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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.

9,405Spaces on the map
4,177awake
2,698asleep
2,530unavailable

States from the Hugging Face API, read 2026-11-14 03:05 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

9,405 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 TencentARC/scope-camera-video-generation · Documents and knowledge
    5 tools at the last check: scope_camera_video_generation_load_quick_pick scope_camera_video_generation_preview_path scope_camera_video_generation_preview_path_1 scope_camera_video_generation_preview_path_2 scope_camera_video_generation_generate · on Hugging Face
  • awake, answering with tools prithivMLmods/VLM-Parsing · Documents and knowledge
    5 tools at the last check: VLM_Parsing_load_and_preview_file VLM_Parsing_process_all_pages VLM_Parsing__lambda_ VLM_Parsing__lambda__1 VLM_Parsing_clear_all · on Hugging Face
  • awake, answering with tools ASLP-lab/sembridge · Documents and knowledge
    5 tools at the last check: sembridge_on_voice_change sembridge_on_voice_change_1 sembridge_tts_generate sembridge_svs_generate sembridge_unified_generate · on Hugging Face
  • awake, answering with tools hugging-apps/gliformer-large-v1-demo · Data, search and analytics
    5 tools at the last check: gliformer_large_v1_demo_extract_entities gliformer_large_v1_demo_classify_text gliformer_large_v1_demo_extract_relations gliformer_large_v1_demo_extract_structured gliformer_large_v1_demo_rank_by_similarity · on Hugging Face
  • awake, answering with tools littlelearner/littlelearner-5b-chatty · Documents and knowledge
    5 tools at the last check: littlelearner_5b_chatty_stage_user_message littlelearner_5b_chatty_answer littlelearner_5b_chatty__lambda_ littlelearner_5b_chatty_masthead_html littlelearner_5b_chatty_masthead_html_1 · on Hugging Face
  • awake, answering with tools Mccscs2/Z-Image-Turbo_with_image · Documents and knowledge
    5 tools at the last check: Z_Image_Turbo_with_image__lambda_ Z_Image_Turbo_with_image_generate_t2i Z_Image_Turbo_with_image_generate_t2i_1 Z_Image_Turbo_with_image__lambda__1 Z_Image_Turbo_with_image_generate_i2i · 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 Tas112/moss-sft-kromoss · Documents and knowledge
    5 tools at the last check: moss_sft_kromoss_apply_size_preset moss_sft_kromoss_build_layout moss_sft_kromoss_generate moss_sft_kromoss_detect_panels moss_sft_kromoss_inpaint · 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 155422li/breeze-tts-2 · Documents and knowledge
    5 tools at the last check: breeze_tts_2_generate_voice_design breeze_tts_2_transcribe_reference breeze_tts_2_generate_voice_clone breeze_tts_2_transcribe_reference_1 breeze_tts_2_generate_voice_direction · on Hugging Face
  • awake, answering with tools AutowareFoundation/meteor-multitask-driving-demo · CRM and sales
    5 tools at the last check: meteor_multitask_driving_demo__clamp meteor_multitask_driving_demo_preview meteor_multitask_driving_demo_preview_1 meteor_multitask_driving_demo_run_clip meteor_multitask_driving_demo_preview_2 · on Hugging Face
  • awake, answering with tools Daankular/breeze-tts-2 · Documents and knowledge
    5 tools at the last check: breeze_tts_2_generate_voice_design breeze_tts_2_transcribe_reference breeze_tts_2_generate_voice_clone breeze_tts_2_transcribe_reference_1 breeze_tts_2_generate_voice_direction · 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 Geraldine/sudoc-sru-mcp · Data, search and analytics
    5 tools at the last check: sudoc_sru_mcp_search_sudoc sudoc_sru_mcp_lookup_by_ppn sudoc_sru_mcp_lookup_by_isbn sudoc_sru_mcp_count_records sudoc_sru_mcp_scan_index · on Hugging Face
  • awake, answering with tools henrybit/embeddinggemma-2 · Data, search and analytics
    5 tools at the last check: embeddinggemma_2_search embeddinggemma_2_search_1 embeddinggemma_2_search_images embeddinggemma_2_search_images_1 embeddinggemma_2_compare · on Hugging Face
  • awake, answering with tools hugging-apps/pixelgen · Developer tools and code
    5 tools at the last check: pixelgen_build_prompt pixelgen_build_prompt_1 pixelgen_generate pixelgen_generate_1 pixelgen_generate_2 · on Hugging Face
  • awake, answering with tools hugging-apps/vggt-omega · Documents and knowledge
    5 tools at the last check: vggt_omega_update_gallery_on_upload vggt_omega_update_gallery_on_upload_1 vggt_omega_update_gallery_on_upload_2 vggt_omega_reconstruct vggt_omega_update_visualization · on Hugging Face
  • awake, answering with tools idkhungle/breeze-tts-2-demo · Documents and knowledge
    5 tools at the last check: breeze_tts_2_demo_generate_voice_design breeze_tts_2_demo_transcribe_reference breeze_tts_2_demo_generate_voice_clone breeze_tts_2_demo_transcribe_reference_1 breeze_tts_2_demo_generate_voice_direction · on Hugging Face
  • awake, answering with tools jmj-minju/hf-translation-pr-generator · Data, search and analytics
    5 tools at the last check: hf_translation_pr_generator_validate_pr_config hf_translation_pr_generator_search_reference_pr hf_translation_pr_generator_analyze_translation hf_translation_pr_generator_generate_pr_draft hf_translation_pr_generator_create_github_pr · on Hugging Face
  • awake, answering with tools mbcredits/carbon-x-demo · Documents and knowledge
    5 tools at the last check: carbon_x_demo_on_ask carbon_x_demo_on_ask_1 carbon_x_demo_clear_chat carbon_x_demo_inspect_tokens carbon_x_demo_ask_carbon · on Hugging Face
  • awake, answering with tools Nirav-Madhani/cv-mcp · Marketing, email and messaging
    5 tools at the last check: cv_mcp_process_conversion cv_mcp_get_sample_cv cv_mcp_mcp_get_sample_cv cv_mcp_mcp_get_cv_instructions cv_mcp_mcp_convert_cv · on Hugging Face
  • awake, answering with tools OpenSAE/sar-tutorial · Online store and commerce
    5 tools at the last check: sar_tutorial_compute_sar sar_tutorial_compare_additivity sar_tutorial_get_sar_example sar_tutorial_get_paper_aggregate sar_tutorial_get_recorded_demo · on Hugging Face
  • awake, answering with tools rafaaa2105/firered-tts3 · Documents and knowledge
    5 tools at the last check: firered_tts3__attr_changed firered_tts3_voice_clone firered_tts3_voice_design firered_tts3_semantic_edit firered_tts3_acoustic_edit · on Hugging Face
  • awake, answering with tools salfatigroup/rene-1-31b-decisions · Documents and knowledge
    5 tools at the last check: rene_1_31b_decisions_decide rene_1_31b_decisions_reset rene_1_31b_decisions_add_question rene_1_31b_decisions_remove_question rene_1_31b_decisions_refresh_choices · on Hugging Face
  • awake, answering with tools 2Btainment/stoms · Documents and knowledge
    5 tools at the last check: stoms_separate stoms_master stoms_analyze stoms__check_login_status stoms__check_login_status_1 · on Hugging Face
  • awake, answering with tools abidlabs/grabhub · Data, search and analytics
    5 tools at the last check: grabhub_search_audio_samples grabhub_route_datasets grabhub_search_image_samples grabhub_build_image_set grabhub_describe_audio_dataset · on Hugging Face
  • awake, answering with tools agentmilindu/Zulk · Data, search and analytics
    5 tools at the last check: Zulk_get_organizations Zulk_create_link Zulk_get_org_links Zulk_update_link Zulk_get_analytics · on Hugging Face
  • awake, answering with tools AlekseyCalvin/SOONIMATOR · Developer tools and code
    5 tools at the last check: SOONIMATOR_validate_code SOONIMATOR_render_manim_ultimate SOONIMATOR_validate_code_1 SOONIMATOR_load_example_ultimate SOONIMATOR_clear_all · on Hugging Face
  • awake, answering with tools badkarma0/fusechat-llama31-8b-instruct · Marketing, email and messaging
    5 tools at the last check: fusechat_llama31_8b_instruct_respond fusechat_llama31_8b_instruct_clear_prompt fusechat_llama31_8b_instruct_respond_1 fusechat_llama31_8b_instruct_clear_prompt_1 fusechat_llama31_8b_instruct__lambda_ · on Hugging Face
  • awake, answering with tools Cameronk199/reverse-skill-mcp · Legal and compliance
    5 tools at the last check: reverse_skill_mcp_route_reverse_task reverse_skill_mcp_get_reverse_skill_context reverse_skill_mcp_draft_reverse_security_plan reverse_skill_mcp_get_reverse_skill_scope_contract reverse_skill_mcp_list_reverse_skill_routes · on Hugging Face
  • awake, answering with tools Cenzer0/DeepSeek-V4.1-Flash-Abliterated-Cybersecurity · Documents and knowledge
    5 tools at the last check: DeepSeek_V4_1_Flash_Abliterated_Cybersecurity_chat_turn DeepSeek_V4_1_Flash_Abliterated_Cybersecurity_chat_turn_1 DeepSeek_V4_1_Flash_Abliterated_Cybersecurity_run_bench DeepSeek_V4_1_Flash_Abliterated_Cybersecurity_load_doc DeepSeek_V4_1_Flash_Abliterated_Cybersecurity__check_login_status · on Hugging Face
  • awake, answering with tools cng420/gliner2-schema-extraction · Bookings and appointments
    5 tools at the last check: gliner2_schema_extraction_run_ner gliner2_schema_extraction_run_classification gliner2_schema_extraction_run_relations gliner2_schema_extraction_run_structure gliner2_schema_extraction_run_s8 · on Hugging Face
  • awake cocolook/mcp-course-sentiment · Documents and knowledge
    5 tools when last seen awake, 2026-11-10: mcp_course_sentiment_sentiment_analysis mcp_course_sentiment_prime_factors mcp_course_sentiment_generate_cheetah_image mcp_course_sentiment_image_orientation mcp_course_sentiment_sepia · on Hugging Face
  • awake, answering with tools cookiemonster778/DeepSeek-V4.1-Flash-Abliterated-Cybersecurity · Documents and knowledge
    5 tools at the last check: DeepSeek_V4_1_Flash_Abliterated_Cybersecurity_chat_turn DeepSeek_V4_1_Flash_Abliterated_Cybersecurity_chat_turn_1 DeepSeek_V4_1_Flash_Abliterated_Cybersecurity_run_bench DeepSeek_V4_1_Flash_Abliterated_Cybersecurity_load_doc DeepSeek_V4_1_Flash_Abliterated_Cybersecurity__check_login_status · on Hugging Face
  • awake, answering with tools Ekimetrics/MCP_indicators · Data, search and analytics
    5 tools at the last check: MCP_indicators_search_indicators MCP_indicators_list_indicators MCP_indicators_get_indicator_details MCP_indicators_query_indicator_data MCP_indicators_find_territory · on Hugging Face
  • awake, answering with tools falvio057000/dyneho70-salon · Marketing, email and messaging
    5 tools at the last check: dyneho70_salon_send_message dyneho70_salon_send_message_1 dyneho70_salon_clear_room dyneho70_salon_gpu_probe dyneho70_salon_refresh_room · on Hugging Face
  • awake fffiloni/image-to-fragrance-v2 · Documents and knowledge
    5 tools when last seen awake, 2026-11-11: image_to_fragrance_v2_api_compose image_to_fragrance_v2_api_bottle image_to_fragrance_v2_infer image_to_fragrance_v2_infer_flux image_to_fragrance_v2_Session · on Hugging Face
  • awake, answering with tools gaminghitech/wan2-2-i2v-v3 · Documents and knowledge
    5 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 wan2_2_i2v_v3_nuke_all_data · on Hugging Face
  • awake, answering with tools Geraldine/opencitations-MCP-demo · Data, search and analytics
    5 tools at the last check: opencitations_MCP_demo_get_citation_counts opencitations_MCP_demo_get_citations opencitations_MCP_demo_get_references opencitations_MCP_demo_lookup_metadata opencitations_MCP_demo_list_works_by_person · on Hugging Face
  • awake, answering with tools harry820/luluka-breeze-tts · Documents and knowledge
    5 tools at the last check: luluka_breeze_tts_generate_voice_design luluka_breeze_tts_transcribe_reference luluka_breeze_tts_generate_voice_clone luluka_breeze_tts_transcribe_reference_1 luluka_breeze_tts_generate_voice_direction · on Hugging Face
  • awake, answering with tools hugging-apps/flexpart · Documents and knowledge
    5 tools at the last check: flexpart_on_image_select flexpart_on_image_change flexpart_on_undo flexpart_on_clear flexpart_generate · on Hugging Face
  • awake, answering with tools hugging-apps/genesis-satellite-pyramid · Documents and knowledge
    5 tools at the last check: genesis_satellite_pyramid_zoom_in genesis_satellite_pyramid_fetch_tile genesis_satellite_pyramid_outpaint genesis_satellite_pyramid_make_mask_preview genesis_satellite_pyramid_make_mask_preview_1 · on Hugging Face
  • awake, answering with tools hugging-apps/gliformer-base-v1-demo · Data, search and analytics
    5 tools at the last check: gliformer_base_v1_demo_extract_entities gliformer_base_v1_demo_classify_text gliformer_base_v1_demo_extract_relations gliformer_base_v1_demo_extract_structured gliformer_base_v1_demo_rank_by_similarity · 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 hugging-apps/pix2point-spine-landmark-detection · Documents and knowledge
    5 tools at the last check: pix2point_spine_landmark_detection_preprocess_preview pix2point_spine_landmark_detection_on_input_select pix2point_spine_landmark_detection_on_frame_select pix2point_spine_landmark_detection_on_frame_select_1 pix2point_spine_landmark_detection_probe · on Hugging Face
  • awake, answering with tools hugging-apps/sembridge-2608 · Documents and knowledge
    5 tools at the last check: sembridge_2608_on_voice_change sembridge_2608_on_voice_change_1 sembridge_2608_tts_generate sembridge_2608_svs_generate sembridge_2608_unified_generate · on Hugging Face
  • awake, answering with tools jcrabapples/LFM3-Agent-Workbench · Documents and knowledge
    5 tools at the last check: LFM3_Agent_Workbench_chat LFM3_Agent_Workbench_chat_1 LFM3_Agent_Workbench__lambda_ LFM3_Agent_Workbench_run_agent LFM3_Agent_Workbench_extract_json · on Hugging Face
  • awake, answering with tools jkorstad/hacmdn-community-buffer · Data, search and analytics
    5 tools at the last check: hacmdn_community_buffer_ui_route_query hacmdn_community_buffer_ui_run_bidding hacmdn_community_buffer_ui_publish_specialist hacmdn_community_buffer_ui_flywheel_action hacmdn_community_buffer__ui_mesh_l402 · on Hugging Face
  • awake, answering with tools Juasmo/PiD-Image-Upscaler · Documents and knowledge
    5 tools at the last check: PiD_Image_Upscaler_update_dimensions_on_upload PiD_Image_Upscaler_i2i_generate PiD_Image_Upscaler_generate PiD_Image_Upscaler__upscaler_dim_info PiD_Image_Upscaler_upscaler_run · 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