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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
4,172awake
2,701asleep
2,531unavailable

States from the Hugging Face API, read 2026-11-14 04:05 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

4,172 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

  • awake, answering with tools sukriramli/disaster-wire-mcp · Other
    4 tools at the last check: disaster_wire_mcp_render_feed_markdown disaster_wire_mcp_list_active_disasters disaster_wire_mcp_trigger_gpu_healthcheck disaster_wire_mcp_render_feed_markdown_1 · on Hugging Face
  • awake Suruj0001/nemotron-3-8b-demo · Documents and knowledge
    4 tools when last seen awake, 2026-11-10: nemotron_3_8b_demo_complete nemotron_3_8b_demo_chat nemotron_3_8b_demo_chat_1 nemotron_3_8b_demo__lambda_ · on Hugging Face
  • awake, answering with tools Sushovan/slm-estimator · Other
    4 tools at the last check: slm_estimator_toggle_input_mode slm_estimator_toggle_calibration slm_estimator_fetch_model slm_estimator_compute · on Hugging Face
  • awake, answering with tools thatsparks/qwen-image-2.1-uncensored-aio-loras · Documents and knowledge
    4 tools at the last check: 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 qwen_image_2_1_uncensored_aio_loras__check_login_status · on Hugging Face
  • awake, answering with tools Therealsickonechase-bit/rabbitos-eeg-qwen-image · Documents and knowledge
    4 tools at the last check: rabbitos_eeg_qwen_image__lambda_ rabbitos_eeg_qwen_image_analyze rabbitos_eeg_qwen_image_render rabbitos_eeg_qwen_image_generate_from_state · on Hugging Face
  • awake, answering with tools Try5eeeerrr/wan2-2-i2v-v3 · Documents and knowledge
    4 tools at the last check: 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
  • awake, answering with tools tsi-org/TIGER-audio-extraction · Documents and knowledge
    4 tools at the last check: TIGER_audio_extraction_separate_dialog_effects_music_from_audio TIGER_audio_extraction_separate_speakers_from_audio TIGER_audio_extraction_separate_dialog_effects_music_from_video TIGER_audio_extraction_separate_speakers_from_video · on Hugging Face
  • awake, answering with tools vinhnguyen0129/mcp-tool-http · Documents and knowledge
    4 tools at the last check: mcp_tool_http_prime_factors mcp_tool_http_generate_cheetah_image mcp_tool_http_image_orientation mcp_tool_http_sepia · on Hugging Face
  • awake, answering with tools wcbctry078/wan2-2-i2v-v3 · Documents and knowledge
    4 tools at the last check: 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
  • awake, answering with tools webpresale/SAM3-Quby · Documents and knowledge
    4 tools at the last check: SAM3_Quby_run_image_segmentation SAM3_Quby_run_video_segmentation SAM3_Quby_image_click_handler SAM3_Quby__lambda_ · on Hugging Face
  • awake, answering with tools x402Fizzl/x402-doctor · Health
    4 tools at the last check: x402_doctor_check_x402_endpoint x402_doctor_trust_record x402_doctor_add_to_trust_index x402_doctor_x402_market_health · on Hugging Face
  • awake, answering with tools yong2033/got-book-advisor · Bookings and appointments
    4 tools at the last check: got_book_advisor_get_house_motto_fn got_book_advisor_get_house_info_fn got_book_advisor_list_characters_fn got_book_advisor_ask_question · on Hugging Face
  • awake, answering with tools Yusef709/wan-i2v-milo · Documents and knowledge
    4 tools at the last check: wan_i2v_milo_generate_video wan_i2v_milo__update_auto_lora_preview wan_i2v_milo__update_auto_lora_preview_1 wan_i2v_milo_extract_frame · on Hugging Face
  • awake zalan500/wan2-2-i2v-v3 · Documents and knowledge
    4 tools when last seen awake, 2026-11-10: 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
  • awake, answering with tools zautomation/context-course-text-processor-mcp · Other
    4 tools at the last check: context_course_text_processor_mcp_analyze_text context_course_text_processor_mcp_extract_keywords context_course_text_processor_mcp_check_reading_level context_course_text_processor_mcp_reverse_text · on Hugging Face
  • awake, answering with tools ziqroyal/wan2-2-i2v-v3 · Documents and knowledge
    4 tools at the last check: 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
  • awake, answering with tools mrfakename/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
  • awake, answering with tools prithivMLmods/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
  • awake, answering with tools prithivMLmods/FireRed-Image-Edit-1.0-Fast · Marketing, email and messaging
    3 tools at the last check: FireRed_Image_Edit_1_0_Fast_check_safety FireRed_Image_Edit_1_0_Fast_infer FireRed_Image_Edit_1_0_Fast_load_example · on Hugging Face
  • awake, answering with tools black-forest-labs/FLUX.2-klein-9B · Documents and knowledge
    3 tools at the last check: FLUX_2_klein_9B_update_dimensions_from_image FLUX_2_klein_9B_update_steps_from_mode FLUX_2_klein_9B_infer · on Hugging Face
  • awake, answering with tools hf-audio/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
  • awake, answering with tools linoyts/FramePack-F1 · Documents and knowledge
    3 tools at the last check: FramePack_F1__lambda_ FramePack_F1_process FramePack_F1_end_process · on Hugging Face
  • awake, answering with tools laruss5/Flux2-Klein-Face-Swap · Documents and knowledge
    3 tools at the last check: Flux2_Klein_Face_Swap_update_dimensions_from_image Flux2_Klein_Face_Swap_face_swap Flux2_Klein_Face_Swap_face_swap_1 · on Hugging Face
  • awake, answering with tools victor/MiniMax-Music3-Jam · Marketing, email and messaging
    3 tools at the last check: MiniMax_Music3_Jam_create MiniMax_Music3_Jam_generate MiniMax_Music3_Jam_community · on Hugging Face
  • awake, answering with tools Lightricks/LTX-2.5 · Documents and knowledge
    3 tools at the last check: LTX_2_5_set_dims_from_image LTX_2_5__lambda_ LTX_2_5_run · on Hugging Face
  • awake, answering with tools laruss5/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
  • awake, answering with tools geceff1/FireRed-Image-Edit-1.0-Fast · Marketing, email and messaging
    3 tools at the last check: FireRed_Image_Edit_1_0_Fast_check_safety FireRed_Image_Edit_1_0_Fast_infer FireRed_Image_Edit_1_0_Fast_load_example · on Hugging Face
  • awake, answering with tools prithivMLmods/Qwen-Image-2.1-LoRAs-PnP · CRM and sales
    3 tools at the last check: 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
  • awake, answering with tools prithivMLmods/Super-OCRs-Demo · Documents and knowledge
    3 tools at the last check: Super_OCRs_Demo_update_visibility Super_OCRs_Demo_toggle_ref_text Super_OCRs_Demo_run_model · on Hugging Face
  • awake, answering with tools Daankular/qwen-image-2.1-uncensored-aio-loras · Documents and knowledge
    3 tools at the last check: 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
  • awake, answering with tools RioShiina/LTX-2.5 · Data, search and analytics
    3 tools at the last check: LTX_2_5_get_task_list LTX_2_5_run LTX_2_5_get_task_status · on Hugging Face
  • awake, answering with tools KRAFTON/ax-k2-raon-speech-demo · Documents and knowledge
    3 tools at the last check: ax_k2_raon_speech_demo_transcribe ax_k2_raon_speech_demo_ask_audio ax_k2_raon_speech_demo_speak · on Hugging Face
  • awake, answering with tools bstraehle/gaia · Documents and knowledge
    3 tools at the last check: gaia_ask gaia_update_file_link gaia__check_login_status · on Hugging Face
  • awake, answering with tools cpuai/Z-Image-Turbo · Documents and knowledge
    3 tools at the last check: Z_Image_Turbo_update_res_choices Z_Image_Turbo_generate Z_Image_Turbo_get_model_status · on Hugging Face
  • awake, answering with tools RioShiina/MiniMax-H3 · Data, search and analytics
    3 tools at the last check: MiniMax_H3_get_task_list MiniMax_H3_run MiniMax_H3_get_task_status · on Hugging Face
  • awake, answering with tools hugging-apps/meanvc2-voice-conversion · Documents and knowledge
    3 tools at the last check: meanvc2_voice_conversion_prep_live_reference meanvc2_voice_conversion_run_live_session meanvc2_voice_conversion_convert · on Hugging Face
  • awake, answering with tools sensenova/sensenova-u1-infographic-v3 · Documents and knowledge
    3 tools at the last check: sensenova_u1_infographic_v3_generate sensenova_u1_infographic_v3_generate_1 sensenova_u1_infographic_v3_edit · on Hugging Face
  • awake, answering with tools prithivMLmods/POINTS-Reader-OCR · Documents and knowledge
    3 tools at the last check: POINTS_Reader_OCR_process_document_stream POINTS_Reader_OCR_generate_and_preview_pdf POINTS_Reader_OCR_clear_all_outputs · on Hugging Face
  • awake, answering with tools a333ffff/Qwen-Image-Edit-2511-Custom · Other
    3 tools at the last check: Qwen_Image_Edit_2511_Custom_check_safety Qwen_Image_Edit_2511_Custom_infer Qwen_Image_Edit_2511_Custom_load_example · on Hugging Face
  • awake, answering with tools hugging-apps/ming-3-tts-05b · Documents and knowledge
    3 tools at the last check: ming_3_tts_05b_clone_voice ming_3_tts_05b_design_voice ming_3_tts_05b_builtin_voice · on Hugging Face
  • awake, answering with tools mrfakename/Z-Image · Other
    3 tools at the last check: Z_Image_toggle_seed Z_Image_generate_image Z_Image_generate_image_1 · on Hugging Face
  • awake, answering with tools XXH333/wordvoice-tts · Documents and knowledge
    3 tools at the last check: wordvoice_tts_transcribe_prompt wordvoice_tts_transcribe_prompt_1 wordvoice_tts_synthesize · on Hugging Face
  • awake hugging-apps/fasth3-4step-preview-demo · Data, search and analytics
    3 tools when last seen awake, 2026-11-10: fasth3_4step_preview_demo_generate fasth3_4step_preview_demo_status fasth3_4step_preview_demo_selftest · on Hugging Face
  • awake, answering with tools numanajmal0/wan-video-api · Health
    3 tools at the last check: wan_video_api_generate wan_video_api_health wan_video_api_list_models · on Hugging Face
  • awake, answering with tools akhaliq/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
  • awake, answering with tools hugging-apps/qwen-image-2-1-prompt-enhancer · Other
    3 tools at the last check: qwen_image_2_1_prompt_enhancer_bench qwen_image_2_1_prompt_enhancer_bench_i2i qwen_image_2_1_prompt_enhancer_enhance · on Hugging Face
  • awake, answering with tools seedleap/zing-0-5-world-model · Other
    3 tools at the last check: zing_0_5_world_model_play zing_0_5_world_model_steer zing_0_5_world_model_stop · on Hugging Face
  • awake, answering with tools zenosai/MonkeyOCRv2 · Documents and knowledge
    3 tools at the last check: MonkeyOCRv2__lambda_ MonkeyOCRv2_parse_document MonkeyOCRv2__lambda__1 · on Hugging Face
  • awake, answering with tools NeoLeoLP/Qwen-Image-Edit-2511-LoRAs-Fast · Other
    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
  • awake, answering with tools Dishku/FLUX.2-klein-9B · Documents and knowledge
    3 tools at the last check: FLUX_2_klein_9B_update_dimensions_from_image FLUX_2_klein_9B_update_steps_from_mode FLUX_2_klein_9B_infer · 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