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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 iromu/Qwen3-0.6B-tools · CRM and sales
    4 tools at the last check: Qwen3_0_6B_tools__lambda_ Qwen3_0_6B_tools__lambda__1 Qwen3_0_6B_tools__lambda__2 Qwen3_0_6B_tools_run_task · on Hugging Face
  • awake, answering with tools javier233455/qwen-qwen-image-2-1-turbo · Documents and knowledge
    4 tools at the last check: qwen_qwen_image_2_1_turbo_api_start qwen_qwen_image_2_1_turbo_api_next qwen_qwen_image_2_1_turbo_api_resume qwen_qwen_image_2_1_turbo_generate_image · on Hugging Face
  • awake, answering with tools jdhart81/contour-alley-designer · Data, search and analytics
    4 tools at the last check: contour_alley_designer_list_example_fields contour_alley_designer_design_field contour_alley_designer_compare_example_designs contour_alley_designer_get_design_report · on Hugging Face
  • awake, answering with tools JEYASEKHAR/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 jinguotianxin/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 jrhode666/embeddinggemma-2-explorer · Data, search and analytics
    4 tools at the last check: embeddinggemma_2_explorer_cross_modal_search embeddinggemma_2_explorer_text_search embeddinggemma_2_explorer_similarity_matrix embeddinggemma_2_explorer_embed · on Hugging Face
  • awake, answering with tools junma/automsc-dataset001-petwb-lung · Data, search and analytics
    4 tools at the last check: automsc_dataset001_petwb_lung_on_dataset_change automsc_dataset001_petwb_lung__lambda_ automsc_dataset001_petwb_lung__lambda__1 automsc_dataset001_petwb_lung_run_inference · on Hugging Face
  • awake, answering with tools junma/automsc-dataset003-bmlmps-t1ce · Data, search and analytics
    4 tools at the last check: automsc_dataset003_bmlmps_t1ce_on_dataset_change automsc_dataset003_bmlmps_t1ce__lambda_ automsc_dataset003_bmlmps_t1ce__lambda__1 automsc_dataset003_bmlmps_t1ce_run_inference · on Hugging Face
  • awake, answering with tools junma/automsc-dataset004-brainmets · Data, search and analytics
    4 tools at the last check: automsc_dataset004_brainmets_on_dataset_change automsc_dataset004_brainmets__lambda_ automsc_dataset004_brainmets__lambda__1 automsc_dataset004_brainmets_run_inference · on Hugging Face
  • awake, answering with tools junma/automsc-dataset005-mu-glioma-post · Data, search and analytics
    4 tools at the last check: automsc_dataset005_mu_glioma_post_on_dataset_change automsc_dataset005_mu_glioma_post__lambda_ automsc_dataset005_mu_glioma_post__lambda__1 automsc_dataset005_mu_glioma_post_run_inference · on Hugging Face
  • awake, answering with tools junma/automsc-dataset006-jsc-ucsd-ptgb · Data, search and analytics
    4 tools at the last check: automsc_dataset006_jsc_ucsd_ptgb_on_dataset_change automsc_dataset006_jsc_ucsd_ptgb__lambda_ automsc_dataset006_jsc_ucsd_ptgb__lambda__1 automsc_dataset006_jsc_ucsd_ptgb_run_inference · on Hugging Face
  • awake, answering with tools junma/automsc-dataset009-luna25 · Data, search and analytics
    4 tools at the last check: automsc_dataset009_luna25_on_dataset_change automsc_dataset009_luna25__lambda_ automsc_dataset009_luna25__lambda__1 automsc_dataset009_luna25_run_inference · on Hugging Face
  • awake, answering with tools kimchi-ai/SAM3 · Documents and knowledge
    4 tools at the last check: SAM3_run_image_segmentation SAM3_run_video_segmentation SAM3_image_click_handler SAM3__lambda_ · on Hugging Face
  • awake, answering with tools kpidaparty/physical-ai-supply-planning · Online store and commerce
    4 tools at the last check: physical_ai_supply_planning_executive_brief physical_ai_supply_planning_explain_forecast physical_ai_supply_planning_products physical_ai_supply_planning_event_scenario · on Hugging Face
  • awake, answering with tools madsse/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 maltebarth/board-game-mcp · Data, search and analytics
    4 tools at the last check: board_game_mcp_search board_game_mcp_get_game_details board_game_mcp_get_hot_games board_game_mcp_get_similar_games_v2 · on Hugging Face
  • awake manasdhir04/topic-translation-batch · Documents and knowledge
    4 tools when last seen awake, 2026-11-10: topic_translation_batch_submit_batch topic_translation_batch_check_status topic_translation_batch_list_recent_jobs topic_translation_batch_download_results · on Hugging Face
  • awake, answering with tools Manu-Koushik/tafsut-forecast-demo · Documents and knowledge
    4 tools at the last check: tafsut_forecast_demo__adaptive_history_slider tafsut_forecast_demo__adaptive_history_slider_1 tafsut_forecast_demo_run_forecast tafsut_forecast_demo_run_forecast_1 · on Hugging Face
  • awake, answering with tools marlonbarrios/molmomotion · Documents and knowledge
    4 tools at the last check: molmomotion_preview_input molmomotion_predict_trajectory molmomotion_ask_molmo molmomotion__show_mode · on Hugging Face
  • awake, answering with tools MaxLotus/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 Monsibd/monsitools-calculators · Documents and knowledge
    4 tools when last seen awake, 2026-11-10: monsitools_calculators_search_calculators monsitools_calculators_search_calculators_1 monsitools_calculators_describe_calculator monsitools_calculators_describe_calculator_1 · on Hugging Face
  • awake, answering with tools Mr-Brown-67/Video · Documents and knowledge
    4 tools at the last check: Video_profile_settings Video_swap_images Video_generate_video Video_extract_frame · on Hugging Face
  • awake, answering with tools mstevensjerkface/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 murtadha9/text-to-voice · Documents and knowledge
    4 tools at the last check: text_to_voice_toggle_mode_fields text_to_voice_synthesize_speech text_to_voice_preview_segments text_to_voice_switch_language · on Hugging Face
  • awake, answering with tools NeuroAgentAI/eyeWalker-v1 · Documents and knowledge
    4 tools at the last check: eyeWalker_v1_load_demo eyeWalker_v1__lambda_ eyeWalker_v1_process_image eyeWalker_v1__lambda__1 · on Hugging Face
  • awake, answering with tools nexainfra/nexa-wan2-2-i2v-v3 · Documents and knowledge
    4 tools at the last check: nexa_wan2_2_i2v_v3_generate_video nexa_wan2_2_i2v_v3__update_auto_lora_preview nexa_wan2_2_i2v_v3__update_auto_lora_preview_1 nexa_wan2_2_i2v_v3_extract_frame · on Hugging Face
  • awake, answering with tools nlopes90/kimi-tester · Legal and compliance
    4 tools at the last check: kimi_tester_generate_tests kimi_tester_find_edge_cases kimi_tester_generate_integration_tests kimi_tester_test_strategy · on Hugging Face
  • awake, answering with tools oravianando/glm-5-3-playground · Documents and knowledge
    4 tools at the last check: glm_5_3_playground_respond glm_5_3_playground_clear_chat glm_5_3_playground_show_user glm_5_3_playground__check_login_status · on Hugging Face
  • awake, answering with tools papavor/AnimaStudio · Documents and knowledge
    4 tools at the last check: AnimaStudio_generate AnimaStudio__toggle_input_mode AnimaStudio_dub_video AnimaStudio_switch_language · on Hugging Face
  • awake, answering with tools PBlok516/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 pexxy098/wan2-2 · Documents and knowledge
    4 tools when last seen awake, 2026-11-10: wan2_2_generate_video wan2_2__update_auto_lora_preview wan2_2__update_auto_lora_preview_1 wan2_2_extract_frame · on Hugging Face
  • awake, answering with tools piggyyuzai/GLM-5.3-Flash-Vision · Other
    4 tools at the last check: GLM_5_3_Flash_Vision_respond GLM_5_3_Flash_Vision_respond_1 GLM_5_3_Flash_Vision_reset_conversation GLM_5_3_Flash_Vision__check_login_status · on Hugging Face
  • awake, answering with tools Premkishor0007/sam2-image-segmentation · Documents and knowledge
    4 tools at the last check: sam2_image_segmentation_on_image_select sam2_image_segmentation_on_undo sam2_image_segmentation_on_clear sam2_image_segmentation_handle_segment_everything · on Hugging Face
  • awake, answering with tools Pxeim/GLM-OCR-361 · Other
    4 tools at the last check: GLM_OCR_361_noop GLM_OCR_361_noop_1 GLM_OCR_361_run_router GLM_OCR_361_load_example_data · on Hugging Face
  • awake, answering with tools rafaelfrancisco/text-processor-mcp · Other
    4 tools at the last check: text_processor_mcp_analyze_text text_processor_mcp_extract_keywords text_processor_mcp_check_reading_level text_processor_mcp_reverse_text · on Hugging Face
  • awake, answering with tools Really101/wan2-2-i2v-v3-fixed · Documents and knowledge
    4 tools at the last check: wan2_2_i2v_v3_fixed_generate_video wan2_2_i2v_v3_fixed__update_auto_lora_preview wan2_2_i2v_v3_fixed__update_auto_lora_preview_1 wan2_2_i2v_v3_fixed_extract_frame · on Hugging Face
  • awake, answering with tools redsat/OCR · Other
    4 tools at the last check: OCR_noop OCR_noop_1 OCR_run_ocr OCR_load_example_data · on Hugging Face
  • awake, answering with tools Ricrichard/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 rinabuoy/biz-gov-kh-mcp · Data, search and analytics
    4 tools at the last check: biz_gov_kh_mcp_search_graph biz_gov_kh_mcp_hybrid_search biz_gov_kh_mcp_run_cypher_query biz_gov_kh_mcp_get_graph_schema · on Hugging Face
  • awake, answering with tools rinabuoy/EGD-MCP · Data, search and analytics
    4 tools at the last check: EGD_MCP_search_graph EGD_MCP_hybrid_search EGD_MCP_run_cypher_query EGD_MCP_get_graph_schema · on Hugging Face
  • awake, answering with tools robertbschuette/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 SaadKazmi/decisionkit-laya · Online store and commerce
    4 tools at the last check: decisionkit_laya_decide decisionkit_laya_decide_batch decisionkit_laya_decide_gpu decisionkit_laya__check_login_status · on Hugging Face
  • awake, answering with tools Sabidhaq111/Gemory-26B-A4B-Demo · Documents and knowledge
    4 tools at the last check: Gemory_26B_A4B_Demo__lambda_ Gemory_26B_A4B_Demo_user_turn Gemory_26B_A4B_Demo_bot_turn Gemory_26B_A4B_Demo__lambda__1 · on Hugging Face
  • awake, answering with tools SachaDee/Dream-wan2-2-fp8da-aoti-preview-2 · Documents and knowledge
    4 tools at the last check: Dream_wan2_2_fp8da_aoti_preview_2_profile_settings Dream_wan2_2_fp8da_aoti_preview_2_swap_images Dream_wan2_2_fp8da_aoti_preview_2_generate_video Dream_wan2_2_fp8da_aoti_preview_2_extract_frame · on Hugging Face
  • awake, answering with tools SeymourFroyo/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 SharpMeow/afv-fibers · Documents and knowledge
    4 tools at the last check: afv_fibers_list_scans afv_fibers_example_points afv_fibers_fibers_box afv_fibers_look · on Hugging Face
  • awake, answering with tools shrnik/SAM3-Demo · Documents and knowledge
    4 tools at the last check: SAM3_Demo_run_image_segmentation SAM3_Demo_run_video_segmentation SAM3_Demo_image_click_handler SAM3_Demo__lambda_ · on Hugging Face
  • awake, answering with tools silf563/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_clear_all_inputs qwen_image_2_1_uncensored_aio_loras_generate · on Hugging Face
  • awake, answering with tools SkyCaptain85/minimax-h3-demo · Developer tools and code
    4 tools at the last check: minimax_h3_demo_apply_template minimax_h3_demo_build_prompt minimax_h3_demo_generate_video minimax_h3_demo__lambda_ · on Hugging Face
  • awake, answering with tools snapplv/Qwen-Image-Layered · Documents and knowledge
    4 tools at the last check: Qwen_Image_Layered_infer Qwen_Image_Layered_fetch_image Qwen_Image_Layered_last_sheet Qwen_Image_Layered_layers_sheet · 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