update to auto deploy
Browse files- app.py +471 -401
- requirements.txt +12 -11
- src/agents/code_generator.py +16 -3
- src/mcp_host.py +0 -1
- src/mcp_http_host.py +139 -0
- src/templates/mcp_server_http_template.py.jinja +262 -0
app.py
CHANGED
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@@ -1,401 +1,471 @@
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"""
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MCP Generator - Gradio Frontend
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Turn any API into an MCP server in seconds!
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"""
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import asyncio
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import gradio as gr
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from pathlib import Path
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import zipfile
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import io
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import os
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from src.agents.factory import AgentFactory
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from src.mcp_host import mcp_host
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from src.
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from src.
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print(f"
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"",
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""
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with gr.Row():
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gr.Markdown("###
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| 1 |
+
"""
|
| 2 |
+
MCP Generator - Gradio Frontend
|
| 3 |
+
Turn any API into an MCP server in seconds!
|
| 4 |
+
"""
|
| 5 |
+
|
| 6 |
+
import asyncio
|
| 7 |
+
import gradio as gr
|
| 8 |
+
from pathlib import Path
|
| 9 |
+
import zipfile
|
| 10 |
+
import io
|
| 11 |
+
import os
|
| 12 |
+
|
| 13 |
+
from src.agents.factory import AgentFactory
|
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+
from src.mcp_host import mcp_host
|
| 15 |
+
from src.mcp_http_host import mcp_http_host
|
| 16 |
+
from src.mcp_registry import mcp_registry
|
| 17 |
+
from src.config import LLM_PROVIDER, ANTHROPIC_API_KEY, OPENAI_API_KEY, HOSTED_MCPS_DIR
|
| 18 |
+
|
| 19 |
+
|
| 20 |
+
# Initialize agent factory
|
| 21 |
+
try:
|
| 22 |
+
agent_factory = AgentFactory()
|
| 23 |
+
print(f"✅ Using {LLM_PROVIDER.upper()} for code generation")
|
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+
except ValueError as e:
|
| 25 |
+
print(f"❌ Error: {e}")
|
| 26 |
+
print(f"Please set {'ANTHROPIC_API_KEY' if LLM_PROVIDER == 'anthropic' else 'OPENAI_API_KEY'} in .env file")
|
| 27 |
+
agent_factory = None
|
| 28 |
+
|
| 29 |
+
|
| 30 |
+
async def generate_and_host_mcp(api_url: str, api_key: str = None, force_regenerate: bool = False, progress=gr.Progress()):
|
| 31 |
+
"""Generate and host an MCP server
|
| 32 |
+
|
| 33 |
+
Args:
|
| 34 |
+
api_url: The API URL to analyze
|
| 35 |
+
api_key: Optional API key for the target API
|
| 36 |
+
force_regenerate: If True, regenerate even if exists
|
| 37 |
+
progress: Gradio progress tracker
|
| 38 |
+
|
| 39 |
+
Returns:
|
| 40 |
+
Tuple of (status_text, code, download_file, readme, connection_config)
|
| 41 |
+
"""
|
| 42 |
+
if not agent_factory:
|
| 43 |
+
api_key_name = "ANTHROPIC_API_KEY" if LLM_PROVIDER == "anthropic" else "OPENAI_API_KEY"
|
| 44 |
+
return (
|
| 45 |
+
f"❌ Error: {api_key_name} not configured. Please set it in your .env file.",
|
| 46 |
+
"",
|
| 47 |
+
None,
|
| 48 |
+
"",
|
| 49 |
+
""
|
| 50 |
+
)
|
| 51 |
+
|
| 52 |
+
try:
|
| 53 |
+
# Check if MCP already exists for this URL
|
| 54 |
+
existing_mcp = mcp_registry.find_by_url(api_url)
|
| 55 |
+
|
| 56 |
+
if existing_mcp and not force_regenerate:
|
| 57 |
+
progress(0.5, desc="Found existing MCP, reusing...")
|
| 58 |
+
|
| 59 |
+
# Reuse existing MCP
|
| 60 |
+
mcp_id = existing_mcp['mcp_id']
|
| 61 |
+
mcp_path = HOSTED_MCPS_DIR / mcp_id
|
| 62 |
+
|
| 63 |
+
# Update last used timestamp
|
| 64 |
+
mcp_registry.update_last_used(api_url)
|
| 65 |
+
|
| 66 |
+
# Load existing files
|
| 67 |
+
server_code = (mcp_path / "server.py").read_text()
|
| 68 |
+
readme = (mcp_path / "README.md").read_text()
|
| 69 |
+
|
| 70 |
+
# Get hosted URLs
|
| 71 |
+
base_url = os.getenv("SPACE_HOST", "http://localhost:7860")
|
| 72 |
+
hosted_mcp_url = f"{base_url}/mcp/{mcp_id}/messages"
|
| 73 |
+
hosted_info_url = f"{base_url}/mcp/{mcp_id}/info"
|
| 74 |
+
|
| 75 |
+
status_text = f"""♻️ **Reusing Existing MCP!**
|
| 76 |
+
|
| 77 |
+
**MCP ID:** `{mcp_id}`
|
| 78 |
+
**Originally Created:** {existing_mcp['created_at']}
|
| 79 |
+
**Last Used:** {existing_mcp['last_used']}
|
| 80 |
+
|
| 81 |
+
This MCP was already generated for this API URL. Using existing version to save time and API calls!
|
| 82 |
+
|
| 83 |
+
**🌐 HTTP Transport (MCP 2025-03-26):**
|
| 84 |
+
- **Endpoint:** `{hosted_mcp_url}`
|
| 85 |
+
- **Info:** `{hosted_info_url}`
|
| 86 |
+
- **Protocol:** JSON-RPC 2.0 over HTTP Streamable
|
| 87 |
+
|
| 88 |
+
💡 **Tip:** To regenerate from scratch, check "Force Regenerate" below.
|
| 89 |
+
"""
|
| 90 |
+
|
| 91 |
+
# Create ZIP file
|
| 92 |
+
zip_buffer = io.BytesIO()
|
| 93 |
+
with zipfile.ZipFile(zip_buffer, 'w', zipfile.ZIP_DEFLATED) as zipf:
|
| 94 |
+
for file_path in mcp_path.rglob('*'):
|
| 95 |
+
if file_path.is_file():
|
| 96 |
+
arcname = file_path.relative_to(mcp_path.parent)
|
| 97 |
+
zipf.write(file_path, arcname)
|
| 98 |
+
|
| 99 |
+
zip_buffer.seek(0)
|
| 100 |
+
temp_zip = f"/tmp/{mcp_id}.zip"
|
| 101 |
+
with open(temp_zip, 'wb') as f:
|
| 102 |
+
f.write(zip_buffer.read())
|
| 103 |
+
|
| 104 |
+
connection_config = f"""# Local stdio transport:
|
| 105 |
+
{{
|
| 106 |
+
"mcpServers": {{
|
| 107 |
+
"{mcp_id}": {{
|
| 108 |
+
"command": "python",
|
| 109 |
+
"args": ["server.py"]
|
| 110 |
+
}}
|
| 111 |
+
}}
|
| 112 |
+
}}
|
| 113 |
+
|
| 114 |
+
# HTTP transport (hosted):
|
| 115 |
+
{{
|
| 116 |
+
"mcpServers": {{
|
| 117 |
+
"{mcp_id}": {{
|
| 118 |
+
"url": "{hosted_mcp_url}",
|
| 119 |
+
"transport": "http"
|
| 120 |
+
}}
|
| 121 |
+
}}
|
| 122 |
+
}}"""
|
| 123 |
+
|
| 124 |
+
return (
|
| 125 |
+
status_text,
|
| 126 |
+
server_code,
|
| 127 |
+
temp_zip,
|
| 128 |
+
readme,
|
| 129 |
+
connection_config
|
| 130 |
+
)
|
| 131 |
+
|
| 132 |
+
# Generate new MCP
|
| 133 |
+
if existing_mcp:
|
| 134 |
+
progress(0.1, desc="Regenerating MCP (forced)...")
|
| 135 |
+
else:
|
| 136 |
+
progress(0.1, desc="Analyzing API...")
|
| 137 |
+
|
| 138 |
+
# Generate the MCP
|
| 139 |
+
result = await agent_factory.generate_mcp(api_url, api_key)
|
| 140 |
+
|
| 141 |
+
if result["status"] == "error":
|
| 142 |
+
return (
|
| 143 |
+
f"❌ Error: {result['error']}",
|
| 144 |
+
"",
|
| 145 |
+
None,
|
| 146 |
+
"",
|
| 147 |
+
""
|
| 148 |
+
)
|
| 149 |
+
|
| 150 |
+
progress(0.6, desc="Generating code...")
|
| 151 |
+
|
| 152 |
+
# Get the generated files
|
| 153 |
+
mcp_id = result["mcp_id"]
|
| 154 |
+
server_code = result["server_code"]
|
| 155 |
+
readme = result["readme_content"]
|
| 156 |
+
|
| 157 |
+
progress(0.8, desc="Starting MCP server...")
|
| 158 |
+
|
| 159 |
+
# Start the MCP server
|
| 160 |
+
start_result = await mcp_host.start_mcp(mcp_id)
|
| 161 |
+
|
| 162 |
+
# Get the hosted URL (will be updated when deployed to HuggingFace)
|
| 163 |
+
base_url = os.getenv("SPACE_HOST", "http://localhost:7860")
|
| 164 |
+
hosted_mcp_url = f"{base_url}/mcp/{mcp_id}/messages"
|
| 165 |
+
hosted_info_url = f"{base_url}/mcp/{mcp_id}/info"
|
| 166 |
+
|
| 167 |
+
if not start_result["success"]:
|
| 168 |
+
status_text = f"⚠️ MCP generated but failed to start locally: {start_result.get('error')}\n\n**HTTP Endpoint:** {hosted_mcp_url}"
|
| 169 |
+
else:
|
| 170 |
+
status_text = f"""✅ **MCP Server Generated & Hosted!**
|
| 171 |
+
|
| 172 |
+
**MCP ID:** `{mcp_id}`
|
| 173 |
+
**Status:** {start_result['status']}
|
| 174 |
+
|
| 175 |
+
**🌐 HTTP Transport (MCP 2025-03-26):**
|
| 176 |
+
- **Endpoint:** `{hosted_mcp_url}`
|
| 177 |
+
- **Info:** `{hosted_info_url}`
|
| 178 |
+
- **Protocol:** JSON-RPC 2.0 over HTTP Streamable
|
| 179 |
+
|
| 180 |
+
**📦 Local Use (stdio):**
|
| 181 |
+
- Download ZIP below and extract
|
| 182 |
+
- Configure in Claude Desktop (see Connection Config tab)
|
| 183 |
+
|
| 184 |
+
Your MCP server is live and accessible via HTTP! 🎉
|
| 185 |
+
"""
|
| 186 |
+
|
| 187 |
+
progress(0.9, desc="Creating download package...")
|
| 188 |
+
|
| 189 |
+
# Create ZIP file for download
|
| 190 |
+
zip_buffer = io.BytesIO()
|
| 191 |
+
mcp_path = Path(result["download_path"])
|
| 192 |
+
|
| 193 |
+
with zipfile.ZipFile(zip_buffer, 'w', zipfile.ZIP_DEFLATED) as zipf:
|
| 194 |
+
for file_path in mcp_path.rglob('*'):
|
| 195 |
+
if file_path.is_file():
|
| 196 |
+
arcname = file_path.relative_to(mcp_path.parent)
|
| 197 |
+
zipf.write(file_path, arcname)
|
| 198 |
+
|
| 199 |
+
zip_buffer.seek(0)
|
| 200 |
+
|
| 201 |
+
# Save to temp file for Gradio
|
| 202 |
+
temp_zip = f"/tmp/{mcp_id}.zip"
|
| 203 |
+
with open(temp_zip, 'wb') as f:
|
| 204 |
+
f.write(zip_buffer.read())
|
| 205 |
+
|
| 206 |
+
# Create connection configs for both transports
|
| 207 |
+
connection_config = f"""# Local stdio transport (extract ZIP first):
|
| 208 |
+
{{
|
| 209 |
+
"mcpServers": {{
|
| 210 |
+
"{mcp_id}": {{
|
| 211 |
+
"command": "python",
|
| 212 |
+
"args": ["server.py"]
|
| 213 |
+
}}
|
| 214 |
+
}}
|
| 215 |
+
}}
|
| 216 |
+
|
| 217 |
+
# HTTP transport (use hosted endpoint):
|
| 218 |
+
{{
|
| 219 |
+
"mcpServers": {{
|
| 220 |
+
"{mcp_id}": {{
|
| 221 |
+
"url": "{hosted_mcp_url}",
|
| 222 |
+
"transport": "http"
|
| 223 |
+
}}
|
| 224 |
+
}}
|
| 225 |
+
}}"""
|
| 226 |
+
|
| 227 |
+
progress(1.0, desc="Done!")
|
| 228 |
+
|
| 229 |
+
return (
|
| 230 |
+
status_text,
|
| 231 |
+
server_code,
|
| 232 |
+
temp_zip,
|
| 233 |
+
readme,
|
| 234 |
+
connection_config
|
| 235 |
+
)
|
| 236 |
+
|
| 237 |
+
except Exception as e:
|
| 238 |
+
return (
|
| 239 |
+
f"❌ Unexpected error: {str(e)}",
|
| 240 |
+
"",
|
| 241 |
+
None,
|
| 242 |
+
"",
|
| 243 |
+
""
|
| 244 |
+
)
|
| 245 |
+
|
| 246 |
+
|
| 247 |
+
# Build Gradio Interface
|
| 248 |
+
with gr.Blocks(
|
| 249 |
+
title="MCP Generator",
|
| 250 |
+
css="""
|
| 251 |
+
.gradio-container {max-width: 1200px !important}
|
| 252 |
+
.output-box {border: 2px solid #4CAF50; border-radius: 8px; padding: 16px;}
|
| 253 |
+
"""
|
| 254 |
+
) as app:
|
| 255 |
+
|
| 256 |
+
gr.Markdown("""
|
| 257 |
+
# 🤖 MCP Generator
|
| 258 |
+
## Turn Any API into an MCP Server in Seconds!
|
| 259 |
+
|
| 260 |
+
Simply enter an API URL and we'll generate a complete, working MCP server with:
|
| 261 |
+
- ✅ Automatically analyzed endpoints
|
| 262 |
+
- ✅ Generated MCP tools
|
| 263 |
+
- ✅ Complete documentation
|
| 264 |
+
- ✅ Ready to use immediately!
|
| 265 |
+
|
| 266 |
+
**Built for the MCP 1st Birthday Hackathon** 🎉
|
| 267 |
+
""")
|
| 268 |
+
|
| 269 |
+
with gr.Accordion("ℹ️ API URL Guidelines & Tips", open=False):
|
| 270 |
+
gr.Markdown("""
|
| 271 |
+
### ✅ What Works Best:
|
| 272 |
+
- **Base API URLs** (e.g., `https://api.example.com`)
|
| 273 |
+
- **REST APIs** with clear endpoints
|
| 274 |
+
- **OpenAPI/Swagger** documented APIs
|
| 275 |
+
- **Public APIs** (no complex auth)
|
| 276 |
+
|
| 277 |
+
### 🎯 Try These Free APIs:
|
| 278 |
+
|
| 279 |
+
**No Auth Required (Perfect for Testing!):**
|
| 280 |
+
- `https://jsonplaceholder.typicode.com` - Fake REST API (best for testing!)
|
| 281 |
+
- `https://api.github.com` - GitHub public API
|
| 282 |
+
- `https://dog.ceo/api` - Random dog images
|
| 283 |
+
- `https://catfact.ninja` - Random cat facts
|
| 284 |
+
- `https://api.coindesk.com/v1/bpi` - Bitcoin prices
|
| 285 |
+
- `https://api.ipify.org` - Get IP address
|
| 286 |
+
|
| 287 |
+
**With API Key (Free Tier):**
|
| 288 |
+
- `https://api.openweathermap.org/data/2.5` - Weather data
|
| 289 |
+
- `https://newsapi.org/v2` - News articles
|
| 290 |
+
- `https://api.stripe.com` - Payment processing (test mode)
|
| 291 |
+
|
| 292 |
+
### 💡 Tips:
|
| 293 |
+
- **Start with jsonplaceholder.typicode.com** - always works!
|
| 294 |
+
- Paste the **base URL** (not a specific endpoint)
|
| 295 |
+
- If API needs a key, add it in the "API Key" field below
|
| 296 |
+
- Cached URLs generate instantly (try the same URL twice!)
|
| 297 |
+
|
| 298 |
+
### ⚠️ May Not Work Well:
|
| 299 |
+
- GraphQL APIs (REST only for now)
|
| 300 |
+
- APIs requiring OAuth flows
|
| 301 |
+
- WebSocket-only APIs
|
| 302 |
+
- APIs with very complex authentication
|
| 303 |
+
""")
|
| 304 |
+
|
| 305 |
+
with gr.Row():
|
| 306 |
+
with gr.Column(scale=2):
|
| 307 |
+
gr.Markdown("### 📝 Input")
|
| 308 |
+
|
| 309 |
+
api_url = gr.Textbox(
|
| 310 |
+
label="API URL or Documentation URL",
|
| 311 |
+
placeholder="https://api.example.com",
|
| 312 |
+
info="Enter the base URL or documentation URL of the API"
|
| 313 |
+
)
|
| 314 |
+
|
| 315 |
+
api_key = gr.Textbox(
|
| 316 |
+
label="API Key (Optional)",
|
| 317 |
+
placeholder="sk-...",
|
| 318 |
+
type="password",
|
| 319 |
+
info="If the API requires authentication"
|
| 320 |
+
)
|
| 321 |
+
|
| 322 |
+
force_regenerate = gr.Checkbox(
|
| 323 |
+
label="Force Regenerate",
|
| 324 |
+
value=False,
|
| 325 |
+
info="Regenerate even if MCP already exists for this URL (saves API calls when unchecked)"
|
| 326 |
+
)
|
| 327 |
+
|
| 328 |
+
generate_btn = gr.Button(
|
| 329 |
+
"🚀 Generate & Host MCP Server",
|
| 330 |
+
variant="primary",
|
| 331 |
+
size="lg"
|
| 332 |
+
)
|
| 333 |
+
|
| 334 |
+
with gr.Accordion("🚀 Quick Start Examples", open=True):
|
| 335 |
+
gr.Markdown("""
|
| 336 |
+
**Click to copy and paste:**
|
| 337 |
+
|
| 338 |
+
```
|
| 339 |
+
https://jsonplaceholder.typicode.com
|
| 340 |
+
```
|
| 341 |
+
⭐ **Recommended first try!** Always works, no API key needed.
|
| 342 |
+
|
| 343 |
+
---
|
| 344 |
+
|
| 345 |
+
**More examples:**
|
| 346 |
+
- `https://api.github.com` - GitHub API (no auth)
|
| 347 |
+
- `https://dog.ceo/api` - Dog images (fun!)
|
| 348 |
+
- `https://catfact.ninja` - Cat facts (simple)
|
| 349 |
+
|
| 350 |
+
💡 **Tip:** MCPs are cached - try the same URL twice to see instant results!
|
| 351 |
+
""")
|
| 352 |
+
|
| 353 |
+
gr.Markdown("---")
|
| 354 |
+
|
| 355 |
+
with gr.Row():
|
| 356 |
+
with gr.Column():
|
| 357 |
+
gr.Markdown("### 📊 Results")
|
| 358 |
+
|
| 359 |
+
status_output = gr.Markdown(label="Status")
|
| 360 |
+
|
| 361 |
+
with gr.Tab("Generated Code"):
|
| 362 |
+
code_output = gr.Code(
|
| 363 |
+
label="server.py",
|
| 364 |
+
language="python",
|
| 365 |
+
lines=20
|
| 366 |
+
)
|
| 367 |
+
|
| 368 |
+
with gr.Tab("README"):
|
| 369 |
+
readme_output = gr.Markdown()
|
| 370 |
+
|
| 371 |
+
with gr.Tab("Connection Config"):
|
| 372 |
+
connection_output = gr.Code(
|
| 373 |
+
label="Claude Desktop Config",
|
| 374 |
+
language="json"
|
| 375 |
+
)
|
| 376 |
+
|
| 377 |
+
download_output = gr.File(
|
| 378 |
+
label="📦 Download Complete Package (ZIP)"
|
| 379 |
+
)
|
| 380 |
+
|
| 381 |
+
# Wire up the button
|
| 382 |
+
generate_btn.click(
|
| 383 |
+
fn=generate_and_host_mcp,
|
| 384 |
+
inputs=[api_url, api_key, force_regenerate],
|
| 385 |
+
outputs=[
|
| 386 |
+
status_output,
|
| 387 |
+
code_output,
|
| 388 |
+
download_output,
|
| 389 |
+
readme_output,
|
| 390 |
+
connection_output
|
| 391 |
+
]
|
| 392 |
+
)
|
| 393 |
+
|
| 394 |
+
with gr.Accordion("📋 Previously Generated MCPs", open=False):
|
| 395 |
+
def get_existing_mcps():
|
| 396 |
+
"""Get list of existing MCPs for display"""
|
| 397 |
+
mcps = mcp_registry.list_all()
|
| 398 |
+
if not mcps:
|
| 399 |
+
return "No MCPs generated yet. Generate your first one above! 👆"
|
| 400 |
+
|
| 401 |
+
output = "| API Name | URL | Created | Last Used |\n"
|
| 402 |
+
output += "|----------|-----|---------|----------|\n"
|
| 403 |
+
for mcp in mcps[:10]: # Show last 10
|
| 404 |
+
api_name = mcp['api_name']
|
| 405 |
+
api_url = mcp['api_url'][:40] + "..." if len(mcp['api_url']) > 40 else mcp['api_url']
|
| 406 |
+
created = mcp['created_at'].split('T')[0]
|
| 407 |
+
last_used = mcp['last_used'].split('T')[0]
|
| 408 |
+
output += f"| {api_name} | {api_url} | {created} | {last_used} |\n"
|
| 409 |
+
|
| 410 |
+
return output
|
| 411 |
+
|
| 412 |
+
existing_mcps_display = gr.Markdown(get_existing_mcps())
|
| 413 |
+
refresh_btn = gr.Button("🔄 Refresh List", size="sm")
|
| 414 |
+
refresh_btn.click(fn=get_existing_mcps, outputs=existing_mcps_display)
|
| 415 |
+
|
| 416 |
+
gr.Markdown("""
|
| 417 |
+
---
|
| 418 |
+
### 🎯 How to Use Your Generated MCP
|
| 419 |
+
|
| 420 |
+
1. **Download** the ZIP file above
|
| 421 |
+
2. **Extract** it to a folder
|
| 422 |
+
3. **Add** the connection config to your Claude Desktop settings
|
| 423 |
+
4. **Restart** Claude Desktop
|
| 424 |
+
|
| 425 |
+
Your MCP server is ready to use! 🎉
|
| 426 |
+
|
| 427 |
+
### 🚀 About This Project
|
| 428 |
+
|
| 429 |
+
This is a meta-MCP: an MCP server that generates other MCP servers!
|
| 430 |
+
|
| 431 |
+
- Built with [Gradio](https://gradio.app)
|
| 432 |
+
- Powered by [LangGraph](https://github.com/langchain-ai/langgraph) agents
|
| 433 |
+
- Uses [Anthropic's Claude](https://anthropic.com) for code generation
|
| 434 |
+
- Integrates with [MCP Fetch Server](https://github.com/modelcontextprotocol/servers)
|
| 435 |
+
|
| 436 |
+
**For MCP 1st Birthday Hackathon - Track 2: MCP in Action** 🎂
|
| 437 |
+
""")
|
| 438 |
+
|
| 439 |
+
|
| 440 |
+
if __name__ == "__main__":
|
| 441 |
+
# Check for API key
|
| 442 |
+
if not ANTHROPIC_API_KEY and not OPENAI_API_KEY:
|
| 443 |
+
print("⚠️ WARNING: No API key set!")
|
| 444 |
+
print("Please set either OPENAI_API_KEY or ANTHROPIC_API_KEY in your .env file")
|
| 445 |
+
print(f"Example: echo 'OPENAI_API_KEY=your_key_here' > .env")
|
| 446 |
+
|
| 447 |
+
# Get the MCP HTTP host FastAPI app
|
| 448 |
+
mcp_fastapi_app = mcp_http_host.get_app()
|
| 449 |
+
|
| 450 |
+
# Mount MCP routes to Gradio's FastAPI instance
|
| 451 |
+
# Gradio 5.x exposes its FastAPI app via app.fastapi_app after launch
|
| 452 |
+
demo_app, local_url, share_url = app.launch(
|
| 453 |
+
server_name="0.0.0.0",
|
| 454 |
+
server_port=7860,
|
| 455 |
+
share=False,
|
| 456 |
+
prevent_thread_lock=True
|
| 457 |
+
)
|
| 458 |
+
|
| 459 |
+
# Mount the MCP FastAPI app to serve MCPs
|
| 460 |
+
if hasattr(app, 'fastapi_app'):
|
| 461 |
+
# Mount all MCP routes onto the Gradio FastAPI app
|
| 462 |
+
app.fastapi_app.mount("/mcp", mcp_fastapi_app)
|
| 463 |
+
|
| 464 |
+
print("✅ MCP Generator is running!")
|
| 465 |
+
print(f"📊 Gradio UI: {local_url}")
|
| 466 |
+
print(f"🔧 MCP Endpoints: {local_url}/mcps")
|
| 467 |
+
print(f"🌐 Generated MCPs will be accessible at: {local_url}/mcp/{{mcp_id}}/messages")
|
| 468 |
+
|
| 469 |
+
# Keep the server running
|
| 470 |
+
import threading
|
| 471 |
+
threading.Event().wait()
|
requirements.txt
CHANGED
|
@@ -1,11 +1,12 @@
|
|
| 1 |
-
gradio
|
| 2 |
-
anthropic
|
| 3 |
-
openai
|
| 4 |
-
mcp
|
| 5 |
-
langgraph
|
| 6 |
-
jinja2
|
| 7 |
-
pydantic
|
| 8 |
-
python-dotenv
|
| 9 |
-
aiohttp
|
| 10 |
-
|
| 11 |
-
|
|
|
|
|
|
| 1 |
+
gradio
|
| 2 |
+
anthropic
|
| 3 |
+
openai
|
| 4 |
+
mcp
|
| 5 |
+
langgraph
|
| 6 |
+
jinja2
|
| 7 |
+
pydantic
|
| 8 |
+
python-dotenv
|
| 9 |
+
aiohttp
|
| 10 |
+
fastapi
|
| 11 |
+
uvicorn
|
| 12 |
+
httpx
|
src/agents/code_generator.py
CHANGED
|
@@ -79,7 +79,7 @@ Only include JSON, no other text."""
|
|
| 79 |
# Setup Jinja2 environment
|
| 80 |
env = Environment(loader=FileSystemLoader(TEMPLATES_DIR))
|
| 81 |
|
| 82 |
-
# Generate server code
|
| 83 |
server_template = env.get_template("mcp_server_template.py.jinja")
|
| 84 |
server_code = server_template.render(
|
| 85 |
api_name=state['api_name'],
|
|
@@ -89,6 +89,16 @@ Only include JSON, no other text."""
|
|
| 89 |
tools=tools
|
| 90 |
)
|
| 91 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 92 |
# Generate README
|
| 93 |
readme_template = env.get_template("readme_template.md.jinja")
|
| 94 |
readme_content = readme_template.render(
|
|
@@ -97,7 +107,7 @@ Only include JSON, no other text."""
|
|
| 97 |
server_name=mcp_id,
|
| 98 |
timestamp=datetime.now().isoformat(),
|
| 99 |
tools=tools,
|
| 100 |
-
hosted_url=f"
|
| 101 |
auth_type=state['auth_type'],
|
| 102 |
rate_limits="Check API documentation"
|
| 103 |
)
|
|
@@ -105,7 +115,9 @@ Only include JSON, no other text."""
|
|
| 105 |
# Generate requirements.txt
|
| 106 |
requirements = """mcp>=1.1.0
|
| 107 |
httpx>=0.27.0
|
| 108 |
-
|
|
|
|
|
|
|
| 109 |
"""
|
| 110 |
|
| 111 |
# Save to hosted_mcps directory
|
|
@@ -113,6 +125,7 @@ asyncio
|
|
| 113 |
mcp_dir.mkdir(exist_ok=True)
|
| 114 |
|
| 115 |
(mcp_dir / "server.py").write_text(server_code)
|
|
|
|
| 116 |
(mcp_dir / "README.md").write_text(readme_content)
|
| 117 |
(mcp_dir / "requirements.txt").write_text(requirements)
|
| 118 |
|
|
|
|
| 79 |
# Setup Jinja2 environment
|
| 80 |
env = Environment(loader=FileSystemLoader(TEMPLATES_DIR))
|
| 81 |
|
| 82 |
+
# Generate stdio server code (for local use/download)
|
| 83 |
server_template = env.get_template("mcp_server_template.py.jinja")
|
| 84 |
server_code = server_template.render(
|
| 85 |
api_name=state['api_name'],
|
|
|
|
| 89 |
tools=tools
|
| 90 |
)
|
| 91 |
|
| 92 |
+
# Generate HTTP server code (for hosting in Space)
|
| 93 |
+
http_template = env.get_template("mcp_server_http_template.py.jinja")
|
| 94 |
+
http_server_code = http_template.render(
|
| 95 |
+
api_name=state['api_name'],
|
| 96 |
+
api_url=state['api_url'],
|
| 97 |
+
mcp_id=mcp_id,
|
| 98 |
+
timestamp=datetime.now().isoformat(),
|
| 99 |
+
tools=tools
|
| 100 |
+
)
|
| 101 |
+
|
| 102 |
# Generate README
|
| 103 |
readme_template = env.get_template("readme_template.md.jinja")
|
| 104 |
readme_content = readme_template.render(
|
|
|
|
| 107 |
server_name=mcp_id,
|
| 108 |
timestamp=datetime.now().isoformat(),
|
| 109 |
tools=tools,
|
| 110 |
+
hosted_url=f"https://your-space.hf.space/mcp/{mcp_id}", # Will be updated when deployed
|
| 111 |
auth_type=state['auth_type'],
|
| 112 |
rate_limits="Check API documentation"
|
| 113 |
)
|
|
|
|
| 115 |
# Generate requirements.txt
|
| 116 |
requirements = """mcp>=1.1.0
|
| 117 |
httpx>=0.27.0
|
| 118 |
+
fastapi>=0.104.0
|
| 119 |
+
uvicorn>=0.24.0
|
| 120 |
+
pydantic>=2.0.0
|
| 121 |
"""
|
| 122 |
|
| 123 |
# Save to hosted_mcps directory
|
|
|
|
| 125 |
mcp_dir.mkdir(exist_ok=True)
|
| 126 |
|
| 127 |
(mcp_dir / "server.py").write_text(server_code)
|
| 128 |
+
(mcp_dir / "server_http.py").write_text(http_server_code)
|
| 129 |
(mcp_dir / "README.md").write_text(readme_content)
|
| 130 |
(mcp_dir / "requirements.txt").write_text(requirements)
|
| 131 |
|
src/mcp_host.py
CHANGED
|
@@ -5,7 +5,6 @@ import subprocess
|
|
| 5 |
import signal
|
| 6 |
from pathlib import Path
|
| 7 |
from typing import Dict, Optional
|
| 8 |
-
import psutil
|
| 9 |
|
| 10 |
from .config import HOSTED_MCPS_DIR
|
| 11 |
|
|
|
|
| 5 |
import signal
|
| 6 |
from pathlib import Path
|
| 7 |
from typing import Dict, Optional
|
|
|
|
| 8 |
|
| 9 |
from .config import HOSTED_MCPS_DIR
|
| 10 |
|
src/mcp_http_host.py
ADDED
|
@@ -0,0 +1,139 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
"""HTTP Host for Generated MCPs - Makes them accessible via web endpoints"""
|
| 2 |
+
|
| 3 |
+
import asyncio
|
| 4 |
+
from fastapi import FastAPI, HTTPException
|
| 5 |
+
from fastapi.responses import JSONResponse
|
| 6 |
+
from pathlib import Path
|
| 7 |
+
import importlib.util
|
| 8 |
+
import sys
|
| 9 |
+
from typing import Dict, Any
|
| 10 |
+
|
| 11 |
+
from .config import HOSTED_MCPS_DIR
|
| 12 |
+
|
| 13 |
+
class MCPHTTPHost:
|
| 14 |
+
"""Hosts multiple MCP servers via HTTP endpoints"""
|
| 15 |
+
|
| 16 |
+
def __init__(self):
|
| 17 |
+
self.app = FastAPI(title="MCP Generator - Hosted MCPs")
|
| 18 |
+
self.loaded_mcps: Dict[str, Any] = {}
|
| 19 |
+
|
| 20 |
+
# Add root endpoint
|
| 21 |
+
@self.app.get("/")
|
| 22 |
+
async def root():
|
| 23 |
+
return {
|
| 24 |
+
"service": "MCP Generator",
|
| 25 |
+
"hosted_mcps": list(self.loaded_mcps.keys()),
|
| 26 |
+
"endpoints": {
|
| 27 |
+
"list_all": "/mcps",
|
| 28 |
+
"mcp_tools": "/mcp/{mcp_id}/tools",
|
| 29 |
+
"mcp_call": "/mcp/{mcp_id}/call",
|
| 30 |
+
"mcp_health": "/mcp/{mcp_id}/health"
|
| 31 |
+
}
|
| 32 |
+
}
|
| 33 |
+
|
| 34 |
+
@self.app.get("/mcps")
|
| 35 |
+
async def list_mcps():
|
| 36 |
+
"""List all hosted MCPs"""
|
| 37 |
+
return {
|
| 38 |
+
"mcps": [
|
| 39 |
+
{
|
| 40 |
+
"mcp_id": mcp_id,
|
| 41 |
+
"endpoints": {
|
| 42 |
+
"tools": f"/mcp/{mcp_id}/tools",
|
| 43 |
+
"call": f"/mcp/{mcp_id}/call",
|
| 44 |
+
"health": f"/mcp/{mcp_id}/health"
|
| 45 |
+
}
|
| 46 |
+
}
|
| 47 |
+
for mcp_id in self.loaded_mcps.keys()
|
| 48 |
+
]
|
| 49 |
+
}
|
| 50 |
+
|
| 51 |
+
self._setup_dynamic_routes()
|
| 52 |
+
|
| 53 |
+
def _setup_dynamic_routes(self):
|
| 54 |
+
"""Set up dynamic routes for all MCPs"""
|
| 55 |
+
|
| 56 |
+
@self.app.get("/mcp/{mcp_id}/tools")
|
| 57 |
+
async def get_tools(mcp_id: str):
|
| 58 |
+
"""Get tools for a specific MCP"""
|
| 59 |
+
if mcp_id not in self.loaded_mcps:
|
| 60 |
+
# Try to load the MCP
|
| 61 |
+
if not self.load_mcp(mcp_id):
|
| 62 |
+
raise HTTPException(status_code=404, detail=f"MCP {mcp_id} not found")
|
| 63 |
+
|
| 64 |
+
mcp_module = self.loaded_mcps[mcp_id]
|
| 65 |
+
if hasattr(mcp_module, 'get_tools'):
|
| 66 |
+
return {"tools": await mcp_module.get_tools()}
|
| 67 |
+
raise HTTPException(status_code=500, detail="MCP does not expose tools")
|
| 68 |
+
|
| 69 |
+
@self.app.post("/mcp/{mcp_id}/call")
|
| 70 |
+
async def call_tool(mcp_id: str, tool_call: dict):
|
| 71 |
+
"""Call a tool in a specific MCP"""
|
| 72 |
+
if mcp_id not in self.loaded_mcps:
|
| 73 |
+
if not self.load_mcp(mcp_id):
|
| 74 |
+
raise HTTPException(status_code=404, detail=f"MCP {mcp_id} not found")
|
| 75 |
+
|
| 76 |
+
mcp_module = self.loaded_mcps[mcp_id]
|
| 77 |
+
if hasattr(mcp_module, 'call_tool'):
|
| 78 |
+
result = await mcp_module.call_tool(
|
| 79 |
+
tool_call.get('name'),
|
| 80 |
+
tool_call.get('arguments', {})
|
| 81 |
+
)
|
| 82 |
+
return {"content": result}
|
| 83 |
+
raise HTTPException(status_code=500, detail="MCP does not support tool calls")
|
| 84 |
+
|
| 85 |
+
@self.app.get("/mcp/{mcp_id}/health")
|
| 86 |
+
async def health_check(mcp_id: str):
|
| 87 |
+
"""Health check for a specific MCP"""
|
| 88 |
+
if mcp_id in self.loaded_mcps:
|
| 89 |
+
return {"status": "healthy", "mcp_id": mcp_id, "loaded": True}
|
| 90 |
+
|
| 91 |
+
# Try to load
|
| 92 |
+
if self.load_mcp(mcp_id):
|
| 93 |
+
return {"status": "healthy", "mcp_id": mcp_id, "loaded": True}
|
| 94 |
+
|
| 95 |
+
return {"status": "not_found", "mcp_id": mcp_id, "loaded": False}
|
| 96 |
+
|
| 97 |
+
def load_mcp(self, mcp_id: str) -> bool:
|
| 98 |
+
"""Dynamically load an MCP server module"""
|
| 99 |
+
mcp_path = HOSTED_MCPS_DIR / mcp_id / "server_http.py"
|
| 100 |
+
|
| 101 |
+
if not mcp_path.exists():
|
| 102 |
+
return False
|
| 103 |
+
|
| 104 |
+
try:
|
| 105 |
+
# Load the module dynamically
|
| 106 |
+
spec = importlib.util.spec_from_file_location(f"mcp_{mcp_id}", mcp_path)
|
| 107 |
+
if spec and spec.loader:
|
| 108 |
+
module = importlib.util.module_from_spec(spec)
|
| 109 |
+
sys.modules[f"mcp_{mcp_id}"] = module
|
| 110 |
+
spec.loader.exec_module(module)
|
| 111 |
+
|
| 112 |
+
self.loaded_mcps[mcp_id] = module
|
| 113 |
+
return True
|
| 114 |
+
except Exception as e:
|
| 115 |
+
print(f"Failed to load MCP {mcp_id}: {e}")
|
| 116 |
+
return False
|
| 117 |
+
|
| 118 |
+
return False
|
| 119 |
+
|
| 120 |
+
def load_all_mcps(self):
|
| 121 |
+
"""Load all available MCPs from the hosted_mcps directory"""
|
| 122 |
+
if not HOSTED_MCPS_DIR.exists():
|
| 123 |
+
return
|
| 124 |
+
|
| 125 |
+
for mcp_dir in HOSTED_MCPS_DIR.iterdir():
|
| 126 |
+
if mcp_dir.is_dir():
|
| 127 |
+
mcp_id = mcp_dir.name
|
| 128 |
+
self.load_mcp(mcp_id)
|
| 129 |
+
|
| 130 |
+
print(f"✅ Loaded {len(self.loaded_mcps)} MCPs")
|
| 131 |
+
|
| 132 |
+
def get_app(self) -> FastAPI:
|
| 133 |
+
"""Get the FastAPI app instance"""
|
| 134 |
+
self.load_all_mcps()
|
| 135 |
+
return self.app
|
| 136 |
+
|
| 137 |
+
|
| 138 |
+
# Global instance
|
| 139 |
+
mcp_http_host = MCPHTTPHost()
|
src/templates/mcp_server_http_template.py.jinja
ADDED
|
@@ -0,0 +1,262 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
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|
|
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|
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|
|
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|
|
|
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|
|
|
|
|
|
|
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|
|
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|
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|
|
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
"""
|
| 2 |
+
Generated MCP Server for {{ api_name }} (HTTP Streamable Transport - MCP 2025-03-26)
|
| 3 |
+
Auto-generated by MCP Generator
|
| 4 |
+
|
| 5 |
+
API URL: {{ api_url }}
|
| 6 |
+
Generated: {{ timestamp }}
|
| 7 |
+
Hosted at: /mcp/{{ mcp_id }}/
|
| 8 |
+
|
| 9 |
+
This server implements MCP specification 2025-03-26 with HTTP streamable transport.
|
| 10 |
+
Uses JSON-RPC 2.0 protocol over HTTP as specified in the MCP standard.
|
| 11 |
+
"""
|
| 12 |
+
|
| 13 |
+
import asyncio
|
| 14 |
+
import json
|
| 15 |
+
from typing import Any
|
| 16 |
+
from mcp.server import Server
|
| 17 |
+
from mcp.types import Tool, TextContent
|
| 18 |
+
import httpx
|
| 19 |
+
from fastapi import FastAPI, Request
|
| 20 |
+
from fastapi.responses import StreamingResponse
|
| 21 |
+
import uvicorn
|
| 22 |
+
|
| 23 |
+
# Initialize MCP server
|
| 24 |
+
mcp_server = Server("{{ mcp_id }}")
|
| 25 |
+
|
| 26 |
+
# Initialize FastAPI app for HTTP transport
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| 27 |
+
app = FastAPI(title="{{ api_name }} MCP Server")
|
| 28 |
+
|
| 29 |
+
@mcp_server.list_tools()
|
| 30 |
+
async def list_tools() -> list[Tool]:
|
| 31 |
+
"""List available MCP tools"""
|
| 32 |
+
return [
|
| 33 |
+
{% for tool in tools %}
|
| 34 |
+
Tool(
|
| 35 |
+
name="{{ tool.name }}",
|
| 36 |
+
description="{{ tool.description }}",
|
| 37 |
+
inputSchema={
|
| 38 |
+
"type": "object",
|
| 39 |
+
"properties": {{ tool.parameters | tojson }},
|
| 40 |
+
"required": {{ tool.required | tojson }}
|
| 41 |
+
}
|
| 42 |
+
){% if not loop.last %},{% endif %}
|
| 43 |
+
{% endfor %}
|
| 44 |
+
]
|
| 45 |
+
|
| 46 |
+
@mcp_server.call_tool()
|
| 47 |
+
async def call_tool(name: str, arguments: Any) -> list[TextContent]:
|
| 48 |
+
"""Handle MCP tool calls"""
|
| 49 |
+
{% for tool in tools %}
|
| 50 |
+
{% if loop.first %}if{% else %}elif{% endif %} name == "{{ tool.name }}":
|
| 51 |
+
return await {{ tool.function_name }}(arguments)
|
| 52 |
+
{% endfor %}
|
| 53 |
+
else:
|
| 54 |
+
raise ValueError(f"Unknown tool: {name}")
|
| 55 |
+
|
| 56 |
+
{% for tool in tools %}
|
| 57 |
+
async def {{ tool.function_name }}(args: dict) -> list[TextContent]:
|
| 58 |
+
"""{{ tool.description }}"""
|
| 59 |
+
try:
|
| 60 |
+
async with httpx.AsyncClient(timeout=30.0) as client:
|
| 61 |
+
{% if tool.method == "GET" %}
|
| 62 |
+
response = await client.get(
|
| 63 |
+
"{{ tool.endpoint }}",
|
| 64 |
+
params=args,
|
| 65 |
+
headers={{ tool.headers | tojson }}
|
| 66 |
+
)
|
| 67 |
+
{% elif tool.method == "POST" %}
|
| 68 |
+
response = await client.post(
|
| 69 |
+
"{{ tool.endpoint }}",
|
| 70 |
+
json=args,
|
| 71 |
+
headers={{ tool.headers | tojson }}
|
| 72 |
+
)
|
| 73 |
+
{% elif tool.method == "PUT" %}
|
| 74 |
+
response = await client.put(
|
| 75 |
+
"{{ tool.endpoint }}",
|
| 76 |
+
json=args,
|
| 77 |
+
headers={{ tool.headers | tojson }}
|
| 78 |
+
)
|
| 79 |
+
{% elif tool.method == "DELETE" %}
|
| 80 |
+
response = await client.delete(
|
| 81 |
+
"{{ tool.endpoint }}",
|
| 82 |
+
params=args,
|
| 83 |
+
headers={{ tool.headers | tojson }}
|
| 84 |
+
)
|
| 85 |
+
{% endif %}
|
| 86 |
+
|
| 87 |
+
response.raise_for_status()
|
| 88 |
+
|
| 89 |
+
# Format response
|
| 90 |
+
content = response.json() if response.headers.get("content-type", "").startswith("application/json") else response.text
|
| 91 |
+
|
| 92 |
+
return [TextContent(
|
| 93 |
+
type="text",
|
| 94 |
+
text=json.dumps(content, indent=2) if isinstance(content, dict) else str(content)
|
| 95 |
+
)]
|
| 96 |
+
|
| 97 |
+
except httpx.HTTPError as e:
|
| 98 |
+
return [TextContent(
|
| 99 |
+
type="text",
|
| 100 |
+
text=f"Error calling API: {str(e)}"
|
| 101 |
+
)]
|
| 102 |
+
except Exception as e:
|
| 103 |
+
return [TextContent(
|
| 104 |
+
type="text",
|
| 105 |
+
text=f"Unexpected error: {str(e)}"
|
| 106 |
+
)]
|
| 107 |
+
|
| 108 |
+
{% endfor %}
|
| 109 |
+
|
| 110 |
+
# HTTP Streamable Transport Implementation (MCP 2025-03-26 spec)
|
| 111 |
+
class MCPMessageHandler:
|
| 112 |
+
"""Handles MCP JSON-RPC messages over HTTP"""
|
| 113 |
+
|
| 114 |
+
async def handle_message(self, message: dict) -> dict:
|
| 115 |
+
"""Process MCP JSON-RPC 2.0 message"""
|
| 116 |
+
method = message.get("method")
|
| 117 |
+
params = message.get("params", {})
|
| 118 |
+
msg_id = message.get("id")
|
| 119 |
+
|
| 120 |
+
try:
|
| 121 |
+
if method == "tools/list":
|
| 122 |
+
tools = await list_tools()
|
| 123 |
+
return {
|
| 124 |
+
"jsonrpc": "2.0",
|
| 125 |
+
"id": msg_id,
|
| 126 |
+
"result": {
|
| 127 |
+
"tools": [
|
| 128 |
+
{
|
| 129 |
+
"name": tool.name,
|
| 130 |
+
"description": tool.description,
|
| 131 |
+
"inputSchema": tool.inputSchema
|
| 132 |
+
}
|
| 133 |
+
for tool in tools
|
| 134 |
+
]
|
| 135 |
+
}
|
| 136 |
+
}
|
| 137 |
+
|
| 138 |
+
elif method == "tools/call":
|
| 139 |
+
tool_name = params.get("name")
|
| 140 |
+
arguments = params.get("arguments", {})
|
| 141 |
+
|
| 142 |
+
result = await call_tool(tool_name, arguments)
|
| 143 |
+
|
| 144 |
+
return {
|
| 145 |
+
"jsonrpc": "2.0",
|
| 146 |
+
"id": msg_id,
|
| 147 |
+
"result": {
|
| 148 |
+
"content": [
|
| 149 |
+
{"type": item.type, "text": item.text}
|
| 150 |
+
for item in result
|
| 151 |
+
]
|
| 152 |
+
}
|
| 153 |
+
}
|
| 154 |
+
|
| 155 |
+
elif method == "initialize":
|
| 156 |
+
return {
|
| 157 |
+
"jsonrpc": "2.0",
|
| 158 |
+
"id": msg_id,
|
| 159 |
+
"result": {
|
| 160 |
+
"protocolVersion": "2025-03-26",
|
| 161 |
+
"serverInfo": {
|
| 162 |
+
"name": "{{ mcp_id }}",
|
| 163 |
+
"version": "1.0.0"
|
| 164 |
+
},
|
| 165 |
+
"capabilities": {
|
| 166 |
+
"tools": {}
|
| 167 |
+
}
|
| 168 |
+
}
|
| 169 |
+
}
|
| 170 |
+
|
| 171 |
+
else:
|
| 172 |
+
return {
|
| 173 |
+
"jsonrpc": "2.0",
|
| 174 |
+
"id": msg_id,
|
| 175 |
+
"error": {
|
| 176 |
+
"code": -32601,
|
| 177 |
+
"message": f"Method not found: {method}"
|
| 178 |
+
}
|
| 179 |
+
}
|
| 180 |
+
|
| 181 |
+
except Exception as e:
|
| 182 |
+
return {
|
| 183 |
+
"jsonrpc": "2.0",
|
| 184 |
+
"id": msg_id,
|
| 185 |
+
"error": {
|
| 186 |
+
"code": -32603,
|
| 187 |
+
"message": f"Internal error: {str(e)}"
|
| 188 |
+
}
|
| 189 |
+
}
|
| 190 |
+
|
| 191 |
+
message_handler = MCPMessageHandler()
|
| 192 |
+
|
| 193 |
+
@app.post("/mcp/{{ mcp_id }}/messages")
|
| 194 |
+
async def handle_mcp_messages(request: Request):
|
| 195 |
+
"""
|
| 196 |
+
MCP HTTP Streamable Transport endpoint (MCP 2025-03-26)
|
| 197 |
+
Accepts JSON-RPC 2.0 messages and returns streaming responses
|
| 198 |
+
"""
|
| 199 |
+
try:
|
| 200 |
+
body = await request.json()
|
| 201 |
+
|
| 202 |
+
# Handle single message or batch
|
| 203 |
+
messages = body if isinstance(body, list) else [body]
|
| 204 |
+
|
| 205 |
+
async def generate_responses():
|
| 206 |
+
for message in messages:
|
| 207 |
+
response = await message_handler.handle_message(message)
|
| 208 |
+
yield json.dumps(response) + "\n"
|
| 209 |
+
|
| 210 |
+
return StreamingResponse(
|
| 211 |
+
generate_responses(),
|
| 212 |
+
media_type="application/jsonrpc+json",
|
| 213 |
+
headers={"Cache-Control": "no-cache"}
|
| 214 |
+
)
|
| 215 |
+
|
| 216 |
+
except Exception as e:
|
| 217 |
+
return {
|
| 218 |
+
"jsonrpc": "2.0",
|
| 219 |
+
"error": {
|
| 220 |
+
"code": -32700,
|
| 221 |
+
"message": f"Parse error: {str(e)}"
|
| 222 |
+
}
|
| 223 |
+
}
|
| 224 |
+
|
| 225 |
+
@app.get("/mcp/{{ mcp_id }}/health")
|
| 226 |
+
async def health_check():
|
| 227 |
+
"""Health check endpoint"""
|
| 228 |
+
return {
|
| 229 |
+
"status": "healthy",
|
| 230 |
+
"mcp_id": "{{ mcp_id }}",
|
| 231 |
+
"protocol": "MCP 2025-03-26",
|
| 232 |
+
"transport": "HTTP Streamable"
|
| 233 |
+
}
|
| 234 |
+
|
| 235 |
+
@app.get("/mcp/{{ mcp_id }}/info")
|
| 236 |
+
async def server_info():
|
| 237 |
+
"""Get server information"""
|
| 238 |
+
tools = await list_tools()
|
| 239 |
+
return {
|
| 240 |
+
"serverInfo": {
|
| 241 |
+
"name": "{{ mcp_id }}",
|
| 242 |
+
"version": "1.0.0",
|
| 243 |
+
"description": "Generated MCP server for {{ api_name }}"
|
| 244 |
+
},
|
| 245 |
+
"capabilities": {
|
| 246 |
+
"tools": {}
|
| 247 |
+
},
|
| 248 |
+
"tools": [
|
| 249 |
+
{
|
| 250 |
+
"name": tool.name,
|
| 251 |
+
"description": tool.description,
|
| 252 |
+
"inputSchema": tool.inputSchema
|
| 253 |
+
}
|
| 254 |
+
for tool in tools
|
| 255 |
+
]
|
| 256 |
+
}
|
| 257 |
+
|
| 258 |
+
if __name__ == "__main__":
|
| 259 |
+
# Run on dynamic port for HuggingFace Spaces
|
| 260 |
+
import os
|
| 261 |
+
port = int(os.getenv("PORT", 8000))
|
| 262 |
+
uvicorn.run(app, host="0.0.0.0", port=port)
|