AI Studio UI Plugins - Tyk Documentation

Availability

Edition	Deployment Type
Community & Enterprise	Self-Managed, Hybrid

AI Studio UI plugins extend the admin dashboard with custom interfaces using WebComponents. Build rich admin panels, custom dashboards, monitoring tools, and specialized management interfaces that integrate seamlessly with the AI Studio platform using the Unified Plugin SDK.

Looking for portal (end-user) pages? See the AI Portal UI Plugins Guide for building pages visible to portal users, not just admins.

Overview

UI plugins enable you to:

Add Custom Pages: Register new routes in the dashboard
Extend Sidebar: Add sections, links, and navigation
Serve WebComponents: Use any frontend framework (React, Vue, Lit, etc.)
Call Service APIs: Access LLMs, tools, datasources, analytics, and more
Store Plugin Data: Use built-in key-value storage
Define RPC Methods: Create custom backend endpoints
Multi-Capability: Combine UI with middleware hooks (PostAuth, Response, Object Hooks, etc.)

Unified SDK Integration

UI plugins use the Unified Plugin SDK (pkg/plugin_sdk) and can combine UI capabilities with other plugin capabilities like PostAuth, Response, or Object Hooks.

Key Features

BasePlugin: Convenience struct for lifecycle management
UIProvider: Capability for serving UI assets and RPC methods
Context Services: Access KV storage, logging, and Studio Services
Multi-Capability: Implement multiple interfaces in one plugin
Broker Connection: Automatic Service API access for UI interactions

Example: Multi-Capability Plugin

A single plugin can provide both UI and middleware functionality:

Expandable

import "github.com/TykTechnologies/midsommar/v2/pkg/plugin_sdk"

type MyUIPlugin struct {
    plugin_sdk.BasePlugin
}

// Implement UIProvider capability
func (p *MyUIPlugin) GetAsset(assetPath string) ([]byte, string, error) {
    // Serve UI assets
}

func (p *MyUIPlugin) HandleCall(method string, payload []byte) ([]byte, error) {
    // Handle RPC calls from UI
}

// Implement PostAuthHandler capability (optional)
func (p *MyUIPlugin) HandlePostAuth(ctx plugin_sdk.Context, req *pb.EnrichedRequest) (*pb.PluginResponse, error) {
    // Process requests
}

// Implement ObjectHooks capability (optional)
func (p *MyUIPlugin) GetObjectHookRegistrations() ([]*pb.ObjectHookRegistration, error) {
    // Register hooks
}

Example: examples/plugins/studio/llm-rate-limiter-multiphase/ combines UIProvider + PostAuth + Response in one plugin. ##Quick Start

1. Project Structure

my-ui-plugin/
├── server/
│   ├── main.go              # Plugin server
│   ├── plugin.manifest.json # Plugin manifest
│   └── config.schema.json   # Configuration schema
├── ui/
│   ├── webc/
│   │   └── dashboard.js     # WebComponent
│   └── assets/
│       └── icon.svg         # Static assets
└── go.mod

2. Create Manifest

server/manifest.json:

Expandable

{
  "id": "com.example.my-plugin",
  "name": "My Plugin",
  "version": "1.0.0",
  "plugin_type": "ai_studio",
  "permissions": {
    "services": [
      "llms.read",
      "apps.read",
      "kv.readwrite"
    ]
  },
  "ui": {
    "slots": [
      {
        "slot": "sidebar.section",
        "label": "My Plugin",
        "icon": "/assets/icon.svg",
        "items": [
          {
            "type": "route",
            "path": "/admin/my-plugin",
            "title": "Dashboard",
            "mount": {
              "kind": "webc",
              "tag": "my-plugin-dashboard",
              "entry": "/ui/webc/dashboard.js",
              "props": {
                "apiBase": "/plugin/com.example.my-plugin/rpc"
              }
            }
          }
        ]
      }
    ]
  },
  "rpc": {
    "basePath": "/plugin/com.example.my-plugin/rpc"
  }
}

3. Implement Plugin Server

server/main.go:

Expandable

package main

import (
    "context"
    "embed"
    "encoding/json"
    "fmt"
    "log"

    "github.com/TykTechnologies/midsommar/v2/pkg/ai_studio_sdk"
    "github.com/TykTechnologies/midsommar/v2/pkg/plugin_sdk"
    pb "github.com/TykTechnologies/midsommar/v2/proto"
)

//go:embed ui assets plugin.manifest.json
var embeddedAssets embed.FS

type MyPlugin struct {
    plugin_sdk.BasePlugin
}

func NewMyPlugin() *MyPlugin {
    return &MyPlugin{
        BasePlugin: plugin_sdk.NewBasePlugin(
            "my-ui-plugin",
            "1.0.0",
            "Custom UI plugin with dashboard",
        ),
    }
}

// Initialize is called when plugin starts
func (p *MyPlugin) Initialize(ctx plugin_sdk.Context, config map[string]string) error {
    log.Printf("My Plugin initializing")

    // Extract broker ID for Service API access
    brokerIDStr := ""
    if id, ok := config["_service_broker_id"]; ok {
        brokerIDStr = id
    } else if id, ok := config["service_broker_id"]; ok {
        brokerIDStr = id
    }

    if brokerIDStr != "" {
        var brokerID uint32
        fmt.Sscanf(brokerIDStr, "%d", &brokerID)
        ai_studio_sdk.SetServiceBrokerID(brokerID)
        log.Printf("Set broker ID %d for Service API", brokerID)
    }

    return nil
}

// Shutdown is called when plugin stops
func (p *MyPlugin) Shutdown(ctx plugin_sdk.Context) error {
    log.Printf("My Plugin shutting down")
    return nil
}

// GetAsset serves static files
func (p *MyPlugin) GetAsset(assetPath string) ([]byte, string, error) {
    if assetPath[0] == '/' {
        assetPath = assetPath[1:]
    }

    content, err := embeddedAssets.ReadFile(assetPath)
    if err != nil {
        return nil, "", err
    }

    mimeType := detectMimeType(assetPath)
    return content, mimeType, nil
}

// GetManifest returns the plugin manifest
func (p *MyPlugin) GetManifest() ([]byte, error) {
    return embeddedAssets.ReadFile("plugin.manifest.json")
}

// HandleCall processes RPC methods
func (p *MyPlugin) HandleCall(method string, payload []byte) ([]byte, error) {
    ctx := context.Background()

    switch method {
    case "get_data":
        return p.getData(ctx)
    case "save_settings":
        return p.saveSettings(ctx, payload)
    default:
        return nil, fmt.Errorf("unknown method: %s", method)
    }
}

// RPC method implementation
func (p *MyPlugin) getData(ctx context.Context) ([]byte, error) {
    // Call service API to get LLMs
    llmsResp, err := ai_studio_sdk.ListLLMs(ctx, 1, 10)
    if err != nil {
        return nil, err
    }

    // Return data as JSON
    return json.Marshal(map[string]interface{}{
        "llms": llmsResp.Llms,
        "total": llmsResp.TotalCount,
    })
}

func (p *MyPlugin) saveSettings(ctx context.Context, payload []byte) ([]byte, error) {
    // Store settings in KV storage
    _, err := ai_studio_sdk.WritePluginKV(ctx, "settings", payload)
    if err != nil {
        return nil, err
    }

    return json.Marshal(map[string]string{
        "status": "saved",
    })
}

// GetConfigSchema returns configuration schema
func (p *MyPlugin) GetConfigSchema() ([]byte, error) {
    schema := map[string]interface{}{
        "$schema": "http://json-schema.org/draft-07/schema#",
        "type": "object",
        "properties": map[string]interface{}{
            "api_key": map[string]interface{}{
                "type": "string",
                "description": "API key for external service",
            },
        },
    }
    return json.Marshal(schema)
}

func detectMimeType(path string) string {
    if strings.HasSuffix(path, ".js") {
        return "application/javascript"
    } else if strings.HasSuffix(path, ".css") {
        return "text/css"
    } else if strings.HasSuffix(path, ".svg") {
        return "image/svg+xml"
    }
    return "application/octet-stream"
}

func main() {
    log.Printf("Starting My Plugin")
    plugin_sdk.Serve(NewMyPlugin())
}

4. Create WebComponent

ui/webc/dashboard.js:

Expandable

class MyPluginDashboard extends HTMLElement {
    connectedCallback() {
        this.innerHTML = `
            <div class="plugin-dashboard">
                <h1>My Plugin Dashboard</h1>
                <div id="content">Loading...</div>
                <button id="refresh">Refresh</button>
            </div>
        `;

        this.loadData();

        this.querySelector('#refresh').addEventListener('click', () => {
            this.loadData();
        });
    }

    async loadData() {
        try {
            const apiBase = this.getAttribute('apiBase') || '/plugin/com.example.my-plugin/rpc';

            const response = await fetch(`${apiBase}/get_data`, {
                method: 'POST',
                headers: {
                    'Content-Type': 'application/json',
                    'Authorization': `Bearer ${this.getAuthToken()}`,
                },
                body: JSON.stringify({}),
            });

            const data = await response.json();

            this.querySelector('#content').innerHTML = `
                <p>Found ${data.total} LLMs</p>
                <ul>
                    ${data.llms.map(llm => `<li>${llm.name} (${llm.vendor})</li>`).join('')}
                </ul>
            `;
        } catch (error) {
            console.error('Failed to load data:', error);
            this.querySelector('#content').innerHTML = `<p>Error: ${error.message}</p>`;
        }
    }

    getAuthToken() {
        // Get token from localStorage or session
        return localStorage.getItem('auth_token') || '';
    }
}

customElements.define('my-plugin-dashboard', MyPluginDashboard);

5. Build and Deploy

Expandable

# Build plugin
cd server
go build -o my-plugin

# Create plugin in AI Studio
curl -X POST http://localhost:3000/api/v1/plugins \
  -H "Authorization: Bearer $TOKEN" \
  -d '{
    "name": "My Plugin",
    "slug": "my-plugin",
    "command": "file:///path/to/my-plugin",
    "hook_type": "studio_ui",
    "plugin_type": "ai_studio",
    "is_active": true,
    "load_immediately": true
  }'

Manifest Structure

Top-Level Fields

{
  "id": "com.example.plugin",           // Unique identifier (reverse domain)
  "name": "Plugin Name",                // Display name
  "version": "1.0.0",                   // Semantic version
  "plugin_type": "ai_studio",           // Must be "ai_studio"
  "description": "Plugin description",  // Optional
  "permissions": { },                   // Permission scopes
  "ui": { },                            // UI configuration
  "rpc": { },                           // RPC configuration
  "assets": [],                         // Static asset list
  "compat": { }                         // Compatibility info
}

Permissions

Expandable

{
  "permissions": {
    "services": [
      "llms.read",           // List and read LLM configurations
      "llms.proxy",          // Call LLMs via proxy
      "llms.write",          // Create/update LLMs
      "tools.read",          // List and read tools
      "tools.execute",       // Execute tools
      "tools.write",         // Create/update tools
      "datasources.read",    // List and read datasources
      "datasources.query",   // Query datasources
      "apps.read",           // List and read apps
      "apps.write",          // Create/update apps
      "plugins.read",        // List and read plugins
      "analytics.read",      // Read analytics data
      "kv.read",             // Read KV storage
      "kv.readwrite"         // Read/write KV storage
    ]
  }
}

UI Configuration

Expandable

{
  "ui": {
    "slots": [
      {
        "slot": "sidebar.section",        // UI slot name
        "label": "My Plugin",             // Section label
        "icon": "/assets/icon.svg",       // Icon path
        "items": [
          {
            "type": "route",              // Route type
            "path": "/admin/my-plugin",   // URL path
            "title": "Dashboard",         // Page title
            "mount": {
              "kind": "webc",             // WebComponent
              "tag": "my-dashboard",      // Custom element tag
              "entry": "/ui/webc/dashboard.js",  // JS file
              "props": {                  // Props passed to component
                "apiBase": "/plugin/com.example/rpc"
              }
            }
          }
        ]
      }
    ]
  }
}

Available UI Slots

sidebar.section: Add sidebar section with nested items
sidebar.link: Add individual sidebar link
settings.section: Add settings page section
app.detail.tab: Add tab to app detail page
llm.detail.tab: Add tab to LLM detail page

RPC Configuration

{
  "rpc": {
    "basePath": "/plugin/com.example/rpc"
  }
}

RPC calls are automatically routed to your plugin’s HandleCall() method.

Service API Access

The Service API provides 100+ gRPC operations accessible via the SDK:

LLM Operations

// List LLMs
llmsResp, err := ai_studio_sdk.ListLLMs(ctx, page, limit)

// Get LLM by ID
llm, err := ai_studio_sdk.GetLLM(ctx, llmID)

// Call LLM via proxy (streaming)
stream, err := ai_studio_sdk.CallLLM(ctx, llmID, model, messages,
    temperature, maxTokens, tools, true)

// Simple non-streaming LLM call
response, err := ai_studio_sdk.CallLLMSimple(ctx, llmID, model,
    "Hello, world!")

Tool Operations

// List tools
toolsResp, err := ai_studio_sdk.ListTools(ctx, page, limit)

// Get tool by ID
tool, err := ai_studio_sdk.GetTool(ctx, toolID)

// Execute tool
result, err := ai_studio_sdk.ExecuteTool(ctx, toolID, operationID, params)

Plugin Operations

// List plugins
pluginsResp, err := ai_studio_sdk.ListPlugins(ctx, page, limit)

// Get plugin by ID
plugin, err := ai_studio_sdk.GetPlugin(ctx, pluginID)

// Get counts
pluginsCount, err := ai_studio_sdk.GetPluginsCount(ctx)
llmsCount, err := ai_studio_sdk.GetLLMsCount(ctx)

KV Storage Operations

// Write data
created, err := ai_studio_sdk.WritePluginKV(ctx, key, data)

// Read data
data, err := ai_studio_sdk.ReadPluginKV(ctx, key)

// Delete data
err := ai_studio_sdk.DeletePluginKV(ctx, key)

// List keys
keys, err := ai_studio_sdk.ListPluginKVKeys(ctx, prefix)

App Operations

// List apps
appsResp, err := ai_studio_sdk.ListApps(ctx, page, limit)

// Get app by ID
app, err := ai_studio_sdk.GetApp(ctx, appID)

Analytics Operations

// Get usage statistics
usage, err := ai_studio_sdk.GetUsageStats(ctx, startTime, endTime, filters)

// Get cost analytics
costs, err := ai_studio_sdk.GetCostAnalytics(ctx, startTime, endTime)

Multi-Capability Patterns

UI plugins using the unified SDK can implement multiple capabilities in a single plugin, combining dashboard UI with request/response processing, object validation, or other hooks.

Combining UI + PostAuth

Create a plugin that both displays data and processes requests:

Expandable

type RateLimiterPlugin struct {
    plugin_sdk.BasePlugin
    limits map[uint32]int // app_id -> limit
}

// UIProvider capability - serve dashboard
func (p *RateLimiterPlugin) GetAsset(assetPath string) ([]byte, string, error) {
    return embeddedAssets.ReadFile(assetPath)
}

func (p *RateLimiterPlugin) HandleCall(method string, payload []byte) ([]byte, error) {
    switch method {
    case "get_limits":
        return json.Marshal(p.limits)
    case "set_limit":
        var req struct {
            AppID uint32 `json:"app_id"`
            Limit int    `json:"limit"`
        }
        json.Unmarshal(payload, &req)
        p.limits[req.AppID] = req.Limit
        return json.Marshal(map[string]string{"status": "ok"})
    }
    return nil, fmt.Errorf("unknown method")
}

// PostAuthHandler capability - enforce limits
func (p *RateLimiterPlugin) HandlePostAuth(ctx plugin_sdk.Context, req *pb.EnrichedRequest) (*pb.PluginResponse, error) {
    // Check rate limit from state
    limit, exists := p.limits[ctx.AppID]
    if !exists {
        limit = 100 // default
    }

    // Check current count from KV
    key := fmt.Sprintf("rate:%d", ctx.AppID)
    data, _ := ctx.Services.KV().Read(ctx, key)
    count := 0
    if data != nil {
        json.Unmarshal(data, &count)
    }

    if count >= limit {
        return &pb.PluginResponse{
            Block:        true,
            ErrorMessage: "Rate limit exceeded",
        }, nil
    }

    // Increment counter
    count++
    countData, _ := json.Marshal(count)
    ctx.Services.KV().Write(ctx, key, countData)

    return &pb.PluginResponse{Modified: false}, nil
}

Combining UI + Object Hooks

Create a plugin that validates objects and provides an approval dashboard:

Expandable

type ApprovalPlugin struct {
    plugin_sdk.BasePlugin
    pendingApprovals []PendingApproval
}

type PendingApproval struct {
    ID         string
    ObjectType string
    ObjectJSON string
    Status     string
}

// UIProvider - approval dashboard
func (p *ApprovalPlugin) HandleCall(method string, payload []byte) ([]byte, error) {
    switch method {
    case "list_pending":
        return json.Marshal(p.pendingApprovals)
    case "approve":
        var req struct{ ID string }
        json.Unmarshal(payload, &req)
        // Approve and remove from pending
        return json.Marshal(map[string]string{"status": "approved"})
    case "reject":
        var req struct{ ID string }
        json.Unmarshal(payload, &req)
        // Reject and remove from pending
        return json.Marshal(map[string]string{"status": "rejected"})
    }
    return nil, fmt.Errorf("unknown method")
}

// ObjectHooks capability - require approval
func (p *ApprovalPlugin) GetObjectHookRegistrations() ([]*pb.ObjectHookRegistration, error) {
    return []*pb.ObjectHookRegistration{
        {
            ObjectType: "datasource",
            HookTypes:  []string{"before_create"},
            Priority:   10,
        },
    }, nil
}

func (p *ApprovalPlugin) HandleObjectHook(ctx plugin_sdk.Context, req *pb.ObjectHookRequest) (*pb.ObjectHookResponse, error) {
    // Add to pending approvals
    approval := PendingApproval{
        ID:         generateID(),
        ObjectType: req.ObjectType,
        ObjectJSON: req.ObjectJson,
        Status:     "pending",
    }
    p.pendingApprovals = append(p.pendingApprovals, approval)

    // Store in KV for persistence
    data, _ := json.Marshal(p.pendingApprovals)
    ctx.Services.KV().Write(ctx, "pending_approvals", data)

    // Block operation until manual approval
    return &pb.ObjectHookResponse{
        AllowOperation:  false,
        RejectionReason: "Pending manual approval",
    }, nil
}

Combining UI + Response

Monitor and modify responses with a dashboard:

Expandable

type ResponseMonitorPlugin struct {
    plugin_sdk.BasePlugin
    stats ResponseStats
}

// UIProvider - monitoring dashboard
func (p *ResponseMonitorPlugin) HandleCall(method string, payload []byte) ([]byte, error) {
    if method == "get_stats" {
        return json.Marshal(p.stats)
    }
    return nil, fmt.Errorf("unknown method")
}

// ResponseHandler capability - track responses
func (p *ResponseMonitorPlugin) OnBeforeWrite(ctx plugin_sdk.Context, req *pb.ResponseWriteRequest) (*pb.ResponseWriteResponse, error) {
    // Track response statistics
    p.stats.TotalResponses++
    p.stats.TotalTokens += req.Tokens

    // Store in KV
    data, _ := json.Marshal(p.stats)
    ctx.Services.KV().Write(ctx, "response_stats", data)

    return &pb.ResponseWriteResponse{Modified: false}, nil
}

Benefits of Multi-Capability Plugins

Unified State: Share data structures between UI and middleware
Single Deployment: One plugin provides multiple features
Consistent Configuration: Single manifest, config, and initialization
Simplified Management: Deploy, update, and monitor as one unit
Rich Dashboards: Display real-time data from middleware hooks

Working Example

See examples/plugins/studio/llm-rate-limiter-multiphase/ for a complete multi-capability plugin that implements:

PostAuth: Check rate limits before requests
Response: Update counters after responses
UI Provider: Dashboard showing rate limit status

Complete Example: Rate Limiting Dashboard

Here’s a complete example showing all features:

Manifest

Expandable

{
  "id": "com.tyk.rate-limiting-ui",
  "version": "1.0.0",
  "name": "Rate Limiting UI",
  "description": "Enhanced UI for rate limiting configuration",
  "permissions": {
    "services": [
      "plugins.read",
      "llms.read",
      "tools.read",
      "kv.readwrite"
    ]
  },
  "ui": {
    "slots": [
      {
        "slot": "sidebar.section",
        "label": "Rate Limiting",
        "icon": "/assets/rate-limit.svg",
        "items": [
          {
            "type": "route",
            "path": "/admin/rate-limiting/dashboard",
            "title": "Rate Limiting Dashboard",
            "mount": {
              "kind": "webc",
              "tag": "rate-limiting-dashboard",
              "entry": "/ui/webc/dashboard.js"
            }
          },
          {
            "type": "route",
            "path": "/admin/rate-limiting/settings",
            "title": "Global Settings",
            "mount": {
              "kind": "webc",
              "tag": "rate-limiting-settings",
              "entry": "/ui/webc/settings.js"
            }
          }
        ]
      }
    ]
  },
  "rpc": {
    "basePath": "/plugin/com.tyk.rate-limiting-ui/rpc"
  }
}

RPC Methods

Expandable

func (p *RateLimitingUIPlugin) HandleCall(method string, payload []byte) ([]byte, error) {
    ctx := context.Background()

    switch method {
    case "get_statistics":
        return p.getStatistics(ctx)
    case "get_rate_limits":
        return p.getRateLimits(ctx)
    case "set_rate_limit":
        return p.setRateLimit(ctx, payload)
    case "get_available_tools":
        return p.getAvailableTools(ctx)
    default:
        return nil, fmt.Errorf("unknown method: %s", method)
    }
}

func (p *RateLimitingUIPlugin) getStatistics(ctx context.Context) ([]byte, error) {
    // Get real plugin and LLM counts
    pluginsCount, err := ai_studio_sdk.GetPluginsCount(ctx)
    if err != nil {
        return nil, err
    }

    llmsCount, err := ai_studio_sdk.GetLLMsCount(ctx)
    if err != nil {
        return nil, err
    }

    stats := map[string]interface{}{
        "total_plugins": pluginsCount,
        "total_llms":    llmsCount,
        "blocked_requests": 142,
        "success_rate": 0.991,
    }

    return json.Marshal(stats)
}

func (p *RateLimitingUIPlugin) getAvailableTools(ctx context.Context) ([]byte, error) {
    // List tools using service API
    toolsResp, err := ai_studio_sdk.ListTools(ctx, 1, 50)
    if err != nil {
        return nil, err
    }

    // Convert to UI format
    tools := make([]map[string]interface{}, len(toolsResp.Tools))
    for i, tool := range toolsResp.Tools {
        tools[i] = map[string]interface{}{
            "id":          tool.Id,
            "name":        tool.Name,
            "slug":        tool.Slug,
            "description": tool.Description,
            "type":        tool.ToolType,
        }
    }

    return json.Marshal(map[string]interface{}{
        "tools": tools,
        "total": toolsResp.TotalCount,
    })
}

func (p *RateLimitingUIPlugin) setRateLimit(ctx context.Context, payload []byte) ([]byte, error) {
    var config map[string]interface{}
    if err := json.Unmarshal(payload, &config); err != nil {
        return nil, err
    }

    // Store in KV storage
    _, err := ai_studio_sdk.WritePluginKV(ctx, "rate_limits", payload)
    if err != nil {
        return nil, err
    }

    return json.Marshal(map[string]string{
        "status": "updated",
    })
}

Frontend Frameworks

React

Expandable

import React, { useState, useEffect } from 'react';
import ReactDOM from 'react-dom/client';

function RateLimitingDashboard({ apiBase }) {
    const [stats, setStats] = useState(null);

    useEffect(() => {
        fetchStats();
    }, []);

    async function fetchStats() {
        const response = await fetch(`${apiBase}/get_statistics`, {
            method: 'POST',
            headers: {
                'Authorization': `Bearer ${getAuthToken()}`,
            },
        });
        const data = await response.json();
        setStats(data);
    }

    if (!stats) return <div>Loading...</div>;

    return (
        <div className="dashboard">
            <h1>Rate Limiting Dashboard</h1>
            <div className="stats">
                <div>Plugins: {stats.total_plugins}</div>
                <div>LLMs: {stats.total_llms}</div>
                <div>Blocked: {stats.blocked_requests}</div>
            </div>
        </div>
    );
}

class RateLimitingDashboardElement extends HTMLElement {
    connectedCallback() {
        const apiBase = this.getAttribute('apiBase');
        const root = ReactDOM.createRoot(this);
        root.render(<RateLimitingDashboard apiBase={apiBase} />);
    }
}

customElements.define('rate-limiting-dashboard', RateLimitingDashboardElement);

Vue

Expandable

import { createApp } from 'vue';

const DashboardApp = {
    data() {
        return {
            stats: null,
        };
    },
    mounted() {
        this.fetchStats();
    },
    methods: {
        async fetchStats() {
            const response = await fetch(`${this.apiBase}/get_statistics`, {
                method: 'POST',
            });
            this.stats = await response.json();
        },
    },
    template: `
        <div class="dashboard">
            <h1>Rate Limiting Dashboard</h1>
            <div v-if="stats">
                <div>Plugins: {{ stats.total_plugins }}</div>
                <div>LLMs: {{ stats.total_llms }}</div>
            </div>
        </div>
    `,
};

class RateLimitingDashboardElement extends HTMLElement {
    connectedCallback() {
        const apiBase = this.getAttribute('apiBase');
        createApp(DashboardApp, { apiBase }).mount(this);
    }
}

customElements.define('rate-limiting-dashboard', RateLimitingDashboardElement);

Best Practices

Security

Always validate inputs in RPC methods
Use HTTPS for production deployments
Sanitize HTML in WebComponents
Don’t expose sensitive data in frontend
Use CSP headers in manifest

Performance

Lazy-load heavy components
Cache frequently accessed data
Use KV storage for plugin state
Minimize Service API calls
Bundle and minify assets

User Experience

Show loading states
Handle errors gracefully
Provide feedback for actions
Use consistent UI patterns
Support dark mode if platform does

Development

Use TypeScript for type safety
Add proper error handling
Log important operations
Test with different data scenarios
Document RPC methods

Troubleshooting

Plugin Not Loading

Check manifest syntax (valid JSON)
Verify plugin_type is "ai_studio"
Ensure load_immediately is true in plugin registration
Check logs for initialization errors

WebComponent Not Rendering

Verify asset path is correct (leading /)
Check browser console for JS errors
Ensure custom element is defined
Verify mime types are correct

Service API Calls Failing

Check permission scopes in manifest
Verify SDK is initialized (ai_studio_sdk.IsInitialized())
Check context has valid authentication
Review service API error messages

Assets Not Serving

Ensure assets are embedded (//go:embed)
Check GetAsset() normalizes paths correctly
Verify mime type detection
Check asset paths in manifest match filesystem

General

AI Studio

MCPs

Documentation Index

​Availability

​Overview

​Unified SDK Integration

​Key Features

​Example: Multi-Capability Plugin

​1. Project Structure

​2. Create Manifest

​3. Implement Plugin Server

​4. Create WebComponent

​5. Build and Deploy

​Manifest Structure

​Top-Level Fields

​Permissions

​UI Configuration

​Available UI Slots

​RPC Configuration

​Service API Access

​LLM Operations

​Tool Operations

​Plugin Operations

​KV Storage Operations

​App Operations

​Analytics Operations

​Multi-Capability Patterns

​Combining UI + PostAuth

​Combining UI + Object Hooks

​Combining UI + Response

​Benefits of Multi-Capability Plugins

​Working Example

​Complete Example: Rate Limiting Dashboard

​Manifest

​RPC Methods

​Frontend Frameworks

​React

​Vue

​Best Practices

​Security

​Performance

​User Experience

​Development

​Troubleshooting

Availability

Overview

Unified SDK Integration

Key Features

Example: Multi-Capability Plugin

1. Project Structure

2. Create Manifest

3. Implement Plugin Server

4. Create WebComponent

5. Build and Deploy

Manifest Structure

Top-Level Fields

Permissions

UI Configuration

Available UI Slots

RPC Configuration

Service API Access

LLM Operations

Tool Operations

Plugin Operations

KV Storage Operations

App Operations

Analytics Operations

Multi-Capability Patterns

Combining UI + PostAuth

Combining UI + Object Hooks

Combining UI + Response

Benefits of Multi-Capability Plugins

Working Example

Complete Example: Rate Limiting Dashboard

Manifest

RPC Methods

Frontend Frameworks

React

Vue

Best Practices

Security

Performance

User Experience

Development

Troubleshooting