Building an MCP Server with Laravel

What is an MCP server (advanced overview)

Model Context Protocol (MCP) is a specification that allows AI clients (Claude, Cursor, GitHub Copilot, etc.) to communicate with your application using a standardized protocol. MCP has three primary primitives:

Primitive	Role	Common use cases
Tools	Functions the AI can invoke	Data manipulation, external API calls, computation
Resources	Context the AI can read	Documentation, configuration, dynamic data
Prompts	Reusable templates	Standardized queries, workflow guidance

Building an MCP server with Laravel lets you use the entire Laravel ecosystem — Eloquent, caching, authentication, validation — as-is.

This advanced guide focuses on practical implementation. For a conceptual introduction to MCP, see Intermediate: Laravel MCP.

Installation and setup

Install the package

Install the package via Composer.

composer require laravel/mcp

Publish the route file

Use vendor:publish to generate routes/ai.php, where you register your MCP servers.

php artisan vendor:publish --tag=ai-routes

Generate a server class

Create a server class with the Artisan command.

php artisan make:mcp-server DatabaseServer

use App\Mcp\Servers\DatabaseServer;
use Laravel\Mcp\Facades\Mcp;

Mcp::web('/mcp/database', DatabaseServer::class);

use App\Mcp\Servers\DatabaseServer;
use Laravel\Mcp\Facades\Mcp;

Mcp::local('database', DatabaseServer::class);

The web server is accessed via HTTP POST. The local server runs as an Artisan command and is used with CLI-based AI clients.

Implementing tools

Tools are functions that AI clients can invoke. You can use Laravel’s service container, validation, and Eloquent directly.

Creating a tool

php artisan make:mcp-tool SearchUsersTool

Implement the handle and schema methods in the generated class.

Defining parameters (schema)

Use the Illuminate\Contracts\JsonSchema\JsonSchema builder in the schema method to define accepted parameters.

<?php

namespace App\Mcp\Tools;

use Illuminate\Contracts\JsonSchema\JsonSchema;
use Laravel\Mcp\Request;
use Laravel\Mcp\Response;
use Laravel\Mcp\Server\Attributes\Description;
use Laravel\Mcp\Server\Tool;

#[Description('Search users by name or email address.')]
class SearchUsersTool extends Tool
{
    public function handle(Request $request): Response
    {
        $validated = $request->validate([
            'query'   => 'required|string|max:100',
            'limit'   => 'integer|min:1|max:50',
            'role'    => 'nullable|string|in:admin,editor,viewer',
        ], [
            'query.required' => 'Please provide a search keyword, e.g. "John" or "[email protected]".',
            'limit.max'      => 'The limit may not be greater than 50.',
            'role.in'        => 'Role must be one of: admin, editor, viewer.',
        ]);

        $users = \App\Models\User::query()
            ->where(function ($q) use ($validated) {
                $q->where('name', 'like', "%{$validated['query']}%")
                  ->orWhere('email', 'like', "%{$validated['query']}%");
            })
            ->when(isset($validated['role']), fn ($q) => $q->where('role', $validated['role']))
            ->limit($validated['limit'] ?? 10)
            ->get(['id', 'name', 'email', 'role']);

        if ($users->isEmpty()) {
            return Response::text('No users found matching the given criteria.');
        }

        $result = $users->map(fn ($u) => "ID:{$u->id} {$u->name} <{$u->email}> [{$u->role}]")
                        ->implode("\n");

        return Response::text($result);
    }

    public function schema(JsonSchema $schema): array
    {
        return [
            'query' => $schema->string()
                ->description('Search keyword. Searches by name or email address.')
                ->required(),

            'limit' => $schema->integer()
                ->description('Maximum number of results (default: 10, max: 50).')
                ->minimum(1)
                ->maximum(50)
                ->default(10),

            'role' => $schema->string()
                ->description('Filter by role: admin, editor, or viewer.')
                ->enum(['admin', 'editor', 'viewer']),
        ];
    }
}

Tool annotations

MCP protocol annotations let AI clients assess the safety of a tool.

use Laravel\Mcp\Server\Tools\Annotations\IsIdempotent;
use Laravel\Mcp\Server\Tools\Annotations\IsReadOnly;

#[IsReadOnly]      // Does not modify state
#[IsIdempotent]    // Safe to call multiple times with the same arguments
class SearchUsersTool extends Tool
{
    // ...
}

Annotation	Description
`#[IsReadOnly]`	Does not modify data
`#[IsDestructive]`	Performs a destructive operation such as deletion
`#[IsIdempotent]`	Re-running with the same arguments is safe
`#[IsOpenWorld]`	Communicates with external entities

Structured responses

Use Response::structured to return JSON responses that are easy for AI clients to parse.

return Response::structured([
    'total' => $users->count(),
    'users' => $users->map(fn ($u) => [
        'id'    => $u->id,
        'name'  => $u->name,
        'email' => $u->email,
    ])->toArray(),
]);

Streaming responses

For long-running operations, return a Generator to stream progress updates.

use Generator;
use Laravel\Mcp\Request;
use Laravel\Mcp\Response;

public function handle(Request $request): Generator
{
    $items = \App\Models\Product::all();
    $total = $items->count();

    foreach ($items as $index => $item) {
        yield Response::notification('processing/progress', [
            'current' => $index + 1,
            'total'   => $total,
            'name'    => $item->name,
        ]);

        // Heavy processing...
        yield Response::text("Processed: {$item->name}");
    }
}

On a web server, streaming responses are automatically sent as SSE (Server-Sent Events) streams.

Conditional registration

You can expose a tool only to users who meet certain conditions.

public function shouldRegister(Request $request): bool
{
    return $request?->user()?->hasRole('admin') ?? false;
}

Implementing resources

Resources are data that AI clients load as context — documents, configuration, or dynamic data.

Static resources

php artisan make:mcp-resource AppDocumentationResource

<?php

namespace App\Mcp\Resources;

use Laravel\Mcp\Request;
use Laravel\Mcp\Response;
use Laravel\Mcp\Server\Attributes\Description;
use Laravel\Mcp\Server\Attributes\MimeType;
use Laravel\Mcp\Server\Attributes\Uri;
use Laravel\Mcp\Server\Resource;

#[Uri('app://resources/documentation')]
#[MimeType('text/markdown')]
#[Description('Overview of the application API documentation and business rules.')]
class AppDocumentationResource extends Resource
{
    public function handle(Request $request): Response
    {
        $content = \Illuminate\Support\Facades\Storage::get('docs/api-overview.md')
            ?? 'Documentation not found.';

        return Response::text($content);
    }
}

Dynamic resources (URI templates)

URI templates let you serve dynamic resources based on URL parameters.

<?php

namespace App\Mcp\Resources;

use Laravel\Mcp\Request;
use Laravel\Mcp\Response;
use Laravel\Mcp\Server\Attributes\Description;
use Laravel\Mcp\Server\Attributes\MimeType;
use Laravel\Mcp\Server\Contracts\HasUriTemplate;
use Laravel\Mcp\Server\Resource;
use Laravel\Mcp\Support\UriTemplate;

#[MimeType('application/json')]
#[Description('Retrieve user information by user ID.')]
class UserProfileResource extends Resource implements HasUriTemplate
{
    public function uriTemplate(): UriTemplate
    {
        return new UriTemplate('app://users/{userId}/profile');
    }

    public function handle(Request $request): Response
    {
        $userId = $request->get('userId');

        $user = \App\Models\User::find($userId);

        if (! $user) {
            return Response::error("User ID {$userId} not found.");
        }

        return Response::text(json_encode([
            'id'         => $user->id,
            'name'       => $user->name,
            'email'      => $user->email,
            'created_at' => $user->created_at->toIso8601String(),
        ], JSON_PRETTY_PRINT));
    }
}

An AI client requests app://users/42/profile, and the {userId} value is available via $request->get('userId').

Resource annotations

You can explicitly set the priority and audience of a resource.

use Laravel\Mcp\Enums\Role;
use Laravel\Mcp\Server\Annotations\Audience;
use Laravel\Mcp\Server\Annotations\Priority;

#[Audience(Role::Assistant)]   // Intended for the AI assistant
#[Priority(0.8)]               // Importance (0.0–1.0)
class AppDocumentationResource extends Resource
{
    // ...
}

Implementing prompts

Prompts are reusable templates that AI clients can use to standardize common queries or complex workflows.

Creating a prompt

php artisan make:mcp-prompt DataAnalysisPrompt

<?php

namespace App\Mcp\Prompts;

use Laravel\Mcp\Request;
use Laravel\Mcp\Response;
use Laravel\Mcp\Server\Attributes\Description;
use Laravel\Mcp\Server\Prompt;
use Laravel\Mcp\Server\Prompts\Argument;

#[Description('Prompt template for generating data analysis reports.')]
class DataAnalysisPrompt extends Prompt
{
    public function arguments(): array
    {
        return [
            new Argument(
                name: 'target',
                description: 'The subject to analyze, e.g. "last month\'s sales" or "user registration trends".',
                required: true,
            ),
            new Argument(
                name: 'format',
                description: 'Output format: "summary" or "detail".',
                required: false,
            ),
        ];
    }

    public function handle(Request $request): array
    {
        $validated = $request->validate([
            'target' => 'required|string|max:200',
            'format' => 'nullable|in:summary,detail',
        ]);

        $target = $validated['target'];
        $format = $validated['format'] ?? 'summary';
        $instruction = $format === 'detail'
            ? 'Create a detailed report including metrics, trends, anomalies, and recommended actions.'
            : 'Create a concise summary with key metrics and three important insights.';

        return [
            Response::text(
                "You are a data analyst. {$instruction}"
            )->asAssistant(),
            Response::text(
                "Analyze the following data: {$target}"
            ),
        ];
    }
}

Using asAssistant() treats the message as a statement from the AI assistant. Combine system prompts and user messages to fine-tune AI behavior.

Authentication and authorization

Token authentication with Sanctum

The simplest approach. MCP clients attach an Authorization: Bearer <token> header.

// routes/ai.php
Mcp::web('/mcp/database', DatabaseServer::class)
    ->middleware('auth:sanctum');

OAuth 2.1 authentication

Use Laravel Passport for more robust authentication.

// routes/ai.php
use Laravel\Mcp\Facades\Mcp;

Mcp::oauthRoutes();

Mcp::web('/mcp/database', DatabaseServer::class)
    ->middleware('auth:api');

When using OAuth, publish the MCP authorization views and configure them in AppServiceProvider.

php artisan vendor:publish --tag=mcp-views

// app/Providers/AppServiceProvider.php
use Laravel\Passport\Passport;

public function boot(): void
{
    Passport::authorizationView(function ($parameters) {
        return view('mcp.authorize', $parameters);
    });
}

Custom middleware authentication

If you use your own API tokens, validate the Authorization header in custom middleware.

// app/Http/Middleware/McpTokenMiddleware.php
public function handle($request, Closure $next)
{
    $token = $request->bearerToken();

    if (! $token || ! \App\Models\ApiToken::where('token', hash('sha256', $token))->exists()) {
        return response()->json(['error' => 'Unauthorized'], 401);
    }

    return $next($request);
}

Authorization inside tools

Use $request->user() inside a tool or resource’s handle method for fine-grained authorization.

public function handle(Request $request): Response
{
    $user = $request->user();

    if (! $user?->can('manage-users')) {
        return Response::error('You do not have permission to use this tool. Please contact an administrator.');
    }

    // Continue with authorized logic...
}

shouldRegister only hides the tool from the list. Always perform authorization checks inside the handle method when the tool is actually invoked.

Practical example: database operation tools

A complete implementation of tools that search and create data using Eloquent.

Server class

<?php

namespace App\Mcp\Servers;

use App\Mcp\Tools\CreatePostTool;
use App\Mcp\Tools\SearchPostsTool;
use Laravel\Mcp\Server\Attributes\Instructions;
use Laravel\Mcp\Server\Attributes\Name;
use Laravel\Mcp\Server\Attributes\Version;
use Laravel\Mcp\Server;

#[Name('Blog Management Server')]
#[Version('1.0.0')]
#[Instructions('An MCP server for searching and creating blog posts.')]
class BlogServer extends Server
{
    protected array $tools = [
        SearchPostsTool::class,
        CreatePostTool::class,
    ];
}

Search tool (read-only)

<?php

namespace App\Mcp\Tools;

use App\Models\Post;
use Illuminate\Contracts\JsonSchema\JsonSchema;
use Laravel\Mcp\Request;
use Laravel\Mcp\Response;
use Laravel\Mcp\Server\Attributes\Description;
use Laravel\Mcp\Server\Tools\Annotations\IsIdempotent;
use Laravel\Mcp\Server\Tools\Annotations\IsReadOnly;
use Laravel\Mcp\Server\Tool;

#[Description('Search blog posts by keyword or status.')]
#[IsReadOnly]
#[IsIdempotent]
class SearchPostsTool extends Tool
{
    public function handle(Request $request): Response
    {
        $validated = $request->validate([
            'keyword' => 'nullable|string|max:100',
            'status'  => 'nullable|in:draft,published,archived',
            'limit'   => 'integer|min:1|max:20',
        ]);

        $posts = Post::query()
            ->when($validated['keyword'] ?? null, fn ($q, $kw) =>
                $q->where('title', 'like', "%{$kw}%")
                  ->orWhere('body', 'like', "%{$kw}%")
            )
            ->when($validated['status'] ?? null, fn ($q, $s) => $q->where('status', $s))
            ->latest()
            ->limit($validated['limit'] ?? 5)
            ->get(['id', 'title', 'status', 'published_at']);

        if ($posts->isEmpty()) {
            return Response::text('No posts found matching the given criteria.');
        }

        return Response::structured([
            'total' => $posts->count(),
            'posts' => $posts->map(fn ($p) => [
                'id'           => $p->id,
                'title'        => $p->title,
                'status'       => $p->status,
                'published_at' => $p->published_at?->toIso8601String(),
            ])->toArray(),
        ]);
    }

    public function schema(JsonSchema $schema): array
    {
        return [
            'keyword' => $schema->string()
                ->description('Keyword to search in post title or body.'),

            'status' => $schema->string()
                ->description('Post status filter.')
                ->enum(['draft', 'published', 'archived']),

            'limit' => $schema->integer()
                ->description('Maximum number of results (default: 5, max: 20).')
                ->default(5),
        ];
    }
}

Create tool (write)

<?php

namespace App\Mcp\Tools;

use App\Models\Post;
use Illuminate\Contracts\JsonSchema\JsonSchema;
use Laravel\Mcp\Request;
use Laravel\Mcp\Response;
use Laravel\Mcp\Server\Attributes\Description;
use Laravel\Mcp\Server\Tool;

#[Description('Create a new blog post as a draft.')]
class CreatePostTool extends Tool
{
    public function handle(Request $request): Response
    {
        $user = $request->user();

        if (! $user?->can('create-posts')) {
            return Response::error('You do not have permission to create posts.');
        }

        $validated = $request->validate([
            'title' => 'required|string|max:255',
            'body'  => 'required|string',
            'tags'  => 'nullable|array',
            'tags.*' => 'string|max:50',
        ], [
            'title.required' => 'Please provide a post title.',
            'body.required'  => 'Please provide post body content.',
        ]);

        $post = Post::create([
            'title'   => $validated['title'],
            'body'    => $validated['body'],
            'status'  => 'draft',
            'user_id' => $user->id,
        ]);

        if (! empty($validated['tags'])) {
            $post->syncTags($validated['tags']);
        }

        return Response::structured([
            'id'         => $post->id,
            'title'      => $post->title,
            'status'     => $post->status,
            'created_at' => $post->created_at->toIso8601String(),
            'message'    => 'Post created as draft.',
        ]);
    }

    public function schema(JsonSchema $schema): array
    {
        return [
            'title' => $schema->string()
                ->description('Post title (max 255 characters).')
                ->required(),

            'body' => $schema->string()
                ->description('Post body content. Markdown is supported.')
                ->required(),

            'tags' => $schema->array()
                ->description('Array of tags to attach to the post, e.g. ["Laravel", "PHP"].'),
        ];
    }
}

Practical example: file system tool

A tool that reads files using the Storage facade.

<?php

namespace App\Mcp\Tools;

use Illuminate\Contracts\JsonSchema\JsonSchema;
use Illuminate\Support\Facades\Storage;
use Laravel\Mcp\Request;
use Laravel\Mcp\Response;
use Laravel\Mcp\Server\Attributes\Description;
use Laravel\Mcp\Server\Tools\Annotations\IsReadOnly;
use Laravel\Mcp\Server\Tool;

#[Description('List files in storage and read the contents of text files.')]
#[IsReadOnly]
class ReadFileTool extends Tool
{
    public function handle(Request $request): Response
    {
        $validated = $request->validate([
            'path'    => 'required|string|max:500',
            'disk'    => 'nullable|string|in:local,public,s3',
        ]);

        $disk = $validated['disk'] ?? 'local';
        $path = $validated['path'];

        // Prevent directory traversal attacks
        if (str_contains($path, '..')) {
            return Response::error('Invalid path specified.');
        }

        if (! Storage::disk($disk)->exists($path)) {
            return Response::error("File not found: {$path}");
        }

        $mimeType = Storage::disk($disk)->mimeType($path);

        // Return contents for text files
        if (str_starts_with($mimeType, 'text/') || $mimeType === 'application/json') {
            $content = Storage::disk($disk)->get($path);
            return Response::text($content);
        }

        // Return binary for image files
        if (str_starts_with($mimeType, 'image/')) {
            return Response::fromStorage($path, disk: $disk);
        }

        return Response::error("Unsupported file type: {$mimeType}");
    }

    public function schema(JsonSchema $schema): array
    {
        return [
            'path' => $schema->string()
                ->description('Path to the file to read, e.g. "reports/2025-01.csv".')
                ->required(),

            'disk' => $schema->string()
                ->description('Storage disk to use.')
                ->enum(['local', 'public', 's3'])
                ->default('local'),
        ];
    }
}

Always sanitize paths in file operation tools to prevent access outside allowed directories. Reject any path containing ...

Testing

MCP servers, tools, resources, and prompts can be unit tested with Laravel’s standard testing features.

Testing tools

Call a tool directly using Server::tool().

use App\Mcp\Servers\BlogServer;
use App\Mcp\Tools\SearchPostsTool;
use App\Models\Post;
use App\Models\User;

test('can search posts', function () {
    Post::factory()->create(['title' => 'Getting Started with Laravel', 'status' => 'published']);
    Post::factory()->create(['title' => 'Advanced PHP', 'status' => 'draft']);

    $response = BlogServer::tool(SearchPostsTool::class, [
        'keyword' => 'Laravel',
        'status'  => 'published',
    ]);

    $response
        ->assertOk()
        ->assertSee('Getting Started with Laravel');
});

test('unauthorized user cannot create a post', function () {
    $user = User::factory()->create();

    $response = BlogServer::actingAs($user)
        ->tool(\App\Mcp\Tools\CreatePostTool::class, [
            'title' => 'Test Post',
            'body'  => 'Body content.',
        ]);

    $response->assertSee('You do not have permission to create posts');
});

use App\Mcp\Servers\BlogServer;
use App\Mcp\Tools\SearchPostsTool;
use App\Models\Post;
use App\Models\User;

public function test_can_search_posts(): void
{
    Post::factory()->create(['title' => 'Getting Started with Laravel', 'status' => 'published']);
    Post::factory()->create(['title' => 'Advanced PHP', 'status' => 'draft']);

    $response = BlogServer::tool(SearchPostsTool::class, [
        'keyword' => 'Laravel',
        'status'  => 'published',
    ]);

    $response
        ->assertOk()
        ->assertSee('Getting Started with Laravel');
}

public function test_unauthorized_user_cannot_create_post(): void
{
    $user = User::factory()->create();

    $response = BlogServer::actingAs($user)
        ->tool(\App\Mcp\Tools\CreatePostTool::class, [
            'title' => 'Test Post',
            'body'  => 'Body content.',
        ]);

    $response->assertSee('You do not have permission to create posts');
}

Testing resources and prompts

// Testing a resource
$response = BlogServer::resource(\App\Mcp\Resources\AppDocumentationResource::class);
$response->assertOk()->assertSee('API');

// Testing a prompt
$response = BlogServer::prompt(\App\Mcp\Prompts\DataAnalysisPrompt::class, [
    'target' => 'last month\'s sales',
    'format' => 'summary',
]);
$response->assertOk()->assertSee('data analyst');

Key assertion methods

Method	Description
`assertOk()`	Confirms the response has no errors
`assertSee($text)`	Confirms the response contains the given text
`assertHasErrors()`	Confirms the response has errors
`assertHasNoErrors()`	Confirms the response has no errors
`assertName($name)`	Confirms the tool name
`assertSentNotification($method, $data)`	Confirms a notification was sent
`assertNotificationCount($count)`	Confirms the number of notifications sent

Debugging with MCP Inspector

Use MCP Inspector for interactive debugging.

# Inspect a web server
php artisan mcp:inspector mcp/database

# Inspect a local server
php artisan mcp:inspector database

Deployment considerations

HTTP streaming and SSE

If you use streaming responses (Generator) on a web server, verify your server configuration.

location /mcp {
    proxy_pass http://127.0.0.1:8000;
    proxy_buffering off;          # Disable buffering for SSE
    proxy_cache off;
    proxy_read_timeout 3600s;     # Support long-lived connections
    proxy_set_header Connection '';
    chunked_transfer_encoding on;
}

# When using mod_proxy_http
ProxyPass /mcp http://127.0.0.1:8000/mcp
ProxyPassReverse /mcp http://127.0.0.1:8000/mcp
SetEnv proxy-sendchunks 1

Using Laravel Octane

For high-traffic MCP servers, consider Laravel Octane (FrankenPHP or Swoole) to significantly reduce per-request overhead.

With Octane, state is shared between requests. Avoid using static properties or global state inside tools.

Rate limiting

Use the throttle middleware to limit requests to your MCP server.

// routes/ai.php
Mcp::web('/mcp/database', DatabaseServer::class)
    ->middleware(['auth:sanctum', 'throttle:60,1']);

Caching

Apply caching to frequently called read-only tools.

public function handle(Request $request): Response
{
    $data = \Illuminate\Support\Facades\Cache::remember(
        "mcp:search:{$request->get('keyword')}",
        now()->addMinutes(5),
        fn () => $this->fetchFromDatabase($request)
    );

    return Response::structured($data);
}

Logging and monitoring

Log MCP tool calls to track how AI clients are using your server.

public function handle(Request $request): Response
{
    \Illuminate\Support\Facades\Log::info('MCP tool called', [
        'tool'   => static::class,
        'user'   => $request->user()?->id,
        'params' => $request->all(),
    ]);

    // ...
}

In production, use Laravel Telescope or Sentry to monitor MCP server performance and exceptions.

​What is an MCP server (advanced overview)

​Installation and setup

​Implementing tools

​Creating a tool

​Defining parameters (schema)

​Tool annotations

​Structured responses

​Streaming responses

​Conditional registration

​Implementing resources

​Static resources

​Dynamic resources (URI templates)

​Resource annotations

​Implementing prompts

​Creating a prompt

​Authentication and authorization

​Token authentication with Sanctum

​OAuth 2.1 authentication

​Custom middleware authentication

​Authorization inside tools

​Practical example: database operation tools

​Server class

​Search tool (read-only)

​Create tool (write)

​Practical example: file system tool

​Testing

​Testing tools

​Testing resources and prompts

​Key assertion methods

​Debugging with MCP Inspector

​Deployment considerations

​HTTP streaming and SSE

​Using Laravel Octane

​Rate limiting

​Caching

​Logging and monitoring

What is an MCP server (advanced overview)

Installation and setup

Implementing tools

Creating a tool

Defining parameters (schema)

Tool annotations

Structured responses

Streaming responses

Conditional registration

Implementing resources

Static resources

Dynamic resources (URI templates)

Resource annotations

Implementing prompts

Creating a prompt

Authentication and authorization

Token authentication with Sanctum

OAuth 2.1 authentication

Custom middleware authentication

Authorization inside tools

Practical example: database operation tools

Server class

Search tool (read-only)

Create tool (write)

Practical example: file system tool

Testing

Testing tools

Testing resources and prompts

Key assertion methods

Debugging with MCP Inspector

Deployment considerations

HTTP streaming and SSE

Using Laravel Octane

Rate limiting

Caching

Logging and monitoring