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.
7Maps never sells placement. Rankings come only from live checks and real use.
Spaces
4,172 match.
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_markdowndisaster_wire_mcp_list_active_disastersdisaster_wire_mcp_trigger_gpu_healthcheckdisaster_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_completenemotron_3_8b_demo_chatnemotron_3_8b_demo_chat_1nemotron_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_modeslm_estimator_toggle_calibrationslm_estimator_fetch_modelslm_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_uiqwen_image_2_1_uncensored_aio_loras_update_lora_selectionqwen_image_2_1_uncensored_aio_loras_generateqwen_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_analyzerabbitos_eeg_qwen_image_renderrabbitos_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_videowan2_2_i2v_v3__update_auto_lora_previewwan2_2_i2v_v3__update_auto_lora_preview_1wan2_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_audioTIGER_audio_extraction_separate_speakers_from_audioTIGER_audio_extraction_separate_dialog_effects_music_from_videoTIGER_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_factorsmcp_tool_http_generate_cheetah_imagemcp_tool_http_image_orientationmcp_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_videowan2_2_i2v_v3__update_auto_lora_previewwan2_2_i2v_v3__update_auto_lora_preview_1wan2_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_segmentationSAM3_Quby_run_video_segmentationSAM3_Quby_image_click_handlerSAM3_Quby__lambda_· on Hugging Face - awake, answering with tools x402Fizzl/x402-doctor · Health
4 tools at the last check:x402_doctor_check_x402_endpointx402_doctor_trust_recordx402_doctor_add_to_trust_indexx402_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_fngot_book_advisor_get_house_info_fngot_book_advisor_list_characters_fngot_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_videowan_i2v_milo__update_auto_lora_previewwan_i2v_milo__update_auto_lora_preview_1wan_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_videowan2_2_i2v_v3__update_auto_lora_previewwan2_2_i2v_v3__update_auto_lora_preview_1wan2_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_textcontext_course_text_processor_mcp_extract_keywordscontext_course_text_processor_mcp_check_reading_levelcontext_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_videowan2_2_i2v_v3__update_auto_lora_previewwan2_2_i2v_v3__update_auto_lora_preview_1wan2_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_seedZ_Image_Turbo_generate_imageZ_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_safetyQwen_Image_Edit_2511_LoRAs_Fast_inferQwen_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_safetyFireRed_Image_Edit_1_0_Fast_inferFireRed_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_imageFLUX_2_klein_9B_update_steps_from_modeFLUX_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_transcribewhisper_large_v3_transcribe_1whisper_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_processFramePack_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_imageFlux2_Klein_Face_Swap_face_swapFlux2_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_createMiniMax_Music3_Jam_generateMiniMax_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_imageLTX_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_seedZ_Image_Turbo_generate_imageZ_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_safetyFireRed_Image_Edit_1_0_Fast_inferFireRed_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_safetyQwen_Image_2_1_LoRAs_PnP_inferQwen_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_visibilitySuper_OCRs_Demo_toggle_ref_textSuper_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_uiqwen_image_2_1_uncensored_aio_loras_update_lora_selectionqwen_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_listLTX_2_5_runLTX_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_transcribeax_k2_raon_speech_demo_ask_audioax_k2_raon_speech_demo_speak· on Hugging Face - awake, answering with tools bstraehle/gaia · Documents and knowledge
3 tools at the last check:gaia_askgaia_update_file_linkgaia__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_choicesZ_Image_Turbo_generateZ_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_listMiniMax_H3_runMiniMax_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_referencemeanvc2_voice_conversion_run_live_sessionmeanvc2_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_generatesensenova_u1_infographic_v3_generate_1sensenova_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_streamPOINTS_Reader_OCR_generate_and_preview_pdfPOINTS_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_safetyQwen_Image_Edit_2511_Custom_inferQwen_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_voiceming_3_tts_05b_design_voiceming_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_seedZ_Image_generate_imageZ_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_promptwordvoice_tts_transcribe_prompt_1wordvoice_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_generatefasth3_4step_preview_demo_statusfasth3_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_generatewan_video_api_healthwan_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_seedZ_Image_Turbo_generate_imageZ_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_benchqwen_image_2_1_prompt_enhancer_bench_i2iqwen_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_playzing_0_5_world_model_steerzing_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_documentMonkeyOCRv2__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_safetyQwen_Image_Edit_2511_LoRAs_Fast_inferQwen_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_imageFLUX_2_klein_9B_update_steps_from_modeFLUX_2_klein_9B_infer· on Hugging Face
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:
[](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.