File size: 35,635 Bytes
29c4a42
518eab8
 
 
 
29c4a42
518eab8
 
 
29c4a42
 
 
 
 
518eab8
29c4a42
 
 
aab630b
518eab8
29c4a42
 
518eab8
 
29c4a42
 
 
aab630b
518eab8
29c4a42
 
 
518eab8
29c4a42
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
518eab8
 
29c4a42
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
518eab8
 
29c4a42
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
518eab8
 
29c4a42
 
 
 
 
 
518eab8
29c4a42
518eab8
 
29c4a42
518eab8
 
 
 
29c4a42
 
518eab8
29c4a42
518eab8
aab630b
 
 
 
 
 
 
 
 
 
 
 
 
 
518eab8
 
29c4a42
518eab8
29c4a42
 
 
518eab8
29c4a42
 
518eab8
29c4a42
aab630b
 
 
29c4a42
 
aab630b
 
 
 
 
29c4a42
 
aab630b
 
 
 
 
 
 
 
 
 
 
 
 
2ae13c5
 
 
aab630b
 
 
 
 
 
 
 
29c4a42
aab630b
 
 
 
 
 
 
 
29c4a42
aab630b
 
 
 
2ae13c5
aab630b
 
 
 
 
 
 
 
 
 
 
 
 
 
2ae13c5
aab630b
 
29c4a42
aab630b
29c4a42
aab630b
29c4a42
aab630b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
29c4a42
aab630b
 
 
29c4a42
 
aab630b
 
 
 
 
 
29c4a42
 
aab630b
 
 
 
 
 
 
 
 
 
 
 
 
29c4a42
 
aab630b
 
 
 
 
29c4a42
aab630b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
29c4a42
aab630b
 
 
 
 
 
 
 
 
 
29c4a42
 
 
aab630b
 
 
 
 
 
 
 
 
 
 
 
 
 
29c4a42
 
aab630b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
29c4a42
aab630b
 
 
 
29c4a42
aab630b
 
 
 
 
 
29c4a42
aab630b
 
 
 
 
 
 
29c4a42
aab630b
 
 
 
 
29c4a42
aab630b
 
 
 
 
29c4a42
aab630b
 
 
 
 
 
 
 
 
 
29c4a42
aab630b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
518eab8
29c4a42
aab630b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
29c4a42
 
 
 
 
518eab8
29c4a42
 
 
 
 
518eab8
29c4a42
 
 
 
 
518eab8
29c4a42
 
 
 
 
518eab8
29c4a42
518eab8
29c4a42
 
 
 
aab630b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
29c4a42
518eab8
29c4a42
 
 
 
 
 
 
 
 
518eab8
29c4a42
 
 
 
518eab8
29c4a42
 
 
 
 
518eab8
29c4a42
 
 
 
518eab8
29c4a42
 
 
 
aab630b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
29c4a42
 
 
 
 
 
518eab8
29c4a42
 
 
 
 
 
 
 
 
 
518eab8
29c4a42
 
518eab8
29c4a42
 
 
 
 
 
 
 
 
 
 
518eab8
 
29c4a42
518eab8
 
29c4a42
 
 
 
518eab8
29c4a42
 
 
518eab8
29c4a42
 
 
518eab8
29c4a42
 
 
 
 
 
 
 
 
518eab8
29c4a42
518eab8
29c4a42
 
 
 
 
 
518eab8
29c4a42
 
518eab8
29c4a42
 
 
 
 
518eab8
 
29c4a42
 
 
 
518eab8
29c4a42
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
518eab8
29c4a42
 
 
 
 
 
 
 
 
 
 
 
 
 
 
518eab8
 
29c4a42
 
 
 
 
 
518eab8
29c4a42
 
 
 
 
518eab8
29c4a42
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
518eab8
29c4a42
 
518eab8
29c4a42
 
 
 
 
 
aab630b
 
 
 
518eab8
29c4a42
 
 
518eab8
 
9dc9aa6
518eab8
 
9dc9aa6
 
518eab8
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
# app.py - Gradio MCP Playground for HF Spaces
import gradio as gr
import json
import os
from datetime import datetime
from typing import Dict, List, Optional, Tuple, Any
import uuid
import asyncio
import time
import subprocess
import sys
from pathlib import Path
import tempfile
import shutil

# Configuration
HF_SPACE_MODE = True
HF_SPACE_ID = os.getenv("SPACE_ID", "seanpoyner/gradio-mcp-playground")
GITHUB_REPO = "https://github.com/seanpoyner/gradio-mcp-playground"

class MCPPlaygroundApp:
    """Gradio MCP Playground - Functional demo for HF Spaces"""
    
    def __init__(self):
        self.sessions = {}
        self.templates = self.load_templates()
        self.active_servers = {}
        self.demo_chat_history = []
        
    def load_templates(self) -> List[Dict]:
        """Load available MCP server templates"""
        return [
            {
                "name": "Calculator",
                "id": "calculator",
                "description": "Basic arithmetic operations server",
                "code": '''import json
import sys

class CalculatorServer:
    def handle_add(self, a, b):
        return {"result": a + b}
    
    def handle_subtract(self, a, b):
        return {"result": a - b}
    
    def handle_multiply(self, a, b):
        return {"result": a * b}
    
    def handle_divide(self, a, b):
        if b == 0:
            return {"error": "Division by zero"}
        return {"result": a / b}

# Simple stdin/stdout handler
server = CalculatorServer()
while True:
    try:
        line = sys.stdin.readline()
        if not line:
            break
        request = json.loads(line)
        
        method = request.get("method", "")
        params = request.get("params", {})
        
        if method == "add":
            result = server.handle_add(params.get("a", 0), params.get("b", 0))
        elif method == "subtract":
            result = server.handle_subtract(params.get("a", 0), params.get("b", 0))
        elif method == "multiply":
            result = server.handle_multiply(params.get("a", 0), params.get("b", 0))
        elif method == "divide":
            result = server.handle_divide(params.get("a", 0), params.get("b", 1))
        else:
            result = {"error": f"Unknown method: {method}"}
        
        response = {"id": request.get("id"), "result": result}
        print(json.dumps(response))
        sys.stdout.flush()
    except Exception as e:
        print(json.dumps({"error": str(e)}))
        sys.stdout.flush()
'''
            },
            {
                "name": "Text Processor",
                "id": "text_processor",
                "description": "Text manipulation and analysis",
                "code": '''import json
import sys

class TextProcessor:
    def count_words(self, text):
        return {"count": len(text.split())}
    
    def reverse_text(self, text):
        return {"reversed": text[::-1]}
    
    def to_uppercase(self, text):
        return {"uppercase": text.upper()}
    
    def to_lowercase(self, text):
        return {"lowercase": text.lower()}

# Simple stdin/stdout handler
processor = TextProcessor()
while True:
    try:
        line = sys.stdin.readline()
        if not line:
            break
        request = json.loads(line)
        
        method = request.get("method", "")
        params = request.get("params", {})
        text = params.get("text", "")
        
        if method == "count_words":
            result = processor.count_words(text)
        elif method == "reverse":
            result = processor.reverse_text(text)
        elif method == "uppercase":
            result = processor.to_uppercase(text)
        elif method == "lowercase":
            result = processor.to_lowercase(text)
        else:
            result = {"error": f"Unknown method: {method}"}
        
        response = {"id": request.get("id"), "result": result}
        print(json.dumps(response))
        sys.stdout.flush()
    except Exception as e:
        print(json.dumps({"error": str(e)}))
        sys.stdout.flush()
'''
            },
            {
                "name": "Echo Server",
                "id": "echo",
                "description": "Simple echo server for testing",
                "code": '''import json
import sys
import datetime

# Simple echo server
while True:
    try:
        line = sys.stdin.readline()
        if not line:
            break
        request = json.loads(line)
        
        response = {
            "id": request.get("id"),
            "result": {
                "echo": request,
                "timestamp": datetime.datetime.now().isoformat(),
                "server": "echo-server-v1"
            }
        }
        print(json.dumps(response))
        sys.stdout.flush()
    except Exception as e:
        print(json.dumps({"error": str(e)}))
        sys.stdout.flush()
'''
            }
        ]
    
    def create_interface(self) -> gr.Blocks:
        """Create the Gradio interface"""
        with gr.Blocks(
            title="πŸ› Gradio MCP Playground",
            theme=gr.themes.Soft(
                primary_hue="blue",
                secondary_hue="gray",
                font=["Inter", "system-ui", "sans-serif"]
            ),
            css=self.get_custom_css()
        ) as demo:
            # Banner directing to GitHub
            gr.HTML(f"""
            <div style="background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); padding: 20px; border-radius: 10px; margin-bottom: 20px; text-align: center; color: white;">
                <h2 style="margin: 0 0 10px 0; color: white;">🎯 Demo Version - Limited Functionality</h2>
                <p style="margin: 0 0 15px 0; font-size: 16px;">
                    This is a demonstration of the Gradio MCP Playground with limited features.
                    For full functionality including AI assistants, agent building, and live MCP connections:
                </p>
                <a href="{GITHUB_REPO}" target="_blank" style="background: white; color: #667eea; padding: 12px 30px; border-radius: 25px; text-decoration: none; font-weight: bold; display: inline-block; transition: transform 0.2s;">
                    πŸš€ Get Full Version on GitHub
                </a>
            </div>
            """)
            
            # Header
            gr.Markdown("""
            # πŸ› Gradio MCP Playground
            
            Build, test, and deploy Model Context Protocol (MCP) servers directly in your browser.
            This demo showcases core MCP capabilities with functional examples.
            """)
            
            # Session state
            session_id = gr.State(value=lambda: str(uuid.uuid4()))
            
            with gr.Tabs() as tabs:
                # Tab 1: AI Assistant (Demo)
                with gr.Tab("πŸ› AI Assistant"):
                    gr.Markdown("## AI Assistant Hub [DEMO]")
                    
                    with gr.Row():
                        assistant_mode = gr.Radio(
                            choices=["General Assistant", "MCP Development", "Agent Builder"],
                            value="General Assistant",
                            label="Assistant Mode",
                            info="Choose your assistant type"
                        )
                    
                    # General Assistant Mode
                    with gr.Group(visible=True) as general_assistant_group:
                        gr.Markdown("### Adam - General Assistant [DEMO]")
                        gr.Markdown(
                            "In the full version, Adam has access to all connected MCP tools and can help with any task. "
                            "This demo shows a simulated conversation."
                        )
                        
                        # Demo chat interface
                        demo_chatbot = gr.Chatbot(
                            label="Chat with Adam [DEMO]",
                            height=500,
                            value=[
                                [None, "πŸ‘‹ Hello! I'm Adam, your general-purpose assistant. In the full version, I have access to MCP tools like screenshot capture, web search, file operations, and more!"],
                                ["Can you take a screenshot of a website?", None],
                                [None, "In the full version, I would use the MCP screenshot tool to capture any website. This demo version doesn't have live MCP connections, but you can see how it would work in the full GitHub version!"]
                            ]
                        )
                        
                        with gr.Row():
                            demo_input = gr.Textbox(
                                label="Message [DEMO]",
                                placeholder="This is a demo - messages won't be processed. Get the full version on GitHub!",
                                scale=4
                            )
                            demo_send_btn = gr.Button("Send [DEMO]", variant="primary", scale=1)
                    
                    # MCP Agent Mode
                    with gr.Group(visible=False) as mcp_agent_group:
                        gr.Markdown("### Liam - MCP Development Specialist [DEMO]")
                        gr.Markdown(
                            "In the full version, Liam helps with MCP server development, best practices, and troubleshooting."
                        )
                        
                        mcp_demo_chatbot = gr.Chatbot(
                            label="Chat with Liam [DEMO]",
                            height=500,
                            value=[
                                [None, "πŸ‘‹ I'm Liam, your MCP development specialist. In the full version, I can help you build, test, and deploy MCP servers!"]
                            ]
                        )
                    
                    # Agent Builder Mode
                    with gr.Group(visible=False) as agent_builder_group:
                        gr.Markdown("### Arthur - Agent Builder [DEMO]")
                        gr.Markdown(
                            "In the full version, Arthur helps create custom Gradio agents using system prompts from top AI assistants."
                        )
                        
                        agent_demo_chatbot = gr.Chatbot(
                            label="Agent Builder Assistant [DEMO]",
                            height=500,
                            value=[
                                [None, "πŸ‘‹ I'm Arthur, your agent creation specialist. In the full version, I can help you create custom agents for data analysis, creative writing, code review, and more!"]
                            ]
                        )
                
                # Tab 2: Server Builder
                with gr.Tab("πŸ”§ Server Builder"):
                    gr.Markdown("### Build MCP Servers")
                    
                    with gr.Tabs():
                        # Quick Create
                        with gr.Tab("⚑ Quick Create"):
                            with gr.Row():
                                with gr.Column(scale=1):
                                    template_gallery = gr.Radio(
                                        choices=[t["name"] for t in self.templates],
                                        label="Available Templates",
                                        value="Calculator"
                                    )
                                    
                                    template_info = gr.JSON(
                                        value=self.templates[0],
                                        label="Template Details"
                                    )
                                
                                with gr.Column(scale=2):
                                    server_name = gr.Textbox(
                                        label="Server Name",
                                        placeholder="my-calculator-server"
                                    )
                                    
                                    server_code = gr.Code(
                                        value=self.templates[0]["code"],
                                        language="python",
                                        label="Server Code",
                                        lines=20
                                    )
                                    
                                    with gr.Row():
                                        create_btn = gr.Button("✨ Create Server", variant="primary")
                                        test_btn = gr.Button("πŸ§ͺ Test Server")
                                    
                                    creation_output = gr.JSON(label="Server Status")
                        
                        # Pipeline Builder
                        with gr.Tab("πŸ”— Pipeline Builder"):
                            gr.Markdown("### Visual Pipeline Builder [DEMO]")
                            gr.Markdown(
                                "The full version includes a visual pipeline builder for creating complex workflows. "
                                "This feature requires the agent components from the GitHub repository."
                            )
                            gr.Image(
                                value=None,
                                label="Pipeline Builder Preview [DEMO]"
                            )
                        
                        # Templates Gallery
                        with gr.Tab("πŸ“š Templates"):
                            gr.Markdown("## 🎨 Server Template Gallery")
                            gr.Markdown(
                                "Choose from our collection of pre-built MCP server templates. "
                                "Full versions include AI/ML templates, database connectors, and more!"
                            )
                            
                            with gr.Row():
                                for template in self.templates:
                                    with gr.Column():
                                        gr.Markdown(f"### {template['name']}")
                                        gr.Markdown(f"_{template['description']}_")
                                        gr.Button(f"Use {template['name']} Template", variant="secondary")
                
                # Tab 3: Server Management
                with gr.Tab("πŸ–₯️ Server Management"):
                    with gr.Tabs():
                        # Active Servers
                        with gr.Tab("🟒 Active Servers"):
                            gr.Markdown("### Currently Running Servers")
                            
                            with gr.Row():
                                server_status = gr.JSON(
                                    value={"message": "Demo mode - showing simulated servers", "count": 2},
                                    label="Server Status"
                                )
                                refresh_btn = gr.Button("πŸ”„ Refresh", scale=0)
                            
                            # Simulated active servers
                            with gr.Row():
                                with gr.Column():
                                    gr.Markdown("**Calculator Server** 🟒")
                                    gr.Markdown("Port: 8080 | Status: Running")
                                with gr.Column():
                                    gr.Markdown("**Text Processor** 🟒")
                                    gr.Markdown("Port: 8081 | Status: Running")
                        
                        # Browse Registry
                        with gr.Tab("πŸ“¦ Browse Registry"):
                            gr.Markdown("### MCP Server Registry [DEMO]")
                            gr.Markdown(
                                "The full version includes access to a registry of community MCP servers. "
                                "Install servers from npm, PyPI, or custom sources!"
                            )
                
                # Tab 4: Agent Control Panel
                with gr.Tab("πŸ€– Agent Control Panel"):
                    gr.Markdown("## Agent Control Panel [DEMO]")
                    gr.Markdown(
                        "In the full version, this panel allows you to:\n"
                        "- Create and manage custom agents\n"
                        "- Configure agent behaviors and tools\n"
                        "- Monitor agent performance\n"
                        "- Export and share agent configurations"
                    )
                    
                    with gr.Row():
                        with gr.Column():
                            gr.Markdown("### Available Agents [DEMO]")
                            gr.Markdown("- πŸ€– Data Analysis Agent\n- ✍️ Creative Writing Agent\n- πŸ” Code Review Agent")
                        with gr.Column():
                            gr.Markdown("### Agent Status [DEMO]")
                            gr.JSON(value={"status": "demo", "agents": 3})
                
                # Tab 5: MCP Connections
                with gr.Tab("πŸ”Œ MCP Connections"):
                    with gr.Tabs():
                        # Quick Connect
                        with gr.Tab("⚑ Quick Connect"):
                            gr.Markdown("### Quick Connect to MCP Servers [DEMO]")
                            gr.Markdown(
                                "The full version allows instant connection to MCP servers via stdio, HTTP, or WebSocket."
                            )
                            
                            with gr.Row():
                                connection_type = gr.Radio(
                                    choices=["stdio", "http", "websocket"],
                                    label="Connection Type [DEMO]",
                                    value="stdio"
                                )
                                connect_btn = gr.Button("Connect [DEMO]", variant="primary")
                        
                        # Active Connections
                        with gr.Tab("πŸ”— Active Connections"):
                            gr.Markdown("### Currently Connected Servers [DEMO]")
                            gr.Markdown("No active connections in demo mode")
                        
                        # Custom Connection
                        with gr.Tab("βž• Custom Connection"):
                            gr.Markdown("### Add Custom MCP Connection [DEMO]")
                            gr.Textbox(label="Server Command [DEMO]", placeholder="python my_server.py")
                            gr.Textbox(label="Arguments [DEMO]", placeholder="--port 8080")
                
                # Tab 6: Help & Resources
                with gr.Tab("πŸ“š Help & Resources"):
                    with gr.Tabs():
                        # User Guides
                        with gr.Tab("πŸ“– User Guides"):
                            gr.Markdown("""
                            ## User Guides
                            
                            ### Getting Started
                            1. **Install the full version** from [GitHub]({GITHUB_REPO})
                            2. **Set up your environment** with required dependencies
                            3. **Launch the playground** and start building!
                            
                            ### Key Features
                            - πŸ€– **AI Assistants** - Three specialized assistants for different tasks
                            - πŸ”§ **Server Builder** - Create MCP servers from templates
                            - πŸ”Œ **Live Connections** - Connect to any MCP server
                            - πŸ“Š **Visual Pipeline Builder** - Create complex workflows
                            """.replace("{GITHUB_REPO}", GITHUB_REPO))
                        
                        # Configuration
                        with gr.Tab("βš™οΈ Configuration"):
                            gr.Markdown("### Configuration Guide [DEMO]")
                            gr.Code(
                                value='{\n  "servers": [\n    {\n      "name": "example-server",\n      "command": "python",\n      "args": ["server.py"]\n    }\n  ]\n}',
                                language="json",
                                label="Example Configuration"
                            )
                        
                        # Quick Start
                        with gr.Tab("πŸš€ Quick Start"):
                            gr.Markdown(f"""
                            ## Quick Start Guide
                            
                            ### 1. Get the Full Version
                            ```bash
                            git clone {GITHUB_REPO}
                            cd gradio-mcp-playground
                            ```
                            
                            ### 2. Install Dependencies
                            ```bash
                            pip install -e ".[all]"
                            ```
                            
                            ### 3. Launch the Playground
                            ```bash
                            gmp --help  # See all options
                            gmp ui      # Launch the full UI
                            ```
                            """)
                        
                        # Tutorials
                        with gr.Tab("πŸ’‘ Tutorials"):
                            gr.Markdown("### Available Tutorials [DEMO]")
                            gr.Markdown(
                                "- Building Your First MCP Server\n"
                                "- Connecting Multiple Servers\n"
                                "- Creating Custom Agents\n"
                                "- Advanced Pipeline Workflows"
                            )
                        
                        # API Reference
                        with gr.Tab("πŸ”§ API Reference"):
                            gr.Markdown("### MCP API Reference [DEMO]")
                            gr.Markdown("Full API documentation available in the GitHub repository.")
                        
                        # Troubleshooting
                        with gr.Tab("πŸ› οΈ Troubleshooting"):
                            gr.Markdown("### Common Issues [DEMO]")
                            gr.Markdown(
                                "- **Connection Issues**: Check server logs and ports\n"
                                "- **Performance**: Optimize server code and connections\n"
                                "- **Compatibility**: Ensure MCP protocol version match"
                            )
            
            # Event handlers
            
            # Assistant mode switching
            def switch_assistant_mode(mode):
                return (
                    gr.update(visible=mode == "General Assistant"),
                    gr.update(visible=mode == "MCP Development"),
                    gr.update(visible=mode == "Agent Builder")
                )
            
            assistant_mode.change(
                switch_assistant_mode,
                inputs=[assistant_mode],
                outputs=[general_assistant_group, mcp_agent_group, agent_builder_group]
            )
            
            # Demo chat handlers
            def demo_chat_response(message, history):
                """Simulate chat responses for demo"""
                history = history or []
                history.append({"role": "user", "content": message})
                
                # Simple demo responses
                if "screenshot" in message.lower():
                    response = "In the full version, I would capture a screenshot using the MCP screenshot tool. This demo doesn't have live MCP connections, but you can get the full functionality on GitHub!"
                elif "file" in message.lower():
                    response = "In the full version, I can read, write, and manipulate files using MCP file tools. Check out the GitHub repository for the complete experience!"
                elif "search" in message.lower():
                    response = "In the full version, I can search the web using MCP search tools. This demo shows what's possible - get the full version for actual functionality!"
                else:
                    response = f"This is a demo response. In the full version, I would process your request: '{message}' using connected MCP tools. Visit our GitHub repository for the complete Gradio MCP Playground!"
                
                history.append({"role": "assistant", "content": response})
                return "", history
            
            demo_send_btn.click(
                demo_chat_response,
                inputs=[demo_input, demo_chatbot],
                outputs=[demo_input, demo_chatbot]
            )
            
            # Server management handlers
            refresh_btn.click(
                self.refresh_status,
                inputs=[session_id],
                outputs=[server_status]
            )
            
            template_gallery.change(
                self.update_template_view,
                inputs=[template_gallery],
                outputs=[template_info, server_code]
            )
            
            create_btn.click(
                self.create_server,
                inputs=[server_name, server_code, session_id],
                outputs=[creation_output]
            )
            
            test_btn.click(
                self.test_server,
                inputs=[server_code],
                outputs=[creation_output]
            )
            
        return demo
    
    def get_custom_css(self) -> str:
        """Custom CSS for the interface"""
        return """
        .gradio-container {
            max-width: 1400px !important;
        }
        
        /* Banner styling */
        .banner a:hover {
            transform: scale(1.05);
        }
        
        /* Demo labels */
        button:has-text("[DEMO]"), 
        .label:has-text("[DEMO]") {
            position: relative;
        }
        
        button:has-text("[DEMO]")::after,
        .label:has-text("[DEMO]")::after {
            content: "DEMO";
            position: absolute;
            top: -8px;
            right: -8px;
            background: #ff6b6b;
            color: white;
            padding: 2px 6px;
            border-radius: 4px;
            font-size: 10px;
            font-weight: bold;
        }
        
        /* Dark mode friendly styles */
        .template-card {
            background: #374151;
            border: 2px solid #4b5563;
            border-radius: 8px;
            padding: 16px;
            margin: 8px 0;
            transition: all 0.3s ease;
        }
        
        .template-card:hover {
            border-color: #60a5fa;
            transform: translateY(-2px);
        }
        
        .server-status {
            padding: 12px;
            border-radius: 8px;
            margin: 8px 0;
        }
        
        .status-active {
            background: #10b981;
            color: white;
        }
        
        .status-inactive {
            background: #ef4444;
            color: white;
        }
        
        /* Tab styling */
        .tabs {
            margin-top: 20px;
        }
        
        /* Demo mode indicators */
        .demo-indicator {
            background: #ff6b6b;
            color: white;
            padding: 4px 8px;
            border-radius: 4px;
            font-size: 12px;
            display: inline-block;
            margin-left: 8px;
        }
        """
    
    def refresh_status(self, session_id: str) -> Dict:
        """Refresh server status"""
        session = self.sessions.get(session_id, {})
        servers = session.get("servers", [])
        
        return {
            "message": f"Active servers: {len(servers)}",
            "count": len(servers),
            "servers": servers,
            "timestamp": datetime.now().isoformat()
        }
    
    def quick_deploy(self, template_name: str, session_id: str) -> Tuple[Dict, Dict]:
        """Quick deploy a template"""
        template = next((t for t in self.templates if t["name"] == template_name), None)
        
        if not template:
            return {"error": "Template not found"}, self.refresh_status(session_id)
        
        # Initialize session
        if session_id not in self.sessions:
            self.sessions[session_id] = {"servers": []}
        
        # Add server to session
        server_id = f"{template['id']}-{int(time.time())}"
        server_info = {
            "id": server_id,
            "name": template_name,
            "status": "active",
            "created": datetime.now().isoformat()
        }
        
        self.sessions[session_id]["servers"].append(server_info)
        
        return {
            "success": True,
            "message": f"Deployed {template_name}",
            "server_id": server_id
        }, self.refresh_status(session_id)
    
    def update_template_view(self, template_name: str) -> Tuple[Dict, str]:
        """Update template view when selection changes"""
        template = next((t for t in self.templates if t["name"] == template_name), None)
        
        if template:
            return template, template["code"]
        return {"error": "Template not found"}, ""
    
    def create_server(self, name: str, code: str, session_id: str) -> Dict:
        """Create a new server"""
        if not name:
            return {"error": "Server name is required"}
        
        # Save server code temporarily
        temp_dir = tempfile.mkdtemp()
        server_file = Path(temp_dir) / f"{name}.py"
        
        try:
            server_file.write_text(code)
            
            # Test if code is valid Python
            result = subprocess.run(
                [sys.executable, "-m", "py_compile", str(server_file)],
                capture_output=True,
                text=True
            )
            
            if result.returncode != 0:
                return {"error": f"Invalid Python code: {result.stderr}"}
            
            return {
                "success": True,
                "message": f"Server '{name}' created successfully",
                "path": str(server_file)
            }
            
        except Exception as e:
            return {"error": f"Failed to create server: {str(e)}"}
        finally:
            # Cleanup
            shutil.rmtree(temp_dir, ignore_errors=True)
    
    def test_server(self, code: str) -> Dict:
        """Test server code"""
        try:
            # Basic syntax check
            compile(code, '<string>', 'exec')
            return {
                "success": True,
                "message": "Code syntax is valid",
                "timestamp": datetime.now().isoformat()
            }
        except SyntaxError as e:
            return {
                "error": f"Syntax error at line {e.lineno}: {e.msg}",
                "line": e.lineno
            }
        except Exception as e:
            return {"error": f"Validation error: {str(e)}"}
    
    def update_tool_methods(self, server: str) -> Tuple[gr.Dropdown, Dict]:
        """Update available methods based on selected server"""
        methods_map = {
            "calculator": {
                "methods": ["add", "subtract", "multiply", "divide"],
                "default_params": {"a": 10, "b": 5}
            },
            "text_processor": {
                "methods": ["count_words", "reverse", "uppercase", "lowercase"],
                "default_params": {"text": "Hello, World!"}
            },
            "echo": {
                "methods": ["echo"],
                "default_params": {"message": "Test message"}
            }
        }
        
        server_info = methods_map.get(server, {"methods": [], "default_params": {}})
        
        return gr.Dropdown(
            choices=server_info["methods"],
            value=server_info["methods"][0] if server_info["methods"] else None
        ), server_info["default_params"]
    
    def execute_tool(self, server: str, method: str, params: Dict, session_id: str) -> Tuple[Dict, str]:
        """Execute a tool method"""
        log_lines = []
        log_lines.append(f"[{datetime.now().strftime('%H:%M:%S')}] Executing {server}.{method}")
        log_lines.append(f"Parameters: {json.dumps(params, indent=2)}")
        
        try:
            # Simulate execution based on server type
            if server == "calculator":
                if method == "add":
                    result = {"result": params.get("a", 0) + params.get("b", 0)}
                elif method == "subtract":
                    result = {"result": params.get("a", 0) - params.get("b", 0)}
                elif method == "multiply":
                    result = {"result": params.get("a", 0) * params.get("b", 0)}
                elif method == "divide":
                    b = params.get("b", 1)
                    if b == 0:
                        result = {"error": "Division by zero"}
                    else:
                        result = {"result": params.get("a", 0) / b}
                else:
                    result = {"error": f"Unknown method: {method}"}
                    
            elif server == "text_processor":
                text = params.get("text", "")
                if method == "count_words":
                    result = {"count": len(text.split())}
                elif method == "reverse":
                    result = {"reversed": text[::-1]}
                elif method == "uppercase":
                    result = {"uppercase": text.upper()}
                elif method == "lowercase":
                    result = {"lowercase": text.lower()}
                else:
                    result = {"error": f"Unknown method: {method}"}
                    
            elif server == "echo":
                result = {
                    "echo": params,
                    "timestamp": datetime.now().isoformat(),
                    "server": server
                }
            else:
                result = {"error": f"Unknown server: {server}"}
            
            log_lines.append(f"Result: {json.dumps(result, indent=2)}")
            log_lines.append(f"[{datetime.now().strftime('%H:%M:%S')}] Execution completed")
            
            return result, "\n".join(log_lines)
            
        except Exception as e:
            error_result = {"error": str(e), "type": type(e).__name__}
            log_lines.append(f"Error: {str(e)}")
            return error_result, "\n".join(log_lines)
    
    def demo_notification(self, action: str) -> str:
        """Return a demo notification message"""
        return f"[DEMO MODE] {action} - This feature requires the full version. Visit {GITHUB_REPO} for complete functionality!"

# Create and launch the app
app = MCPPlaygroundApp()
demo = app.create_interface()

if __name__ == "__main__":
    demo.queue(api_open=False).launch(
        server_name="0.0.0.0",
        server_port=7860,
        favicon_path="πŸ›",
        show_api=False
    )