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Update mcp_spaces_finder.py
Browse files- mcp_spaces_finder.py +90 -11
mcp_spaces_finder.py
CHANGED
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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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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_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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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
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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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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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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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def refresh_mcp_spaces():
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"""Clear cache to force refresh."""
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_finder.cache = None
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_finder.cache_time = None
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"""
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Simple HuggingFace MCP Spaces Finder Module - Corrected Version
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A minimal module to discover MCP servers on HuggingFace Spaces.
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Fixed to fetch ALL available MCP servers using proper pagination.
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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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class SimpleMCPFinder:
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"""Simple MCP spaces finder with caching and proper pagination."""
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def __init__(self, cache_duration: int = 300):
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self.cache = 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 ALL running MCP space IDs using proper pagination."""
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# Check cache
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if (self.cache 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 ALL MCP spaces...")
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# Get ALL MCP spaces by setting a much higher limit
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# The HF API supports pagination, so we set limit high enough to get all
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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=5000, # Increased from 1000 to capture all ~2500 spaces
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full=True
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))
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print(f"Found {len(space_ids)} MCP spaces")
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return space_ids
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def get_mcp_spaces_paginated(self) -> List[str]:
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"""Alternative method: Get ALL MCP spaces using explicit pagination if needed."""
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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 ALL MCP spaces with pagination...")
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all_space_ids = []
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limit_per_page = 1000
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# Keep fetching until we get all spaces
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# Note: HuggingFace API handles pagination internally with the iterator
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try:
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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=None, # No limit to get all
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full=True
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))
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all_space_ids = [space.id for space in spaces]
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except Exception as e:
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print(f"Error with unlimited fetch, trying with high limit: {e}")
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# Fallback to high limit
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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=5000, # High limit as fallback
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full=True
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))
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all_space_ids = [space.id for space in spaces]
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# Cache results
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self.cache = all_space_ids
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self.cache_time = time.time()
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print(f"Found {len(all_space_ids)} MCP spaces total")
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return all_space_ids
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# Global instance
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_finder = SimpleMCPFinder()
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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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allow_custom_value=True, # Allow users to type custom space IDs
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info="Choose from discovered MCP spaces or type a custom space ID"
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)
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# Create textbox to display selection
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def refresh_mcp_spaces():
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"""Clear cache to force refresh."""
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_finder.cache = None
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_finder.cache_time = None
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def test_space_exists(space_id: str) -> bool:
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"""Test if a specific space exists in our discovered list."""
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spaces = _finder.get_mcp_spaces()
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return space_id in spaces
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def debug_search_for_spaces(space_ids: List[str]):
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"""Debug function to check if specific spaces are found."""
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spaces = _finder.get_mcp_spaces()
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print(f"Total MCP spaces found: {len(spaces)}")
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for space_id in space_ids:
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if space_id in spaces:
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print(f"✅ Found: {space_id}")
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else:
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print(f"❌ Missing: {space_id}")
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# Show first 10 spaces for reference
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print(f"\nFirst 10 spaces found:")
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for i, space in enumerate(spaces[:10]):
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print(f" {i+1}. {space}")
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if __name__ == "__main__":
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# Test the specific spaces you mentioned
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test_spaces = [
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"ysharma/Kokoro-TTS-mcp-test",
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"ysharma/ltx-video-distilled",
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"ysharma/dalle-3-xl-lora-v2"
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]
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print("Testing MCP space discovery...")
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debug_search_for_spaces(test_spaces)
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