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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.

9,403Spaces on the map
4,162awake
2,711asleep
2,530unavailable

States from the Hugging Face API, read 2026-11-14 02:05 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

1,182 match.

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  • awake, answering with tools MCP-1st-Birthday/MonteWalk · Other
    55 tools at the last check: MonteWalk_refresh_dashboard MonteWalk_refresh_dashboard_1 MonteWalk__lambda_ MonteWalk__lambda__1 MonteWalk__lambda__2 MonteWalk__lambda__3 and more · on Hugging Face
  • awake, answering with tools umer1862/12345 · Other
    50 tools at the last check: 12345_get__account_login 12345_post__account_login 12345_post__account_logout 12345_get__account_denied 12345_post__api_auth_token 12345_get__api_pbcWorkOrder and more · on Hugging Face
  • awake, answering with tools AlekseyCalvin/Soon_Merger · Other
    30 tools at the last check: Soon_Merger__lambda_ Soon_Merger_task_merge_legacy Soon_Merger__lambda__1 Soon_Merger_task_extract Soon_Merger__lambda__2 Soon_Merger_task_merge_adapters_advanced and more · on Hugging Face
  • awake, answering with tools udgamlabs/Shruti · Other
    22 tools at the last check: Shruti_transcribe_speech Shruti_transcribe_marathi_speech Shruti_transcribe_tamil_speech Shruti_transcribe_bengali_speech Shruti_transcribe_telugu_speech Shruti_transcribe_gujarati_speech and more · on Hugging Face
  • awake, answering with tools AlekseyCalvin/NEURONeyes · Other
    20 tools at the last check: NEURONeyes_on_cockpit_model_change NEURONeyes_on_cockpit_model_change_1 NEURONeyes_on_cockpit_model_change_2 NEURONeyes_on_cockpit_model_change_3 NEURONeyes_unload_visualizer_models NEURONeyes_inspect_single_state and more · on Hugging Face
  • awake, answering with tools Hubihero/grid · Other
    20 tools at the last check: grid_task_1_get_agent_position grid_task_1_get_target_position grid_task_1_reset grid_task_2_get_agent_position grid_task_2_get_target_position grid_task_2_reset and more · on Hugging Face
  • awake, answering with tools ngdghfdc/laya-trial · Other
    20 tools at the last check: laya_trial_ask laya_trial_ask_batch laya_trial_ask_head laya_trial_ask_head_batch laya_trial_ask_arb laya_trial_ask_arb_batch and more · on Hugging Face
  • awake, answering with tools good2idnan/weather-mcp · Other
    10 tools at the last check: weather_mcp_get_weather weather_mcp_get_weather_1 weather_mcp_get_weather_2 weather_mcp_get_weather_3 weather_mcp_get_weather_4 weather_mcp_get_weather_5 and more · on Hugging Face
  • awake, answering with tools AlexRenders/slickfast-live-demos · Other
    9 tools at the last check: slickfast_live_demos_preview_overview slickfast_live_demos__lambda_ slickfast_live_demos_preview_overview_1 slickfast_live_demos_show_news slickfast_live_demos_show_ready slickfast_live_demos__lambda__1 and more · on Hugging Face
  • awake, answering with tools hachinai/pv-sim-biz · Other
    9 tools at the last check: pv_sim_biz_list_stations pv_sim_biz_estimate_pv_generation pv_sim_biz_list_wind_areas pv_sim_biz_estimate_wind_generation pv_sim_biz_validate_industrial_params pv_sim_biz_simulate_industrial_pv and more · on Hugging Face
  • awake, answering with tools hugging-apps/chess-reasoning-llm · Other
    8 tools at the last check: chess_reasoning_llm__start chess_reasoning_llm_llm_opening_move chess_reasoning_llm__start_1 chess_reasoning_llm_llm_opening_move_1 chess_reasoning_llm_play_turn chess_reasoning_llm__lambda_ and more · on Hugging Face
  • awake, answering with tools BaoKhuong/BoltChronosBOOST · Other
    8 tools at the last check: BoltChronosBOOST_update_market_summary BoltChronosBOOST_update_system_monitor BoltChronosBOOST_update_system_monitor_1 BoltChronosBOOST_update_system_monitor_2 BoltChronosBOOST_check_market_status_simple BoltChronosBOOST_daily_analysis and more · on Hugging Face
  • awake, answering with tools Exched/ImageStudio · Other
    8 tools at the last check: ImageStudio_apply_model_defaults ImageStudio_generate_and_upload ImageStudio_generate_and_upload_1 ImageStudio_assistant_chat ImageStudio_assistant_chat_1 ImageStudio_image_to_video_assets and more · on Hugging Face
  • awake, answering with tools emresar/lemanime · Other
    8 tools at the last check: lemanime__fill lemanime__fill_1 lemanime__fill_2 lemanime__fill_3 lemanime__fill_4 lemanime_do_login and more · on Hugging Face
  • awake, answering with tools opticalResearcher/aeration-basin-mcp · Other
    8 tools at the last check: aeration_basin_mcp_predict_co2_removal aeration_basin_mcp_convert_loading_and_retention aeration_basin_mcp_size_basin aeration_basin_mcp_sweep_tested_conditions aeration_basin_mcp_design_guidance aeration_basin_mcp_reference_systems and more · on Hugging Face
  • awake, answering with tools pyterpam/course-text-processor-mcp · Other
    8 tools at the last check: course_text_processor_mcp_analyze_text course_text_processor_mcp_extract_keywords course_text_processor_mcp_check_reading_level course_text_processor_mcp_analyze_sentiment course_text_processor_mcp_detect_language course_text_processor_mcp_summarize_text and more · on Hugging Face
  • awake, answering with tools songxingkai/text-processor-mcp · Other
    8 tools at the last check: text_processor_mcp_analyze_text text_processor_mcp_extract_keywords text_processor_mcp_check_reading_level text_processor_mcp_analyze_sentiment text_processor_mcp_detect_language text_processor_mcp_summarize_text and more · on Hugging Face
  • awake, answering with tools leprograms/kimi-k3-demo · Other
    7 tools at the last check: kimi_k3_demo__lambda_ kimi_k3_demo__lambda__1 kimi_k3_demo__lambda__2 kimi_k3_demo_chat kimi_k3_demo__lambda__3 kimi_k3_demo_chat_bot and more · on Hugging Face
  • awake, answering with tools prithivMLmods/Qwen-Image-LoRA-DLC · Other
    6 tools at the last check: Qwen_Image_LoRA_DLC_handle_lora_selection Qwen_Image_LoRA_DLC_adjust_generation_mode Qwen_Image_LoRA_DLC_incorporate_custom_adapter Qwen_Image_LoRA_DLC_discard_custom_adapter Qwen_Image_LoRA_DLC_process_adapter_generation Qwen_Image_LoRA_DLC_get_random_value · on Hugging Face
  • awake, answering with tools prithivMLmods/Qwen-Image-2512-LoRA-DLC · Other
    6 tools at the last check: Qwen_Image_2512_LoRA_DLC_handle_lora_selection Qwen_Image_2512_LoRA_DLC_adjust_generation_mode Qwen_Image_2512_LoRA_DLC_incorporate_custom_adapter Qwen_Image_2512_LoRA_DLC_discard_custom_adapter Qwen_Image_2512_LoRA_DLC_process_adapter_generation Qwen_Image_2512_LoRA_DLC_get_random_value · on Hugging Face
  • awake, answering with tools adityabanerjee/minimax-h3-demo · Other
    6 tools at the last check: minimax_h3_demo_get_insights minimax_h3_demo_generate_script minimax_h3_demo_find_stock_media minimax_h3_demo_generate_video minimax_h3_demo_generate_voiceover minimax_h3_demo_upload_to_youtube · on Hugging Face
  • awake, answering with tools anne-voigt/pdac-knowledge-agent-dev · Other
    6 tools at the last check: pdac_knowledge_agent_dev_drugs_for_targets pdac_knowledge_agent_dev_trials_for_genes pdac_knowledge_agent_dev_annotate_genes pdac_knowledge_agent_dev_pathways_for_genes pdac_knowledge_agent_dev_targets_for_disease pdac_knowledge_agent_dev__check_login_status · on Hugging Face
  • awake, answering with tools anne-voigt/pdac-knowledge-agent · Other
    6 tools at the last check: pdac_knowledge_agent_drugs_for_targets pdac_knowledge_agent_trials_for_genes pdac_knowledge_agent_annotate_genes pdac_knowledge_agent_pathways_for_genes pdac_knowledge_agent_targets_for_disease pdac_knowledge_agent__check_login_status · on Hugging Face
  • awake, answering with tools Nei200/sofascore-mcp · Other
    6 tools at the last check: sofascore_mcp_buscar_entidad sofascore_mcp_partidos_por_fecha sofascore_mcp_partidos_en_vivo sofascore_mcp_estadisticas_partido sofascore_mcp_alineaciones_partido sofascore_mcp_h2h_partido · on Hugging Face
  • awake, answering with tools hugging-apps/the1-symbolic-law-discovery · Other
    5 tools at the last check: the1_symbolic_law_discovery_discover_from_text the1_symbolic_law_discovery_run_preset_demo the1_symbolic_law_discovery_load_manual_preset the1_symbolic_law_discovery_import_pasted_text_to_table the1_symbolic_law_discovery_discover_from_manual_table · on Hugging Face
  • awake, answering with tools specimba/nexus-os-backyard-ai · Other
    5 tools at the last check: nexus_os_backyard_ai_api_boot nexus_os_backyard_ai_api_city_new nexus_os_backyard_ai_api_mayor_speak nexus_os_backyard_ai_api_citizens nexus_os_backyard_ai_api_archive · on Hugging Face
  • awake, answering with tools VAGOsolutions/sauerkrautlm-lfm2-5-gliner · Other
    5 tools at the last check: sauerkrautlm_lfm2_5_gliner_ner sauerkrautlm_lfm2_5_gliner_ner_1 sauerkrautlm_lfm2_5_gliner_ner_2 sauerkrautlm_lfm2_5_gliner_ner_3 sauerkrautlm_lfm2_5_gliner_ner_4 · on Hugging Face
  • awake, answering with tools dmsodiq/pattern-builder-mcp · Other
    5 tools at the last check: pattern_builder_mcp_test_regex pattern_builder_mcp_generate_regex pattern_builder_mcp_explain_regex pattern_builder_mcp_get_common_pattern pattern_builder_mcp_list_pattern_categories · on Hugging Face
  • awake, answering with tools hugging-apps/idiom-idr-design · Other
    5 tools at the last check: idiom_idr_design__lambda_ idiom_idr_design__lambda__1 idiom_idr_design_generate idiom_idr_design_steer idiom_idr_design_analyze · on Hugging Face
  • awake, answering with tools ohinic/cepheid-motion-completion · Other
    5 tools at the last check: cepheid_motion_completion_preset_open cepheid_motion_completion_preset_recompute cepheid_motion_completion_preset_recompute_stream cepheid_motion_completion_preset_frame cepheid_motion_completion_complete_motion · on Hugging Face
  • awake, answering with tools rastadidi/edb-noumea · Other
    5 tools at the last check: edb_noumea_on_load edb_noumea__lambda_ edb_noumea_handle_selection edb_noumea__lambda__1 edb_noumea_handle_dropdown · on Hugging Face
  • awake, answering with tools tgohblio/Z-Image-Turbo-SVDQuant · Other
    5 tools at the last check: Z_Image_Turbo_SVDQuant_seed_radio_handler Z_Image_Turbo_SVDQuant_update_selection Z_Image_Turbo_SVDQuant_add_custom_lora Z_Image_Turbo_SVDQuant_remove_custom_lora Z_Image_Turbo_SVDQuant_run_lora · on Hugging Face
  • awake, answering with tools prithivMLmods/Multimodal-OCR · Other
    4 tools at the last check: Multimodal_OCR_noop Multimodal_OCR_noop_1 Multimodal_OCR_run_ocr Multimodal_OCR_load_example_data · on Hugging Face
  • awake, answering with tools black-forest-labs/flux-3-image-klein · Other
    4 tools at the last check: flux_3_image_klein__load_initial flux_3_image_klein__check_login_status flux_3_image_klein_endpoint flux_3_image_klein_infer · on Hugging Face
  • awake, answering with tools prithivMLmods/core-OCR · Other
    4 tools at the last check: core_OCR_noop core_OCR_noop_1 core_OCR_run_ocr core_OCR_load_example_data · on Hugging Face
  • awake, answering with tools prithivMLmods/Qwen3-VL-Outpost · Other
    4 tools at the last check: Qwen3_VL_Outpost_noop Qwen3_VL_Outpost_noop_1 Qwen3_VL_Outpost_run_router Qwen3_VL_Outpost_load_example_data · on Hugging Face
  • awake, answering with tools prithivMLmods/DocScope-R1 · Other
    4 tools at the last check: DocScope_R1_noop DocScope_R1_noop_1 DocScope_R1_run_router DocScope_R1_load_example_data · on Hugging Face
  • awake, answering with tools prithivMLmods/Multimodal-OCR2 · Other
    4 tools at the last check: Multimodal_OCR2_noop Multimodal_OCR2_noop_1 Multimodal_OCR2_run_ocr Multimodal_OCR2_load_example_data · on Hugging Face
  • awake, answering with tools prithivMLmods/GLM-OCR-Demo · Other
    4 tools at the last check: GLM_OCR_Demo_noop GLM_OCR_Demo_noop_1 GLM_OCR_Demo_run_router GLM_OCR_Demo_load_example_data · on Hugging Face
  • awake, answering with tools prithivMLmods/VisionScope-R2 · Other
    4 tools at the last check: VisionScope_R2_noop VisionScope_R2_noop_1 VisionScope_R2_run_router VisionScope_R2_load_example_data · on Hugging Face
  • awake, answering with tools prithivMLmods/Multimodal-OCR3 · Other
    4 tools at the last check: Multimodal_OCR3_noop Multimodal_OCR3_noop_1 Multimodal_OCR3_run_ocr Multimodal_OCR3_load_example_data · on Hugging Face
  • awake, answering with tools prithivMLmods/Multimodal-VLM-Thinking · Other
    4 tools at the last check: Multimodal_VLM_Thinking_noop Multimodal_VLM_Thinking_noop_1 Multimodal_VLM_Thinking_run_image Multimodal_VLM_Thinking_load_example_data · on Hugging Face
  • awake, answering with tools prithivMLmods/Qwen3-VL-HF-Demo · Other
    4 tools at the last check: Qwen3_VL_HF_Demo_noop Qwen3_VL_HF_Demo_noop_1 Qwen3_VL_HF_Demo_run_understanding Qwen3_VL_HF_Demo_load_example_data · on Hugging Face
  • awake, answering with tools shb777/TinkerSpace · Other
    4 tools at the last check: TinkerSpace_enhance_prompt TinkerSpace__lambda_ TinkerSpace_text_to_speech TinkerSpace__lambda__1 · on Hugging Face
  • awake, answering with tools Diskfo/flux-3-image-klein · Other
    4 tools at the last check: flux_3_image_klein__load_initial flux_3_image_klein__check_login_status flux_3_image_klein_endpoint flux_3_image_klein_infer · on Hugging Face
  • awake, answering with tools prithivMLmods/Qwen3-VL-abliterated-MAX-Fast · Other
    4 tools at the last check: Qwen3_VL_abliterated_MAX_Fast_noop Qwen3_VL_abliterated_MAX_Fast_noop_1 Qwen3_VL_abliterated_MAX_Fast_run_router Qwen3_VL_abliterated_MAX_Fast_load_example_data · on Hugging Face
  • awake, answering with tools hugging-apps/gliner2-5-multi-extractor · Other
    4 tools at the last check: gliner2_5_multi_extractor_extract_entities gliner2_5_multi_extractor_classify_text gliner2_5_multi_extractor_extract_relations gliner2_5_multi_extractor_extract_structured · on Hugging Face
  • awake, answering with tools prithivMLmods/CUA-GUI-Operator · Other
    4 tools at the last check: CUA_GUI_Operator_noop CUA_GUI_Operator_noop_1 CUA_GUI_Operator_run_cua CUA_GUI_Operator_load_example_data · on Hugging Face
  • awake, answering with tools prithivMLmods/NVIDIA-Nemotron-Parse-OCR · Other
    4 tools at the last check: NVIDIA_Nemotron_Parse_OCR_noop NVIDIA_Nemotron_Parse_OCR_noop_1 NVIDIA_Nemotron_Parse_OCR_run_ocr NVIDIA_Nemotron_Parse_OCR_load_example_data · on Hugging Face
  • awake, answering with tools FlameF0X/ChessSLM · Other
    4 tools at the last check: ChessSLM_update_model_description ChessSLM_new_game ChessSLM_make_player_move ChessSLM_make_player_move_1 · on Hugging Face

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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.

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