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Hugging Face MCP Spaces, live

Every public Hugging Face Space that serves MCP tools, with its state right now: awake, asleep or unavailable, and the tools from the last time it was seen awake.

9,404Spaces on the map
4,256awake
2,628asleep
2,520unavailable

States from the Hugging Face API, read 2026-11-14 21:05 UTC. An asleep Space is not down: the first call wakes it and takes time.

7Maps never sells placement. Rankings come only from live checks and real use.

Spaces

9,404 match.

All Awake Asleep Unavailable

Any category Bookings and appointments Online store and commerce CRM and sales Data, search and analytics Developer tools and code Documents and knowledge Health Legal and compliance Marketing, email and messaging Other Payments and finance Real estate Travel and hospitality

  • jkorstad/m3d-gltf-mcp · Documents and knowledge
    4 tools when last seen awake, 2026-11-10: m3d_gltf_mcp_validate m3d_gltf_mcp_inspect m3d_gltf_mcp_rig_check m3d_gltf_mcp_stats · on Hugging Face
  • MCP-1st-Birthday/google-books-mcp · Bookings and appointments
    4 tools when last seen awake, 2026-11-09: google_books_mcp_search_books google_books_mcp_get_book_by_id google_books_mcp_search_book_by_title_author google_books_mcp_get_book_metadata_batch · on Hugging Face
  • meronmuche/SAM3-snid · Documents and knowledge
    4 tools at the last check: SAM3_snid_run_image_segmentation SAM3_snid_run_video_segmentation SAM3_snid_image_click_handler SAM3_snid__lambda_ · on Hugging Face
  • Pablo2815/wan2-2-i2v-v3 · Documents and knowledge
    4 tools when last seen awake, 2026-11-06: wan2_2_i2v_v3_generate_video wan2_2_i2v_v3__update_auto_lora_preview wan2_2_i2v_v3__update_auto_lora_preview_1 wan2_2_i2v_v3_extract_frame · on Hugging Face
  • papavor/AnimaStudio · Documents and knowledge
    4 tools when last seen awake, 2026-11-12: AnimaStudio_generate AnimaStudio__toggle_input_mode AnimaStudio_dub_video AnimaStudio_switch_language · on Hugging Face
  • rafathsn/mcp_evidence_server · Documents and knowledge
    4 tools when last seen awake, 2026-11-12: mcp_evidence_server_read_document_tool mcp_evidence_server__wrap_image_for_tool mcp_evidence_server_analyze_image_base64_tool mcp_evidence_server_parse_email_thread_tool · on Hugging Face
  • redsat/OCR · Other
    4 tools at the last check: OCR_noop OCR_noop_1 OCR_run_ocr OCR_load_example_data · on Hugging Face
  • salihfurkaan/auto-data-analyst · Documents and knowledge
    4 tools when last seen awake, 2026-11-11: auto_data_analyst_chat_response auto_data_analyst_process_data_wrapper auto_data_analyst_process_data_wrapper_1 auto_data_analyst_load_example · on Hugging Face
  • SilanLee/imagetotext · Other
    4 tools when last seen awake, 2026-11-08: imagetotext_noop imagetotext_noop_1 imagetotext_run_router imagetotext_load_example_data · on Hugging Face
  • thilanC/SAM3-Demo · Documents and knowledge
    4 tools when last seen awake, 2026-11-09: SAM3_Demo_run_image_segmentation SAM3_Demo_run_video_segmentation SAM3_Demo_image_click_handler SAM3_Demo__lambda_ · on Hugging Face
  • Yu-and-Ai/kingdom-door · Other
    4 tools when last seen awake, 2026-11-11: kingdom_door_hall_doors kingdom_door_party_feed kingdom_door_witness_feed kingdom_door_love_fragments_manifest · on Hugging Face
  • MCP-1st-Birthday/NeatNote · Documents and knowledge
    3 tools when last seen awake, 2026-11-12: NeatNote_cluster_notes_dynamic NeatNote_convert_structure_to_markdown NeatNote_generate_minimal_google_font_html · on Hugging Face
  • qchapp/pystackreg-app · Documents and knowledge
    3 tools when last seen awake, 2026-11-10: pystackreg_app__mcp_align_stack_to_reference pystackreg_app__mcp_align_stack_to_stack pystackreg_app__mcp_align_frame_to_frame · on Hugging Face
  • MCP-1st-Birthday/ML-Starter · Data, search and analytics
    3 tools at the last check: ML_Starter_list_items ML_Starter_semantic_search ML_Starter_get_code · on Hugging Face
  • SudoRmRfMe/Qwen-Image-2.1-LoRAs-PnP · Marketing, email and messaging
    3 tools when last seen awake, 2026-11-10: Qwen_Image_2_1_LoRAs_PnP_check_safety Qwen_Image_2_1_LoRAs_PnP_infer Qwen_Image_2_1_LoRAs_PnP_load_example · on Hugging Face
  • AI-Agent-Exercise-2025/DataDiagnosis_v02 · Other
    3 tools when last seen awake, 2026-11-11: DataDiagnosis_v02_generate_threshold_table DataDiagnosis_v02_update_thresholds DataDiagnosis_v02_diagnose · on Hugging Face
  • aijedi09/text-processor-mcp · Other
    3 tools when last seen awake, 2026-11-10: text_processor_mcp_analyze_text text_processor_mcp_extract_keywords text_processor_mcp_check_reading_level · on Hugging Face
  • carlos-mancillas/text-processor-mcp · Other
    3 tools when last seen awake, 2026-11-06: text_processor_mcp_analyze_text text_processor_mcp_extract_keywords text_processor_mcp_check_reading_level · on Hugging Face
  • DinaDv/Z-Image-Turbo · Other
    3 tools at the last check: Z_Image_Turbo_toggle_seed Z_Image_Turbo_generate_image Z_Image_Turbo_generate_image_1 · on Hugging Face
  • edbons/text-processor-mcp · Other
    3 tools when last seen awake, 2026-11-06: text_processor_mcp_analyze_text text_processor_mcp_extract_keywords text_processor_mcp_check_reading_level · on Hugging Face
  • foodmasteryhub/sgaja · Other
    3 tools at the last check: sgaja_toggle_seed sgaja_generate_image sgaja_generate_image_1 · on Hugging Face
  • georgypv/hf-learning · Other
    3 tools when last seen awake, 2026-11-09: hf_learning_analyze_text hf_learning_reverse_text hf_learning_count_vowels · on Hugging Face
  • Givemefood/pvt-LTX-2.5 · Documents and knowledge
    3 tools at the last check: pvt_LTX_2_5_set_dims_from_image pvt_LTX_2_5__lambda_ pvt_LTX_2_5_run · on Hugging Face
  • gonzalez16/remove_background_img · Documents and knowledge
    3 tools when last seen awake, 2026-11-09: remove_background_img_fn remove_background_img_fn_1 remove_background_img_process_file · on Hugging Face
  • henokyemam/gradio_test · Other
    3 tools when last seen awake, 2026-11-10: gradio_test_analyze_text gradio_test_extract_keywords gradio_test_check_reading_level · on Hugging Face
  • hugging-apps/fasth3-qad-v2-2 · Data, search and analytics
    3 tools at the last check: fasth3_qad_v2_2_generate fasth3_qad_v2_2_status fasth3_qad_v2_2_selftest · on Hugging Face
  • jasfn/qwen-image-2.1-uncensored-aio-loras · Documents and knowledge
    3 tools when last seen awake, 2026-11-10: qwen_image_2_1_uncensored_aio_loras_update_mode_ui qwen_image_2_1_uncensored_aio_loras_update_lora_selection qwen_image_2_1_uncensored_aio_loras_generate · on Hugging Face
  • Juanmartinezsanchez9/whisper-large-v3 · Documents and knowledge
    3 tools at the last check: whisper_large_v3_transcribe whisper_large_v3_transcribe_1 whisper_large_v3_yt_transcribe · on Hugging Face
  • Kimty/text-processor-mcp · Other
    3 tools when last seen awake, 2026-11-08: text_processor_mcp_analyze_text text_processor_mcp_extract_keywords text_processor_mcp_check_reading_level · on Hugging Face
  • longtimes2023/LTX-2.5 · Documents and knowledge
    3 tools when last seen awake, 2026-11-11: LTX_2_5_set_dims_from_image LTX_2_5__lambda_ LTX_2_5_run · on Hugging Face
  • myarenaosx/LTX-2.5 · Documents and knowledge
    3 tools when last seen awake, 2026-11-11: LTX_2_5_set_dims_from_image LTX_2_5__lambda_ LTX_2_5_run · on Hugging Face
  • r0m4k/text-processor-map · Other
    3 tools when last seen awake, 2026-11-10: text_processor_map_analyze_text text_processor_map_extract_keywords text_processor_map_check_reading_level · on Hugging Face
  • Sarah-okeson/Qwen-Image-Edit-2511-LoRAs-Fast · Marketing, email and messaging
    3 tools at the last check: Qwen_Image_Edit_2511_LoRAs_Fast_check_safety Qwen_Image_Edit_2511_LoRAs_Fast_infer Qwen_Image_Edit_2511_LoRAs_Fast_load_example · on Hugging Face
  • sbsteam2000/ltx-2.5-demo · Documents and knowledge
    3 tools when last seen awake, 2026-11-13: ltx_2_5_demo_set_dims_from_image ltx_2_5_demo__lambda_ ltx_2_5_demo_run · on Hugging Face
  • susuland/Susulan · Documents and knowledge
    3 tools at the last check: Susulan_set_dims_from_image Susulan__lambda_ Susulan_run · on Hugging Face
  • velazquez3/scaxznoeuiv · Documents and knowledge
    3 tools when last seen awake, 2026-11-10: scaxznoeuiv_on_language_change scaxznoeuiv_generate_tts_audio scaxznoeuiv_update_char_count · on Hugging Face
  • Xaled/LTX-2.5-Demo · Documents and knowledge
    3 tools at the last check: LTX_2_5_Demo_set_dims_from_image LTX_2_5_Demo__lambda_ LTX_2_5_Demo_run · on Hugging Face
  • Yu-and-Ai/gerald-agent-porch · Marketing, email and messaging
    3 tools at the last check: gerald_agent_porch_welcome gerald_agent_porch_tea gerald_agent_porch_pact · on Hugging Face
  • zenovaflow/ltx-2.5-demo · Documents and knowledge
    3 tools when last seen awake, 2026-11-11: ltx_2_5_demo_set_dims_from_image ltx_2_5_demo__lambda_ ltx_2_5_demo_run · on Hugging Face
  • ZhengmingYu/dmad · Other
    2 tools at the last check: dmad_generate dmad_generate_1 · on Hugging Face
  • hugging-apps/fasth3-8step-v2-demo · Data, search and analytics
    2 tools at the last check: fasth3_8step_v2_demo_generate fasth3_8step_v2_demo_status · on Hugging Face
  • not-lain/ggwave · Documents and knowledge
    2 tools when last seen awake, 2026-11-12: ggwave_encode_text_to_audio ggwave_decode_audio_to_text · on Hugging Face
  • nharshavardhana/mcp-ecoscope · Real estate
    2 tools at the last check: mcp_ecoscope_get_species_for_place mcp_ecoscope_get_species_info · on Hugging Face
  • hugging-apps/sefi-image-5b-turbo · Other
    2 tools at the last check: sefi_image_5b_turbo_generate sefi_image_5b_turbo_generate_1 · on Hugging Face
  • hugging-apps/xiaomi-robotics-u0-4b-demo · Documents and knowledge
    2 tools when last seen awake, 2026-11-11: xiaomi_robotics_u0_4b_demo_text_to_image xiaomi_robotics_u0_4b_demo_edit_image · on Hugging Face
  • khanbrlr/Qwen-Image-Edit-2511-AnyPose · Documents and knowledge
    2 tools when last seen awake, 2026-11-10: Qwen_Image_Edit_2511_AnyPose_infer Qwen_Image_Edit_2511_AnyPose_use_output_as_input · on Hugging Face
  • opt-nc/avps · Data, search and analytics
    2 tools when last seen awake, 2026-11-07: avps_on_card_click avps_search_avps · on Hugging Face
  • ParthDevAI/maya1 · CRM and sales
    2 tools at the last check: maya1_preset_selected maya1_generate_speech · on Hugging Face
  • pere0133/campus-tour-vision · Documents and knowledge
    2 tools when last seen awake, 2026-11-10: campus_tour_vision_describe campus_tour_vision_describe_surroundings · on Hugging Face
  • SealesEmpire/wan2-2-fp8da-aoti-preview · Documents and knowledge
    2 tools when last seen awake, 2026-11-10: wan2_2_fp8da_aoti_preview_generate_video wan2_2_fp8da_aoti_preview_extract_frame · on Hugging Face

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How 7Maps checks a Space

7Maps reads each Space's state from the public Hugging Face API, which never starts a Space. It sends its own check (the standard MCP connection requests, never a tool call) only to a Space that is already awake, and not so often that its checks alone would keep a Space from falling asleep. It never wakes a sleeping Space.

Asleep never counts as down in uptime. A wake time is shown only when real agent calls observed one, rounded.

A badge for your Space

Space owners can show the live state in a README. Replace owner/space with your Space id:

[![7Maps](https://7it.co.il/7maps/badge/hf/owner/space.svg)](https://7it.co.il/7maps/hugging-face/)

It reads "awake", "asleep" (with a rounded wake time once agents observed one) or "unavailable". Every Space also has its own page on 7Maps with its tools and history. For server owners.

7Maps by 7IT maps the MCP servers AI agents use, from public listings. Observations with a date, not a judgement. Methodology · How we collect, and opting out.

Every 7Maps day is signed and chained to the day before.Verify in your browser