] = False,
+) -> None:
+    """Delete an image from the gallery."""
+    if not force:
+        confirm = typer.confirm(f"Delete image {image_id}?")
+        if not confirm:
+            console.print("[yellow]Cancelled.[/yellow]")
+            raise typer.Exit(0)
+
+    try:
+        with _get_client(remote) as client:
+            client.delete_image(image_id)
+    except TsrClientError as e:
+        console.print(f"[red]Error: {e}[/red]")
+        raise typer.Exit(1) from e
+
+    console.print(f"[green]Deleted image: {image_id}[/green]")
+
+
+@images_app.command("download")
+def images_download(
+    image_id: Annotated[str, typer.Argument(help="Image ID to download")],
+    remote: Annotated[str | None, typer.Option("-r", "--remote", help="Remote server name or URL")] = None,
+    output: Annotated[Path | None, typer.Option("-o", "--output", help="Output file or directory")] = None,
+) -> None:
+    """Download an image from the remote gallery."""
+    try:
+        with _get_client(remote) as client:
+            content = client.download_image(image_id)
+    except TsrClientError as e:
+        console.print(f"[red]Error: {e}[/red]")
+        raise typer.Exit(1) from e
+
+    # Determine output path
+    if output is None:
+        dest = Path(f"{image_id}.png")
+    elif output.is_dir():
+        dest = output / f"{image_id}.png"
+    else:
+        dest = output
+
+    dest.write_bytes(content)
+    console.print(f"[green]Saved:[/green] {dest}")
+
+
+# =============================================================================
+# Models Commands (Remote)
+# =============================================================================
+
+models_app = typer.Typer(
+    name="models",
+    help="Manage models on remote server.",
+    no_args_is_help=True,
+)
+app.add_typer(models_app, name="models")
+
+
+@models_app.command("list")
+def models_list(
+    remote: Annotated[str | None, typer.Option("-r", "--remote", help="Remote server name or URL")] = None,
+    json_output: Annotated[bool, typer.Option("--json", "-j", help="Output as JSON")] = False,
+) -> None:
+    """List available models on remote server."""
+    try:
+        with _get_client(remote) as client:
+            result = client.list_models()
+    except TsrClientError as e:
+        console.print(f"[red]Error: {e}[/red]")
+        raise typer.Exit(1) from e
+
+    if json_output:
+        console.print_json(data=result)
+        return
+
+    models = result.get("models", [])
+    active = result.get("active", "")
+
+    if not models:
+        console.print("[yellow]No models found.[/yellow]")
+        return
+
+    table = Table(title="Available Models", show_header=True, header_style="bold magenta")
+    table.add_column("Status", style="dim", width=3)
+    table.add_column("Name", style="cyan")
+    table.add_column("Path", style="dim")
+
+    for model in models:
+        path = model.get("path", "")
+        name = model.get("name", Path(path).stem if path else "")
+        is_active = active in {path, name}
+        status = "[green]✓[/green]" if is_active else ""
+        table.add_row(status, name, path)
+
+    console.print(table)
+
+
+@models_app.command("active")
+def models_active(
+    remote: Annotated[str | None, typer.Option("-r", "--remote", help="Remote server name or URL")] = None,
+    json_output: Annotated[bool, typer.Option("--json", "-j", help="Output as JSON")] = False,
+) -> None:
+    """Show currently active model."""
+    try:
+        with _get_client(remote) as client:
+            result = client.get_active_model()
+    except TsrClientError as e:
+        console.print(f"[red]Error: {e}[/red]")
+        raise typer.Exit(1) from e
+
+    if json_output:
+        console.print_json(data=result)
+        return
+
+    model = result.get("model", "None")
+    console.print(f"[bold]Active model:[/bold] {model}")
+
+
+@models_app.command("switch")
+def models_switch(
+    model: Annotated[str, typer.Argument(help="Model path or name to switch to")],
+    remote: Annotated[str | None, typer.Option("-r", "--remote", help="Remote server name or URL")] = None,
+) -> None:
+    """Switch to a different model on the remote server."""
+    console.print(f"[cyan]Switching to model: {model}[/cyan]")
+    try:
+        with _get_client(remote) as client:
+            result = client.switch_model(model)
+    except TsrClientError as e:
+        console.print(f"[red]Error: {e}[/red]")
+        raise typer.Exit(1) from e
+
+    console.print(f"[green]{result.get('status', 'OK')}[/green]")
+
+
+@models_app.command("loras")
+def models_loras(
+    remote: Annotated[str | None, typer.Option("-r", "--remote", help="Remote server name or URL")] = None,
+    json_output: Annotated[bool, typer.Option("--json", "-j", help="Output as JSON")] = False,
+) -> None:
+    """List available LoRAs on remote server."""
+    try:
+        with _get_client(remote) as client:
+            result = client.list_loras()
+    except TsrClientError as e:
+        console.print(f"[red]Error: {e}[/red]")
+        raise typer.Exit(1) from e
+
+    if json_output:
+        console.print_json(data=result)
+        return
+
+    loras = result.get("loras", [])
+    if not loras:
+        console.print("[yellow]No LoRAs found.[/yellow]")
+        return
+
+    table = Table(title="Available LoRAs", show_header=True, header_style="bold magenta")
+    table.add_column("Name", style="cyan")
+    table.add_column("Path", style="dim")
+
+    for lora in loras:
+        path = lora.get("path", "")
+        name = lora.get("name", Path(path).stem if path else "")
+        table.add_row(name, path)
+
+    console.print(table)
+
+
+# =============================================================================
+# Remote Configuration Commands
+# =============================================================================
+
+remote_app = typer.Typer(
+    name="remote",
+    help="Manage remote server configuration.",
+    no_args_is_help=True,
+)
+app.add_typer(remote_app, name="remote")
+
+
+@remote_app.command("list")
+def remote_list(
+    json_output: Annotated[bool, typer.Option("--json", "-j", help="Output as JSON")] = False,
+) -> None:
+    """List configured remotes."""
+    from tensors.config import get_default_remote  # noqa: PLC0415
+
+    remotes = get_remotes()
+    default = get_default_remote()
+
+    if json_output:
+        console.print_json(data={"remotes": remotes, "default": default})
+        return
+
+    if not remotes:
+        console.print("[yellow]No remotes configured.[/yellow]")
+        console.print("[dim]Add one with: tsr remote add NAME URL[/dim]")
+        return
+
+    table = Table(title="Configured Remotes", show_header=True, header_style="bold magenta")
+    table.add_column("Default", style="dim", width=3)
+    table.add_column("Name", style="cyan")
+    table.add_column("URL", style="green")
+
+    for name, url in remotes.items():
+        is_default = name == default
+        status = "[green]✓[/green]" if is_default else ""
+        table.add_row(status, name, url)
+
+    console.print(table)
+
+
+@remote_app.command("add")
+def remote_add(
+    name: Annotated[str, typer.Argument(help="Remote name")],
+    url: Annotated[str, typer.Argument(help="Remote URL (e.g., http://host:8080)")],
+) -> None:
+    """Add a remote server."""
+    save_remote(name, url)
+    console.print(f"[green]Added remote:[/green] {name} → {url}")
+
+
+@remote_app.command("default")
+def remote_default(
+    name: Annotated[str | None, typer.Argument(help="Remote name to set as default (omit to clear)")] = None,
+) -> None:
+    """Set or clear the default remote."""
+    set_default_remote(name)
+    if name:
+        console.print(f"[green]Default remote set to:[/green] {name}")
+    else:
+        console.print("[green]Default remote cleared.[/green]")
+
+
 def main() -> int:
     """Main entry point."""
     # Handle legacy invocation: tsr <file.safetensors> -> tsr info <file>
+    known_commands = (
+        "info",
+        "search",
+        "get",
+        "dl",
+        "download",
+        "config",
+        "generate",
+        "serve",
+        "status",
+        "reload",
+        "db",
+        "images",
+        "models",
+        "remote",
+    )
     if len(sys.argv) > 1 and not sys.argv[1].startswith("-"):
         arg = sys.argv[1]
-        if arg not in ("info", "search", "get", "dl", "download", "config", "generate", "serve", "status", "reload", "db") and (
-            arg.endswith(".safetensors") or arg.endswith(".sft") or Path(arg).exists()
-        ):
+        if arg not in known_commands and (arg.endswith(".safetensors") or arg.endswith(".sft") or Path(arg).exists()):
             sys.argv = [sys.argv[0], "info", *sys.argv[1:]]
 
     app()
diff --git a/tensors/client.py b/tensors/client.py
new file mode 100644
index 0000000..ef2c0b5
--- /dev/null
+++ b/tensors/client.py
@@ -0,0 +1,292 @@
+"""HTTP client for remote tsr server API."""
+
+from __future__ import annotations
+
+from pathlib import Path
+from typing import TYPE_CHECKING, Any
+
+import httpx
+
+if TYPE_CHECKING:
+    from collections.abc import Iterator
+
+
+class TsrClientError(Exception):
+    """Error from TsrClient operations."""
+
+
+class TsrClient:
+    """HTTP client wrapper for tsr server API.
+
+    Usage:
+        with TsrClient("http://junkpile:8080") as client:
+            images = client.list_images()
+            result = client.generate("a cat")
+    """
+
+    def __init__(self, base_url: str, timeout: float = 300.0) -> None:
+        """Initialize client with server URL."""
+        self.base_url = base_url.rstrip("/")
+        self.timeout = timeout
+        self._client: httpx.Client | None = None
+
+    def __enter__(self) -> TsrClient:
+        self._client = httpx.Client(base_url=self.base_url, timeout=self.timeout)
+        return self
+
+    def __exit__(self, *exc: object) -> None:
+        if self._client:
+            self._client.close()
+            self._client = None
+
+    @property
+    def client(self) -> httpx.Client:
+        """Get the HTTP client, creating if needed."""
+        if self._client is None:
+            self._client = httpx.Client(base_url=self.base_url, timeout=self.timeout)
+        return self._client
+
+    def _get(self, path: str, params: dict[str, Any] | None = None) -> Any:
+        """Make GET request."""
+        try:
+            resp = self.client.get(path, params=params)
+            resp.raise_for_status()
+            return resp.json()
+        except httpx.HTTPStatusError as e:
+            raise TsrClientError(f"HTTP {e.response.status_code}: {e.response.text}") from e
+        except httpx.RequestError as e:
+            raise TsrClientError(f"Request failed: {e}") from e
+
+    def _post(self, path: str, json: dict[str, Any] | None = None) -> Any:
+        """Make POST request."""
+        try:
+            resp = self.client.post(path, json=json)
+            resp.raise_for_status()
+            return resp.json()
+        except httpx.HTTPStatusError as e:
+            raise TsrClientError(f"HTTP {e.response.status_code}: {e.response.text}") from e
+        except httpx.RequestError as e:
+            raise TsrClientError(f"Request failed: {e}") from e
+
+    def _delete(self, path: str) -> Any:
+        """Make DELETE request."""
+        try:
+            resp = self.client.delete(path)
+            resp.raise_for_status()
+            return resp.json()
+        except httpx.HTTPStatusError as e:
+            raise TsrClientError(f"HTTP {e.response.status_code}: {e.response.text}") from e
+        except httpx.RequestError as e:
+            raise TsrClientError(f"Request failed: {e}") from e
+
+    # =========================================================================
+    # Server Status
+    # =========================================================================
+
+    def status(self) -> dict[str, Any]:
+        """Get server status."""
+        return dict(self._get("/status"))
+
+    # =========================================================================
+    # Gallery / Images
+    # =========================================================================
+
+    def list_images(self, limit: int = 50, offset: int = 0) -> dict[str, Any]:
+        """List images in gallery."""
+        return dict(self._get("/api/images", params={"limit": limit, "offset": offset}))
+
+    def get_image_meta(self, image_id: str) -> dict[str, Any]:
+        """Get metadata for an image."""
+        return dict(self._get(f"/api/images/{image_id}/meta"))
+
+    def delete_image(self, image_id: str) -> dict[str, Any]:
+        """Delete an image."""
+        return dict(self._delete(f"/api/images/{image_id}"))
+
+    def edit_image(self, image_id: str, updates: dict[str, Any]) -> dict[str, Any]:
+        """Update image metadata."""
+        return dict(self._post(f"/api/images/{image_id}/edit", json=updates))
+
+    def download_image(self, image_id: str) -> bytes:
+        """Download image file bytes."""
+        try:
+            resp = self.client.get(f"/api/images/{image_id}")
+            resp.raise_for_status()
+            return resp.content
+        except httpx.HTTPStatusError as e:
+            raise TsrClientError(f"HTTP {e.response.status_code}: {e.response.text}") from e
+        except httpx.RequestError as e:
+            raise TsrClientError(f"Request failed: {e}") from e
+
+    # =========================================================================
+    # Models
+    # =========================================================================
+
+    def list_models(self) -> dict[str, Any]:
+        """List available models."""
+        return dict(self._get("/api/models"))
+
+    def get_active_model(self) -> dict[str, Any]:
+        """Get currently active model."""
+        return dict(self._get("/api/models/active"))
+
+    def switch_model(self, model_path: str) -> dict[str, Any]:
+        """Switch to a different model."""
+        return dict(self._post("/api/models/switch", json={"model": model_path}))
+
+    def list_loras(self) -> dict[str, Any]:
+        """List available LoRAs."""
+        return dict(self._get("/api/models/loras"))
+
+    def scan_models(self) -> dict[str, Any]:
+        """Scan model directories."""
+        return dict(self._get("/api/models/scan"))
+
+    # =========================================================================
+    # Generation
+    # =========================================================================
+
+    def generate(
+        self,
+        prompt: str,
+        negative_prompt: str = "",
+        width: int = 512,
+        height: int = 512,
+        steps: int = 20,
+        cfg_scale: float = 7.0,
+        seed: int = -1,
+        sampler_name: str = "",
+        scheduler: str = "",
+        batch_size: int = 1,
+        save_to_gallery: bool = True,
+        return_base64: bool = False,
+    ) -> dict[str, Any]:
+        """Generate images."""
+        body = {
+            "prompt": prompt,
+            "negative_prompt": negative_prompt,
+            "width": width,
+            "height": height,
+            "steps": steps,
+            "cfg_scale": cfg_scale,
+            "seed": seed,
+            "sampler_name": sampler_name,
+            "scheduler": scheduler,
+            "batch_size": batch_size,
+            "save_to_gallery": save_to_gallery,
+            "return_base64": return_base64,
+        }
+        return dict(self._post("/api/generate", json=body))
+
+    def list_samplers(self) -> dict[str, Any]:
+        """List available samplers."""
+        return dict(self._get("/api/samplers"))
+
+    def list_schedulers(self) -> dict[str, Any]:
+        """List available schedulers."""
+        return dict(self._get("/api/schedulers"))
+
+    # =========================================================================
+    # Download
+    # =========================================================================
+
+    def start_download(
+        self,
+        version_id: int | None = None,
+        model_id: int | None = None,
+        hash_val: str | None = None,
+        output_dir: str | None = None,
+    ) -> dict[str, Any]:
+        """Start a model download from CivitAI."""
+        body: dict[str, Any] = {}
+        if version_id:
+            body["version_id"] = version_id
+        if model_id:
+            body["model_id"] = model_id
+        if hash_val:
+            body["hash"] = hash_val
+        if output_dir:
+            body["output_dir"] = output_dir
+        return dict(self._post("/api/download", json=body))
+
+    def get_download_status(self, download_id: str) -> dict[str, Any]:
+        """Get download status."""
+        return dict(self._get(f"/api/download/status/{download_id}"))
+
+    def list_downloads(self) -> dict[str, Any]:
+        """List active downloads."""
+        return dict(self._get("/api/download/active"))
+
+    # =========================================================================
+    # Database
+    # =========================================================================
+
+    def db_list_files(self) -> list[dict[str, Any]]:
+        """List local files in database."""
+        return list(self._get("/api/db/files"))
+
+    def db_search_models(
+        self,
+        query: str | None = None,
+        model_type: str | None = None,
+        base_model: str | None = None,
+        limit: int = 20,
+    ) -> list[dict[str, Any]]:
+        """Search cached models."""
+        params: dict[str, Any] = {"limit": limit}
+        if query:
+            params["query"] = query
+        if model_type:
+            params["type"] = model_type
+        if base_model:
+            params["base"] = base_model
+        return list(self._get("/api/db/models", params=params))
+
+    def db_get_model(self, civitai_id: int) -> dict[str, Any]:
+        """Get cached model by CivitAI ID."""
+        return dict(self._get(f"/api/db/models/{civitai_id}"))
+
+    def db_get_triggers(self, file_path: str | None = None, version_id: int | None = None) -> list[str]:
+        """Get trigger words."""
+        if version_id:
+            return list(self._get(f"/api/db/triggers/{version_id}"))
+        if file_path:
+            return list(self._get("/api/db/triggers", params={"file_path": file_path}))
+        return []
+
+    def db_stats(self) -> dict[str, Any]:
+        """Get database statistics."""
+        return dict(self._get("/api/db/stats"))
+
+    def db_scan(self, directory: str) -> dict[str, Any]:
+        """Scan directory for safetensor files."""
+        return dict(self._post("/api/db/scan", json={"directory": directory}))
+
+    def db_link(self) -> dict[str, Any]:
+        """Link unlinked files to CivitAI."""
+        return dict(self._post("/api/db/link"))
+
+    def db_cache(self, model_id: int) -> dict[str, Any]:
+        """Cache CivitAI model data."""
+        return dict(self._post("/api/db/cache", json={"model_id": model_id}))
+
+    # =========================================================================
+    # Streaming Downloads
+    # =========================================================================
+
+    def stream_image(self, image_id: str) -> Iterator[bytes]:
+        """Stream image download in chunks."""
+        try:
+            with self.client.stream("GET", f"/api/images/{image_id}") as resp:
+                resp.raise_for_status()
+                yield from resp.iter_bytes(chunk_size=1024 * 64)
+        except httpx.HTTPStatusError as e:
+            raise TsrClientError(f"HTTP {e.response.status_code}") from e
+        except httpx.RequestError as e:
+            raise TsrClientError(f"Request failed: {e}") from e
+
+    def save_image_to(self, image_id: str, dest: Path) -> Path:
+        """Download and save image to file."""
+        content = self.download_image(image_id)
+        dest.write_bytes(content)
+        return dest
diff --git a/tensors/config.py b/tensors/config.py
index c4c530b..89c287b 100644
--- a/tensors/config.py
+++ b/tensors/config.py
@@ -165,3 +165,73 @@ def get_default_output_path(model_type: str | None) -> Path | None:
     if model_type and model_type in DEFAULT_PATHS:
         return DEFAULT_PATHS[model_type]
     return None
+
+
+# ============================================================================
+# Remote Server Configuration
+# ============================================================================
+
+
+def get_remotes() -> dict[str, str]:
+    """Get configured remote servers.
+
+    Returns a dict mapping names to URLs, e.g., {"junkpile": "http://junkpile:8080"}
+    """
+    config = load_config()
+    remotes = config.get("remotes", {})
+    return dict(remotes) if isinstance(remotes, dict) else {}
+
+
+def get_default_remote() -> str | None:
+    """Get the default remote name or URL."""
+    config = load_config()
+    return config.get("default_remote")
+
+
+def resolve_remote(remote: str | None) -> str | None:
+    """Resolve a remote name or URL to a full URL.
+
+    Args:
+        remote: Remote name (from config), URL, or None
+
+    Returns:
+        Full URL or None if no remote specified and no default
+    """
+    if remote is None:
+        # Check for default remote
+        default = get_default_remote()
+        if default:
+            remote = default
+        else:
+            return None
+
+    # Check if it's a URL (starts with http:// or https://)
+    if remote.startswith(("http://", "https://")):
+        return remote
+
+    # Look up in configured remotes
+    remotes = get_remotes()
+    if remote in remotes:
+        return remotes[remote]
+
+    # Treat as hostname with default port
+    return f"http://{remote}:8080"
+
+
+def save_remote(name: str, url: str) -> None:
+    """Save a remote server configuration."""
+    config = load_config()
+    if "remotes" not in config:
+        config["remotes"] = {}
+    config["remotes"][name] = url
+    save_config(config)
+
+
+def set_default_remote(name: str | None) -> None:
+    """Set the default remote."""
+    config = load_config()
+    if name is None:
+        config.pop("default_remote", None)
+    else:
+        config["default_remote"] = name
+    save_config(config)