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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.

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Spaces

4,162 match.

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  • awake, answering with tools beenyb/court-redactor · Legal and compliance
    10 tools at the last check: court_redactor_redact_ui court_redactor_redact_ui_1 court_redactor_restore_ui court_redactor_restore_ui_1 court_redactor_clear_ui court_redactor__lambda_ and more · on Hugging Face
  • awake, answering with tools boots76/Qwen-Image-Edit-2509-LoRAs-Fast2 · Documents and knowledge
    10 tools at the last check: Qwen_Image_Edit_2509_LoRAs_Fast2_clear_lora_stack Qwen_Image_Edit_2509_LoRAs_Fast2_infer Qwen_Image_Edit_2509_LoRAs_Fast2_append_triggers Qwen_Image_Edit_2509_LoRAs_Fast2_append_triggers_1 Qwen_Image_Edit_2509_LoRAs_Fast2_append_triggers_2 Qwen_Image_Edit_2509_LoRAs_Fast2_append_triggers_3 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 jg939/LP9 · Documents and knowledge
    10 tools at the last check: LP9_clear_lora_stack LP9_infer LP9_append_triggers LP9_append_triggers_1 LP9_append_triggers_2 LP9_append_triggers_3 and more · on Hugging Face
  • awake, answering with tools kkishor191/ContextForge · Data, search and analytics
    10 tools at the last check: ContextForge_search_project ContextForge_record_decision ContextForge_create_work_packet ContextForge_record_implementation ContextForge_list_decisions ContextForge_get_work_packet and more · on Hugging Face
  • awake, answering with tools leadupapp/deepseek-v41-flash-demo · Documents and knowledge
    10 tools at the last check: deepseek_v41_flash_demo_chat_streaming deepseek_v41_flash_demo_chat_streaming_1 deepseek_v41_flash_demo__lambda_ deepseek_v41_flash_demo_vision_analyze deepseek_v41_flash_demo_vision_analyze_1 deepseek_v41_flash_demo__lambda__1 and more · on Hugging Face
  • awake, answering with tools mycode202510/GradioApp52 · Documents and knowledge
    10 tools at the last check: GradioApp52_on_submit GradioApp52_update_placeholder GradioApp52_on_submit_1 GradioApp52_update_placeholder_1 GradioApp52_on_stop GradioApp52_on_clear and more · on Hugging Face
  • awake, answering with tools n8layman/ecfr-mcp-server · Data, search and analytics
    10 tools at the last check: ecfr_mcp_server_ecfr_regulatory_index ecfr_mcp_server_ecfr_list_titles ecfr_mcp_server_ecfr_list_agencies ecfr_mcp_server_ecfr_search ecfr_mcp_server_ecfr_get_title_versions ecfr_mcp_server_ecfr_get_regulation and more · on Hugging Face
  • awake Romrott86/Qwen-Image-Edit-2509-LoRAs-Fast2 · Documents and knowledge
    10 tools when last seen awake, 2026-11-09: Qwen_Image_Edit_2509_LoRAs_Fast2_clear_lora_stack Qwen_Image_Edit_2509_LoRAs_Fast2_infer Qwen_Image_Edit_2509_LoRAs_Fast2_append_triggers Qwen_Image_Edit_2509_LoRAs_Fast2_append_triggers_1 Qwen_Image_Edit_2509_LoRAs_Fast2_append_triggers_2 Qwen_Image_Edit_2509_LoRAs_Fast2_append_triggers_3 and more · on Hugging Face
  • awake, answering with tools Saimani9898/aria-overdrama-ai-girlfriend · Documents and knowledge
    10 tools at the last check: aria_overdrama_ai_girlfriend_respond aria_overdrama_ai_girlfriend_respond_1 aria_overdrama_ai_girlfriend_select_character aria_overdrama_ai_girlfriend_select_character_1 aria_overdrama_ai_girlfriend__lambda_ aria_overdrama_ai_girlfriend__lambda__1 and more · on Hugging Face
  • awake, answering with tools talent-active-dev/ai-hub-hf · Documents and knowledge
    10 tools at the last check: ai_hub_hf_translate_json ai_hub_hf_transcribe_audio ai_hub_hf_translate_json_1 ai_hub_hf_current_quota ai_hub_hf_show_job ai_hub_hf_show_job_on_enter and more · on Hugging Face
  • awake, answering with tools Fabrice-TIERCELIN/Multi-language_Text-to-Speech · Documents and knowledge
    9 tools at the last check: Multi_language_Text_to_Speech_show_over18 Multi_language_Text_to_Speech__lambda_ Multi_language_Text_to_Speech_save_preferences Multi_language_Text_to_Speech_save_preferences_generation_number Multi_language_Text_to_Speech_update_output Multi_language_Text_to_Speech_predict_all and more · on Hugging Face
  • awake, answering with tools prithivMLmods/Qwen-Image-Edit-3D-Lighting-Control · Documents and knowledge
    9 tools at the last check: Qwen_Image_Edit_3D_Lighting_Control_update_prompt_from_sliders Qwen_Image_Edit_3D_Lighting_Control_update_prompt_from_sliders_1 Qwen_Image_Edit_3D_Lighting_Control_sync_3d_to_sliders Qwen_Image_Edit_3D_Lighting_Control_sync_sliders_to_3d Qwen_Image_Edit_3D_Lighting_Control_sync_sliders_to_3d_1 Qwen_Image_Edit_3D_Lighting_Control_infer_lighting_edit and more · on Hugging Face
  • awake, answering with tools DeepRat/LTX-Video-ZeroGPU-Optimized · Documents and knowledge
    9 tools at the last check: LTX_Video_ZeroGPU_Optimized_handle_image_upload_for_dims LTX_Video_ZeroGPU_Optimized_handle_video_upload_for_dims LTX_Video_ZeroGPU_Optimized_apply_smart_config LTX_Video_ZeroGPU_Optimized_apply_smart_config_1 LTX_Video_ZeroGPU_Optimized_update_task_image LTX_Video_ZeroGPU_Optimized_update_task_text and more · on Hugging Face
  • awake, answering with tools prithivMLmods/Image-to-3D-Video-Asset-Generator · Documents and knowledge
    9 tools at the last check: Image_to_3D_Video_Asset_Generator_start_session Image_to_3D_Video_Asset_Generator_generate_txt2img Image_to_3D_Video_Asset_Generator_preprocess_image Image_to_3D_Video_Asset_Generator_preprocess_image_1 Image_to_3D_Video_Asset_Generator_get_seed Image_to_3D_Video_Asset_Generator_generate_3d and more · on Hugging Face
  • awake, answering with tools Tonic/SmolFactory · Data, search and analytics
    9 tools at the last check: SmolFactory__toggle_sm_mode SmolFactory__toggle_advanced SmolFactory__toggle_gpt_oss_mode SmolFactory_on_family_change SmolFactory_on_trainer_selected SmolFactory_on_monitoring_change and more · on Hugging Face
  • awake, answering with tools townbox/unimate-for-agents · Documents and knowledge
    9 tools at the last check: animate inbetween edit_joints expand list_assets get_result and more · on Hugging Face
  • awake, answering with tools brickhousestudiosllc/voicekit · Data, search and analytics
    9 tools at the last check: voicekit_extract_embedding voicekit_match_voice voicekit_analyze_acoustics voicekit_analyze_acoustics_halves voicekit_analyze_notes voicekit_transcribe_audio and more · on Hugging Face
  • awake, answering with tools sanderland/claude-tokenizer · Data, search and analytics
    9 tools at the last check: claude_tokenizer_compare_text claude_tokenizer_compare_text_1 claude_tokenizer_compare_text_2 claude_tokenizer_compare_text_3 claude_tokenizer_on_dataset_change claude_tokenizer_on_dataset_change_1 and more · on Hugging Face
  • awake, answering with tools HiHyde/Multi-language_Text-to-Speech · Documents and knowledge
    9 tools at the last check: Multi_language_Text_to_Speech_show_over18 Multi_language_Text_to_Speech__lambda_ Multi_language_Text_to_Speech_save_preferences Multi_language_Text_to_Speech_save_preferences_generation_number Multi_language_Text_to_Speech_update_output Multi_language_Text_to_Speech_predict_all and more · on Hugging Face
  • awake, answering with tools Svngoku/african-history-tooling-mcp · Data, search and analytics
    9 tools at the last check: african_history_tooling_mcp_search african_history_tooling_mcp_read_historical_source african_history_tooling_mcp_search_african_history african_history_tooling_mcp_search_academic_papers african_history_tooling_mcp_fetch_archive_document african_history_tooling_mcp_deep_research_query and more · on Hugging Face
  • awake, answering with tools ummeayesha/Multi-language_Text-to-Speech · Documents and knowledge
    9 tools at the last check: Multi_language_Text_to_Speech_show_over18 Multi_language_Text_to_Speech__lambda_ Multi_language_Text_to_Speech_save_preferences Multi_language_Text_to_Speech_save_preferences_generation_number Multi_language_Text_to_Speech_update_output Multi_language_Text_to_Speech_predict_all and more · on Hugging Face
  • awake, answering with tools zlysunshine/mcp4rs-open-earth · Data, search and analytics
    9 tools at the last check: mcp4rs_open_earth_list_sources mcp4rs_open_earth_search_open_data mcp4rs_open_earth_search_catalog mcp4rs_open_earth_describe_item mcp4rs_open_earth_get_nightlights mcp4rs_open_earth_segment_water 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 douccana/flux2-klein-9b-kv-demo · Documents and knowledge
    9 tools at the last check: flux2_klein_9b_kv_demo_add_uploaded_images flux2_klein_9b_kv_demo_update_dimensions_from_image flux2_klein_9b_kv_demo_update_dimensions_from_image_1 flux2_klein_9b_kv_demo_on_select_image flux2_klein_9b_kv_demo_remove_selected_image flux2_klein_9b_kv_demo_update_dimensions_from_image_2 and more · on Hugging Face
  • awake, answering with tools Geraldine/openalex-mcp · Data, search and analytics
    9 tools at the last check: openalex_mcp_search_works openalex_mcp_search_semantic openalex_mcp_lookup_by_doi openalex_mcp_get_citing_works openalex_mcp_classify_text openalex_mcp_resolve_entity 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 kshitijthakkar/shlokartha-playground · Data, search and analytics
    9 tools at the last check: shlokartha_playground_explain shlokartha_playground_load_example shlokartha_playground_transliterate_to_devanagari shlokartha_playground__lambda_ shlokartha_playground_transcribe_sanskrit_audio shlokartha_playground__lambda__1 and more · on Hugging Face
  • awake, answering with tools LennysHugging/SmolFactory · Data, search and analytics
    9 tools at the last check: SmolFactory__toggle_sm_mode SmolFactory__toggle_advanced SmolFactory__toggle_gpt_oss_mode SmolFactory_on_family_change SmolFactory_on_trainer_selected SmolFactory_on_monitoring_change and more · on Hugging Face
  • awake, answering with tools lopezrobert340/my-mcp-space-877178 · CRM and sales
    9 tools at the last check: my_mcp_space_877178_get__vehicles my_mcp_space_877178_post__vehicles my_mcp_space_877178_get__vehicles_id my_mcp_space_877178_put__vehicles_id my_mcp_space_877178_delete__vehicles_id my_mcp_space_877178_get__contacts and more · on Hugging Face
  • awake, answering with tools murtadha9/glyph-lens · Documents and knowledge
    9 tools at the last check: glyph_lens_switch_language glyph_lens_preview_upload glyph_lens_extract_text glyph_lens_redraw_overlay glyph_lens_normalize_text glyph_lens_detect_orientation and more · on Hugging Face
  • awake, answering with tools murtadha9/topic-to-short-video · Documents and knowledge
    9 tools at the last check: topic_to_short_video_generate_script topic_to_short_video_lock_buttons topic_to_short_video_generate_video topic_to_short_video_unlock_buttons topic_to_short_video_lock_buttons_1 topic_to_short_video_compose_video and more · on Hugging Face
  • awake, answering with tools natesgituser/SmolFactory · Data, search and analytics
    9 tools at the last check: SmolFactory__toggle_sm_mode SmolFactory__toggle_advanced SmolFactory__toggle_gpt_oss_mode SmolFactory_on_family_change SmolFactory_on_trainer_selected SmolFactory_on_monitoring_change and more · on Hugging Face
  • awake, answering with tools phantomnomad17/SmolFactory · Data, search and analytics
    9 tools at the last check: SmolFactory__toggle_sm_mode SmolFactory__toggle_advanced SmolFactory__toggle_gpt_oss_mode SmolFactory_on_family_change SmolFactory_on_trainer_selected SmolFactory_on_monitoring_change and more · on Hugging Face
  • awake, answering with tools play7284/memory · Data, search and analytics
    9 tools at the last check: memory_create_entities memory_create_relations memory_add_observations memory_delete_entities memory_delete_observations memory_delete_relations and more · on Hugging Face
  • awake, answering with tools stefanjwojcik/BioGuideMCP · Data, search and analytics
    9 tools at the last check: BioGuideMCP_search_by_name BioGuideMCP_search_by_party BioGuideMCP_search_by_state BioGuideMCP_semantic_search_biography BioGuideMCP_get_member_profile BioGuideMCP_count_members_by_party and more · on Hugging Face
  • awake, answering with tools yesvisa/yesvisa-gemini-rag · Data, search and analytics
    9 tools at the last check: yesvisa_gemini_rag_gemini_service_query yesvisa_gemini_rag_find_branches yesvisa_gemini_rag_lookup_service yesvisa_gemini_rag_assess_urgent yesvisa_gemini_rag_lookup_photos yesvisa_gemini_rag_query_yesvisa and more · on Hugging Face
  • awake, answering with tools RioShiina/ImageGen · Data, search and analytics
    8 tools at the last check: ImageGen_get_task_list ImageGen_get_model_architecture_list ImageGen_get_model_list ImageGen_get_feature_list ImageGen_get_model_features ImageGen_get_sampler_scheduler_list and more · on Hugging Face
  • awake, answering with tools linoyts/qwen-image-2-1-realtime · Documents and knowledge
    8 tools at the last check: qwen_image_2_1_realtime__lambda_ qwen_image_2_1_realtime_push_live qwen_image_2_1_realtime_push_live_1 qwen_image_2_1_realtime_push_live_2 qwen_image_2_1_realtime_push_live_3 qwen_image_2_1_realtime_realtime_session and more · on Hugging Face
  • awake Nymbo/Serverless-TextGen-Hub · Documents and knowledge
    8 tools when last seen awake, 2026-11-06: Serverless_TextGen_Hub_user Serverless_TextGen_Hub_bot Serverless_TextGen_Hub__lambda_ Serverless_TextGen_Hub_filter_models Serverless_TextGen_Hub_set_custom_model_from_radio Serverless_TextGen_Hub_refresh_auth_info and more · on Hugging Face
  • awake, answering with tools Luminia/rvc-beatrice-voice-conversion · Documents and knowledge
    8 tools at the last check: rvc_beatrice_voice_conversion_update_model_type rvc_beatrice_voice_conversion_load_example_model rvc_beatrice_voice_conversion_convert_unified rvc_beatrice_voice_conversion_update_trainer_options rvc_beatrice_voice_conversion__lambda_ rvc_beatrice_voice_conversion_train_unified and more · on Hugging Face
  • awake, answering with tools ItNero/ImageGen-32 · Data, search and analytics
    8 tools at the last check: ImageGen_32_get_task_list ImageGen_32_get_model_architecture_list ImageGen_32_get_model_list ImageGen_32_get_feature_list ImageGen_32_get_model_features ImageGen_32_get_sampler_scheduler_list and more · on Hugging Face
  • awake, answering with tools Aggretsuko2020/rvc-beatrice-voice-conversion · Documents and knowledge
    8 tools at the last check: rvc_beatrice_voice_conversion_update_model_type rvc_beatrice_voice_conversion_load_example_model rvc_beatrice_voice_conversion_convert_unified rvc_beatrice_voice_conversion_update_trainer_options rvc_beatrice_voice_conversion__lambda_ rvc_beatrice_voice_conversion_train_unified and more · on Hugging Face
  • awake, answering with tools Gramlin/ImageGennew · Data, search and analytics
    8 tools at the last check: ImageGennew_get_task_list ImageGennew_get_model_architecture_list ImageGennew_get_model_list ImageGennew_get_feature_list ImageGennew_get_model_features ImageGennew_get_sampler_scheduler_list 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 playmak3r/Vibevoice-1.5B · Documents and knowledge
    8 tools at the last check: Vibevoice_1_5B_process_and_refresh_voices Vibevoice_1_5B_update_speaker_visibility Vibevoice_1_5B_clear_audio_outputs Vibevoice_1_5B__lambda_ Vibevoice_1_5B_generate_podcast_wrapper Vibevoice_1_5B_stop_generation_handler and more · on Hugging Face
  • awake, answering with tools hugging-apps/ming-3-tts-tiny · Documents and knowledge
    8 tools at the last check: ming_3_tts_tiny_clone_voice ming_3_tts_tiny_design_voice ming_3_tts_tiny_builtin_voice ming_3_tts_tiny_freeform ming_3_tts_tiny_emotion_tts ming_3_tts_tiny_dialect_tts and more · on Hugging Face
  • awake, answering with tools KatyushaTheGUPFan/rvc-beatrice-voice-conversion · Documents and knowledge
    8 tools at the last check: rvc_beatrice_voice_conversion_update_model_type rvc_beatrice_voice_conversion_load_example_model rvc_beatrice_voice_conversion_convert_unified rvc_beatrice_voice_conversion_update_trainer_options rvc_beatrice_voice_conversion__lambda_ rvc_beatrice_voice_conversion_train_unified and more · on Hugging Face
  • awake, answering with tools Or1290/LP12 · Data, search and analytics
    8 tools at the last check: LP12_get_task_list LP12_get_model_architecture_list LP12_get_model_list LP12_get_feature_list LP12_get_model_features LP12_get_sampler_scheduler_list and more · on Hugging Face
  • awake Tonic/VoxFactory · Documents and knowledge
    8 tools when last seen awake, 2026-11-07: VoxFactory_add_more_rows VoxFactory_create_recording_dataset VoxFactory__collect_upload VoxFactory__push_dataset_handler VoxFactory__collect_preloaded_recs VoxFactory__push_recordings_handler and more · 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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