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Create app.py
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app.py
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import gradio as gr
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import httpx
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import json
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from huggingface_hub import HfApi
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import random
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def find_endpoints(openapi_spec_url, api_base_url, methods):
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print(f"Finding endpoints for {openapi_spec_url} with methods {methods}")
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if openapi_spec_url.startswith(("http://", "https://")):
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response = httpx.get(openapi_spec_url)
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response.raise_for_status()
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content = response.text
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else:
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raise gr.Error("Invalid URL for OpenAPI spec")
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try:
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spec = json.loads(content)
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except json.JSONDecodeError as e:
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raise gr.Error("Invalid JSON for OpenAPI spec")
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api_paths = spec.get("paths", {})
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if not api_paths:
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raise gr.Error("No valid paths found in the OpenAPI specification")
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valid_api_paths = []
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for path, path_item in api_paths.items():
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for method, operation in path_item.items():
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if methods and method.lower() not in [m.lower() for m in methods]:
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continue
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valid_api_paths.append({
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"path": path,
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"method": method.upper(),
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})
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return gr.JSON(valid_api_paths, label=f"π {len(valid_api_paths)} endpoints found")
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def update_bottom(oauth_token: gr.OAuthToken | None):
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if oauth_token:
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return "Click the π Launch button to create a new MCP Space", gr.Button(interactive=True)
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else:
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return gr.skip()
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gradio_app_code = """
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import gradio as gr
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gr.load_openapi(
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openapi_spec=\"{}\",
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base_url=\"{}\",
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methods={},
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).launch(mcp_server=True)
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"""
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def create_hf_space(token, app_code):
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"""
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Create a new Hugging Face Space with optional app.py file
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Args:
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token (str): Your Hugging Face API token
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app_code (str): String content for the app.py file
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Returns:
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SpaceInfo: Information about the created space
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"""
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api = HfApi(token=token)
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user_info = api.whoami()
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username = user_info["name"]
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space_name = f"{username}/openapi-to-mcp-{random.randint(100000, 999999)}"
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try:
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gr.Info("Creating space...")
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space_info = api.create_repo(
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repo_id=space_name,
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repo_type="space",
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private=False,
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space_sdk="gradio"
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)
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print(f"Space created: {space_info}")
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api.upload_file(
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path_or_fileobj=app_code.encode('utf-8'),
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path_in_repo="app.py",
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repo_id=space_name,
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repo_type="space",
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commit_message="Add app.py"
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)
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print(f"App.py uploaded to {space_name}")
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space_url = f"https://huggingface.co/spaces/{space_name}"
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gr.Success(f"π Your space is available at: <a href='{space_url}' target='_blank'>{space_url}</a>")
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return space_info
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except Exception as e:
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gr.Error(f"β Error creating space: {str(e)}")
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def launch_mcp_server(openapi_spec_url, api_base_url, methods, oauth_token: gr.OAuthToken | None):
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if oauth_token:
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create_hf_space(
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oauth_token.token,
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gradio_app_code.format(
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openapi_spec_url,
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api_base_url,
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methods
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)
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)
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else:
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pass
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with gr.Blocks(theme="ocean") as demo:
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gr.Markdown("## OpenAPI βͺ MCP")
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gr.Markdown("""
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This is a tool that converts an OpenAPI spec to a MCP server that you can launch as a Space and then use with any MCP Client (e.g. ChatGPT, Claude, Cursor, Cline).
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""")
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with gr.Row():
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with gr.Column():
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openapi_spec_url = gr.Textbox(label="OpenAPI Spec URL", value="https://petstore3.swagger.io/api/v3/openapi.json")
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api_base_url = gr.Textbox(label="API Base URL", value="https://petstore3.swagger.io/api/v3/")
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methods = gr.CheckboxGroup(label="Methods", choices=["GET", "POST", "PUT", "DELETE"], value=["GET", "POST", "PUT", "DELETE"])
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find_endpoints_button = gr.Button("π Find Endpoints")
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with gr.Column():
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endpoints = gr.JSON(label="π endpoints found", value=[], max_height=400)
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message = gr.Markdown("_Note:_ you must be signed in through your Hugging Face account to launch the MCP Server")
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with gr.Row():
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login_button = gr.LoginButton()
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launch_button = gr.Button("π Launch MCP Server", variant="primary", interactive=False)
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gr.on(
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[demo.load, find_endpoints_button.click],
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find_endpoints,
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inputs=[openapi_spec_url, api_base_url, methods],
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outputs=endpoints,
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)
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gr.on(
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[demo.load],
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update_bottom,
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inputs=None,
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outputs=[message, launch_button]
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)
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gr.on(
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[launch_button.click],
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launch_mcp_server,
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inputs=[openapi_spec_url, api_base_url, methods],
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outputs=None
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)
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demo.launch()
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