Spaces:
Sleeping
Sleeping
Update mcp_spaces_finder.py
Browse files- mcp_spaces_finder.py +68 -299
mcp_spaces_finder.py
CHANGED
@@ -1,339 +1,108 @@
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"""
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HuggingFace MCP Spaces Finder Module
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available on HuggingFace Spaces.
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Usage:
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from mcp_spaces_finder import
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#
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"""
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import gradio as gr
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from huggingface_hub import
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import time
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from typing import List,
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from dataclasses import dataclass
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from concurrent.futures import ThreadPoolExecutor, as_completed
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id: str
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title: str
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author: str
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likes: int
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status: str
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url: str
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description: str
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sdk: str
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last_modified: str
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created_at: str
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class MCPSpacesFinder:
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"""
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A class to find and manage MCP-enabled spaces on HuggingFace Hub.
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"""
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def __init__(self, cache_duration: int = 300):
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Args:
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cache_duration (int): Cache duration in seconds (default: 5 minutes)
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"""
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self.api = HfApi()
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self.mcp_spaces_cache = None
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self.cache_timestamp = None
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self.cache_duration = cache_duration
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def get_space_status(self, space_id: str) -> str:
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"""Get the current runtime status of a space."""
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try:
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runtime = self.api.get_space_runtime(space_id)
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if hasattr(runtime, 'stage'):
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return runtime.stage
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return "unknown"
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except Exception:
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return "error"
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def
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"""
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processed_spaces = []
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processed_space = MCPSpace(
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id=space_id,
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title=getattr(space, 'title', space_id.split('/')[-1]) or space_id.split('/')[-1],
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author=space.author,
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likes=getattr(space, 'likes', 0),
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status=status,
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url=f"https://huggingface.co/spaces/{space_id}",
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description=getattr(space, 'description', 'No description available') or 'No description available',
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sdk=getattr(space, 'sdk', 'unknown'),
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last_modified=str(getattr(space, 'last_modified', 'unknown')),
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created_at=str(getattr(space, 'created_at', 'unknown'))
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)
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processed_spaces.append(processed_space)
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except Exception as e:
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print(f"Error processing space {getattr(space, 'id', 'unknown')}: {e}")
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continue
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return processed_spaces
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def find_mcp_spaces(self, limit: int = 2000, running_only: bool = True) -> List[MCPSpace]:
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"""
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Find MCP-enabled spaces using the official mcp-server filter.
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Args:
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limit (int): Maximum number of spaces to fetch
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running_only (bool): If True, only return running/building spaces
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Returns:
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List[MCPSpace]: List of MCP spaces sorted by likes
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"""
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if (self.mcp_spaces_cache is not None and
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self.cache_timestamp is not None and
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time.time() - self.cache_timestamp < self.cache_duration):
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return self.mcp_spaces_cache
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# Get all spaces with the official mcp-server tag, sorted by likes
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spaces = list(list_spaces(
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filter="mcp-server",
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sort="likes",
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direction=-1,
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limit=
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full=True
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))
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# Process spaces in batches using ThreadPoolExecutor for status checking
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batch_size = 50
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space_batches = [spaces[i:i + batch_size] for i in range(0, len(spaces), batch_size)]
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all_processed_spaces = []
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with ThreadPoolExecutor(max_workers=5) as executor:
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future_to_batch = {
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executor.submit(self.process_space_batch, batch): batch
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for batch in space_batches
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}
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for future in as_completed(future_to_batch):
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try:
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batch_results = future.result()
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all_processed_spaces.extend(batch_results)
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except Exception as e:
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print(f"Error processing batch: {e}")
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if running_only:
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# Filter to only include running or building spaces
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filtered_spaces = [
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space for space in all_processed_spaces
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if space.status in ["RUNNING", "RUNNING_BUILDING", "BUILDING"]
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]
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else:
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filtered_spaces = all_processed_spaces
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#
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self.cache_timestamp = time.time()
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print(f"Found {len(filtered_spaces)} {'running/building' if running_only else 'total'} MCP spaces")
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return filtered_spaces
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def get_dropdown_choices(self, running_only: bool = True) -> Tuple[List[Tuple[str, str]], int]:
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"""
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Get dropdown choices for Gradio dropdown component.
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Args:
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running_only (bool): If True, only return running/building spaces
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Returns:
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Tuple[List[Tuple[str, str]], int]: (choices, total_count)
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"""
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spaces = self.find_mcp_spaces(running_only=running_only)
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choices = [(space.id, space.id) for space in spaces]
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return choices, len(spaces)
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def get_space_info(self, space_id: str) -> Optional[MCPSpace]:
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"""
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Get detailed information about a specific space.
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Args:
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space_id (str): The space ID (username/spacename)
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Returns:
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Optional[MCPSpace]: Space information or None if not found
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"""
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spaces = self.mcp_spaces_cache or self.find_mcp_spaces()
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return next((space for space in spaces if space.id == space_id), None)
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def clear_cache(self):
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"""Clear the cache to force refresh on next request."""
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self.mcp_spaces_cache = None
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self.cache_timestamp = None
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# Global instance
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def
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) -> gr.Dropdown:
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"""
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Create a
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Args:
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**kwargs: Additional arguments passed to gr.Dropdown
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Returns:
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gr.Dropdown:
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"""
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choices, count = _default_finder.get_dropdown_choices(running_only=running_only)
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value=None
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**kwargs
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)
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def get_mcp_space_info(space_id: str) -> Optional[MCPSpace]:
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"""
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Get information about a specific MCP space.
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Args:
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space_id (str): The space ID (username/spacename)
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Returns:
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Optional[MCPSpace]: Space information or None if not found
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"""
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return _default_finder.get_space_info(space_id)
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def refresh_mcp_spaces() -> Tuple[List[Tuple[str, str]], int]:
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"""
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Refresh the MCP spaces cache and return updated choices.
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Returns:
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Tuple[List[Tuple[str, str]], int]: (choices, total_count)
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"""
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_default_finder.clear_cache()
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return _default_finder.get_dropdown_choices()
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def get_mcp_config_text(space_id: str) -> str:
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"""
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Generate MCP configuration text for a given space.
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space_info = get_mcp_space_info(space_id)
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**Likes:** ❤️ {space_info.likes}
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**Status:** {space_info.status}
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**URL:** [{space_info.url}]({space_info.url})
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## 🔧 MCP Configuration
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### For VSCode/Cursor/Claude Code (Recommended)
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```json
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{{
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"servers": {{
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"{space_info.id.replace('/', '-')}": {{
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"url": "{space_info.url}/gradio_api/mcp/sse"
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}}
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}}
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}}
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```
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### For Claude Desktop
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```json
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{{
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"mcpServers": {{
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"{space_info.id.replace('/', '-')}": {{
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"command": "npx",
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"args": [
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"mcp-remote",
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"{space_info.url}/gradio_api/mcp/sse"
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]
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}}
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}}
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}}
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```
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### Alternative: Use HF MCP Space Server
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```json
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{{
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"mcpServers": {{
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"hf-spaces": {{
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"command": "npx",
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"args": [
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"-y",
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"@llmindset/mcp-hfspace",
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"{space_info.id}"
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]
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}}
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}}
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}}
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```
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**Description:** {space_info.description}
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""".strip()
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return
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Returns:
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Tuple[gr.Dropdown, gr.Markdown]: (dropdown, output_component)
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"""
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dropdown = create_mcp_dropdown()
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output = gr.Markdown("Select an MCP server above to view configuration details.")
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def update_output(space_id):
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if space_id:
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return get_mcp_config_text(space_id)
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return "Select an MCP server above to view configuration details."
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dropdown.change(fn=update_output, inputs=[dropdown], outputs=[output])
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return dropdown, output
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"""
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Simple HuggingFace MCP Spaces Finder Module
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A minimal module to discover MCP servers on HuggingFace Spaces.
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Just a dropdown that displays the selected value in a textbox.
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Usage:
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from mcp_spaces_finder import create_simple_mcp_selector
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# One-liner in your Gradio app
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dropdown, textbox = create_simple_mcp_selector()
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"""
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import gradio as gr
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from huggingface_hub import list_spaces
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import time
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from typing import List, Tuple
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from concurrent.futures import ThreadPoolExecutor, as_completed
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class SimpleMCPFinder:
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"""Simple MCP spaces finder with caching."""
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def __init__(self, cache_duration: int = 300):
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self.cache = None
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self.cache_time = None
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self.cache_duration = cache_duration
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def get_mcp_spaces(self) -> List[str]:
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"""Get list of running MCP space IDs."""
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# Check cache
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if (self.cache is not None and
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self.cache_time is not None and
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time.time() - self.cache_time < self.cache_duration):
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return self.cache
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print("Fetching MCP spaces...")
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# Get MCP spaces sorted by likes
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spaces = list(list_spaces(
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filter="mcp-server",
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sort="likes",
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direction=-1,
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limit=1000,
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full=True
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))
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# Extract just the space IDs
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space_ids = [space.id for space in spaces]
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# Cache results
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self.cache = space_ids
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self.cache_time = time.time()
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print(f"Found {len(space_ids)} MCP spaces")
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return space_ids
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# Global instance
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_finder = SimpleMCPFinder()
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def create_simple_mcp_selector(
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dropdown_label: str = "🤖 Select MCP Server",
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textbox_label: str = "Selected MCP Server",
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placeholder: str = "No server selected"
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) -> Tuple[gr.Dropdown, gr.Textbox]:
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"""
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Create a simple MCP selector with dropdown and textbox.
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Args:
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dropdown_label (str): Label for the dropdown
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textbox_label (str): Label for the textbox
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placeholder (str): Placeholder text when nothing selected
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Returns:
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Tuple[gr.Dropdown, gr.Textbox]: The dropdown and textbox components
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"""
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# Get MCP spaces
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spaces = _finder.get_mcp_spaces()
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# Create dropdown with space choices
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dropdown = gr.Dropdown(
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choices=spaces,
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label=f"{dropdown_label} ({len(spaces)} available)",
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value=None
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)
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# Create textbox to display selection
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textbox = gr.Textbox(
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label=textbox_label,
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value=placeholder,
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interactive=False
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)
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+
# Connect dropdown to textbox
|
94 |
+
def update_textbox(selected_value):
|
95 |
+
return selected_value if selected_value else placeholder
|
96 |
|
97 |
+
dropdown.change(
|
98 |
+
fn=update_textbox,
|
99 |
+
inputs=[dropdown],
|
100 |
+
outputs=[textbox]
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101 |
+
)
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102 |
|
103 |
+
return dropdown, textbox
|
104 |
|
105 |
+
def refresh_mcp_spaces():
|
106 |
+
"""Clear cache to force refresh."""
|
107 |
+
_finder.cache = None
|
108 |
+
_finder.cache_time = None
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