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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.

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Spaces

9,405 match.

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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 SharpMeow/ink-lens · Documents and knowledge
    7 tools at the last check: ink_lens_lens_region ink_lens_lens_sample ink_lens_list_samples ink_lens_estimate ink_lens_compare_sample ink_lens_compare_region and more · on Hugging Face
  • awake, answering with tools SharpMeow/lasagna-fields · Online store and commerce
    7 tools at the last check: lasagna_fields_list_scans lasagna_fields_list_models lasagna_fields_example_points lasagna_fields_plan_field lasagna_fields_make_field lasagna_fields_list_fields and more · on Hugging Face
  • awake, answering with tools SharpMeow/scroll-lens · Developer tools and code
    7 tools at the last check: scroll_lens_look scroll_lens_list_scans scroll_lens_list_gallery scroll_lens_random_point scroll_lens_inspect_cube scroll_lens_search_cube and more · on Hugging Face
  • awake Simzy/Wan_2.2_I2V_14B_Custom_Lora_Wow · Documents and knowledge
    7 tools when last seen awake, 2026-11-10: Wan_2_2_I2V_14B_Custom_Lora_Wow__load_repo_files Wan_2_2_I2V_14B_Custom_Lora_Wow__load_repo_files_1 Wan_2_2_I2V_14B_Custom_Lora_Wow__load_repo_files_2 Wan_2_2_I2V_14B_Custom_Lora_Wow__load_repo_files_3 Wan_2_2_I2V_14B_Custom_Lora_Wow__load_repo_files_4 Wan_2_2_I2V_14B_Custom_Lora_Wow_generate_video and more · on Hugging Face
  • awake, answering with tools sukriramli/seed-system-dynamics · Online store and commerce
    7 tools at the last check: seed_system_dynamics_simulate seed_system_dynamics_sweep seed_system_dynamics_compare seed_system_dynamics_optimize seed_system_dynamics_stability seed_system_dynamics_diagnose and more · on Hugging Face
  • awake, answering with tools Translsis/SAM3-Demo · Documents and knowledge
    7 tools at the last check: SAM3_Demo_submit_image_job SAM3_Demo_check_image_status SAM3_Demo_submit_video_job SAM3_Demo_check_video_status SAM3_Demo_image_click_handler SAM3_Demo__lambda_ and more · on Hugging Face
  • awake, answering with tools try4werwr/Wan_2.2_I2V_14B_Custom_Lora_Wow · Documents and knowledge
    7 tools at the last check: Wan_2_2_I2V_14B_Custom_Lora_Wow__load_repo_files Wan_2_2_I2V_14B_Custom_Lora_Wow__load_repo_files_1 Wan_2_2_I2V_14B_Custom_Lora_Wow__load_repo_files_2 Wan_2_2_I2V_14B_Custom_Lora_Wow__load_repo_files_3 Wan_2_2_I2V_14B_Custom_Lora_Wow__load_repo_files_4 Wan_2_2_I2V_14B_Custom_Lora_Wow_generate_video and more · on Hugging Face
  • awake, answering with tools viraja1/github_chatgpt_mcp_app · Developer tools and code
    7 tools at the last check: github_chatgpt_mcp_app_get_repo_info github_chatgpt_mcp_app_list_issues github_chatgpt_mcp_app_list_pull_requests github_chatgpt_mcp_app_get_readme github_chatgpt_mcp_app_list_contributors github_chatgpt_mcp_app_list_files and more · on Hugging Face
  • awake, answering with tools ysharma/neurips26-repro-submit · Bookings and appointments
    7 tools at the last check: neurips26_repro_submit_list_claims neurips26_repro_submit_create_space neurips26_repro_submit_validate_space neurips26_repro_submit_submit neurips26_repro_submit_status neurips26_repro_submit_withdraw and more · on Hugging Face
  • awake, answering with tools ytuyu/ltx-video-distilled · Documents and knowledge
    7 tools at the last check: ltx_video_distilled_handle_image_upload_for_dims ltx_video_distilled_handle_video_upload_for_dims ltx_video_distilled_update_task_image ltx_video_distilled_update_task_text ltx_video_distilled_generate ltx_video_distilled_generate_1 and more · on Hugging Face
  • awake, answering with tools aet256/Qwen-Image-Edit-Rapid-AIO-Loras-Experimental · Documents and knowledge
    6 tools at the last check: Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_on_lora_change_ui Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_infer Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_set_output_as_image1 Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_set_output_as_image2 Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_set_output_as_extra Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_add_derived_ref · on Hugging Face
  • awake, answering with tools Hunter26666666/SSI_Space · Legal and compliance
    6 tools at the last check: SSI_Space_list_ssi_cases SSI_Space_get_ssi_case SSI_Space_explain_ssi_case SSI_Space_get_ssi_attribution SSI_Space_compare_ssi_settings SSI_Space_explain_atlas_case · on Hugging Face
  • awake, answering with tools prithivMLmods/TRELLIS.2-Text-to-3D · Documents and knowledge
    6 tools at the last check: TRELLIS_2_Text_to_3D_start_session TRELLIS_2_Text_to_3D_generate_txt2img TRELLIS_2_Text_to_3D_preprocess_image TRELLIS_2_Text_to_3D_preprocess_image_1 TRELLIS_2_Text_to_3D_get_seed TRELLIS_2_Text_to_3D_generate_3d · on Hugging Face
  • awake, answering with tools baohuynhbk14/Qwen3-VL-Demo · Documents and knowledge
    6 tools at the last check: Qwen3_VL_Demo_generate_image Qwen3_VL_Demo_generate_video Qwen3_VL_Demo_generate_pdf Qwen3_VL_Demo_load_and_preview_pdf Qwen3_VL_Demo__lambda_ Qwen3_VL_Demo__lambda__1 · 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 MCP-1st-Birthday/voicekit · Data, search and analytics
    6 tools at the last check: voicekit_extract_embedding voicekit_match_voice voicekit_analyze_acoustics voicekit_transcribe_audio voicekit_isolate_voice voicekit_grade_voice · 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 hugging-apps/h3-world-action-demo · Documents and knowledge
    6 tools at the last check: h3_world_action_demo__fit_keyframe_ui h3_world_action_demo_preview h3_world_action_demo_preview_1 h3_world_action_demo_preview_2 h3_world_action_demo__lambda_ h3_world_action_demo_generate · on Hugging Face
  • awake, answering with tools prithivMLmods/Multimodal-VLM-v1.0 · Documents and knowledge
    6 tools at the last check: Multimodal_VLM_v1_0_noop Multimodal_VLM_v1_0_noop_1 Multimodal_VLM_v1_0_run_doc Multimodal_VLM_v1_0_run_md3 Multimodal_VLM_v1_0_load_doc_example_data Multimodal_VLM_v1_0_load_md3_example_data · on Hugging Face
  • awake, answering with tools prithivMLmods/SAM3-Gemma4-CUDA · Documents and knowledge
    6 tools at the last check: SAM3_Gemma4_CUDA_run_sam3_qwen_detection SAM3_Gemma4_CUDA_explain_detection SAM3_Gemma4_CUDA_run_video_segmentation_mask SAM3_Gemma4_CUDA_run_video_segmentation SAM3_Gemma4_CUDA_image_click_handler SAM3_Gemma4_CUDA__lambda_ · on Hugging Face
  • awake, answering with tools prithivMLmods/SAM3-Plus-Qwen3.5 · Documents and knowledge
    6 tools at the last check: SAM3_Plus_Qwen3_5_run_sam3_qwen_detection SAM3_Plus_Qwen3_5_explain_detection SAM3_Plus_Qwen3_5_run_video_segmentation_mask SAM3_Plus_Qwen3_5_run_video_segmentation SAM3_Plus_Qwen3_5_image_click_handler SAM3_Plus_Qwen3_5__lambda_ · on Hugging Face
  • awake, answering with tools PGausL/Qwen-Image-Edit-Rapid-AIO-Loras-Experimental · Documents and knowledge
    6 tools at the last check: Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_on_lora_change_ui Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_infer Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_set_output_as_image1 Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_set_output_as_image2 Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_set_output_as_extra Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_add_derived_ref · on Hugging Face
  • awake, answering with tools AlekseyCalvin/fast-Kontext-Flux-LoRAs-bySilverAgePoets · Documents and knowledge
    6 tools at the last check: fast_Kontext_Flux_LoRAs_bySilverAgePoets_load_custom_lora fast_Kontext_Flux_LoRAs_bySilverAgePoets_remove_custom_lora fast_Kontext_Flux_LoRAs_bySilverAgePoets_update_selection fast_Kontext_Flux_LoRAs_bySilverAgePoets_infer_with_lora_wrapper fast_Kontext_Flux_LoRAs_bySilverAgePoets__lambda_ fast_Kontext_Flux_LoRAs_bySilverAgePoets_classify_gallery · on Hugging Face
  • awake, answering with tools baohuynhbk14/DeepSeek-OCR-2-DEMO · Documents and knowledge
    6 tools at the last check: DeepSeek_OCR_2_DEMO_load_image_from_file DeepSeek_OCR_2_DEMO_update_page_selector DeepSeek_OCR_2_DEMO_load_image_from_file_1 DeepSeek_OCR_2_DEMO_toggle_prompt_visibility DeepSeek_OCR_2_DEMO_switch_to_boxes_tab DeepSeek_OCR_2_DEMO_process_file · on Hugging Face
  • awake, answering with tools Lightricks/ltx2-relight-lora-demo · Documents and knowledge
    6 tools at the last check: ltx2_relight_lora_demo_update_preview ltx2_relight_lora_demo_update_preview_1 ltx2_relight_lora_demo_update_preview_2 ltx2_relight_lora_demo_update_preview_3 ltx2_relight_lora_demo_update_preview_4 ltx2_relight_lora_demo_generate · on Hugging Face
  • awake, answering with tools Upsampler/joy-caption · Developer tools and code
    6 tools at the last check: joy_caption_toggle_name_box joy_caption_build_prompt joy_caption_build_prompt_1 joy_caption_build_prompt_2 joy_caption_build_prompt_3 joy_caption_chat_joycaption · on Hugging Face
  • awake, answering with tools hugging-apps/tabpfn-3-5-demo · Data, search and analytics
    6 tools at the last check: tabpfn_3_5_demo_on_dataset_change tabpfn_3_5_demo_on_dataset_change_1 tabpfn_3_5_demo_peek_rows tabpfn_3_5_demo_peek_rows_1 tabpfn_3_5_demo_peek_rows_2 tabpfn_3_5_demo_run_tabpfn · on Hugging Face
  • awake, answering with tools townbox/skintokens-for-agents · Documents and knowledge
    6 tools at the last check: rig list_examples get_result view_rig service_info guide · on Hugging Face
  • awake, answering with tools KwabsHug/VisualLearningIdea · Developer tools and code
    6 tools at the last check: VisualLearningIdea_check_words VisualLearningIdea_translate_to_scene VisualLearningIdea_refine_scene VisualLearningIdea_extend_scene VisualLearningIdea_simplify_item VisualLearningIdea_papercraft_rings · on Hugging Face
  • awake, answering with tools LPDoctor/firered-tts3 · Documents and knowledge
    6 tools at the last check: firered_tts3__attr_changed firered_tts3_transcribe_reference firered_tts3_voice_clone firered_tts3_voice_design firered_tts3_semantic_edit firered_tts3_acoustic_edit · on Hugging Face
  • awake, answering with tools observantdistressed/wan2-2-i2v-v3-audio · Documents and knowledge
    6 tools at the last check: wan2_2_i2v_v3_audio_generate_video wan2_2_i2v_v3_audio__update_auto_lora_preview wan2_2_i2v_v3_audio__update_auto_lora_preview_1 wan2_2_i2v_v3_audio_extract_frame wan2_2_i2v_v3_audio_add_custom_lora_fn wan2_2_i2v_v3_audio_remove_custom_lora_fn · on Hugging Face
  • awake, answering with tools patriotyk/firered-tts3 · Documents and knowledge
    6 tools at the last check: firered_tts3_transcribe 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 WoothAmwar/mcp-sentiment · Travel and hospitality
    6 tools at the last check: mcp_sentiment_get_flight_offers_and_paths mcp_sentiment_get_many_flight_offers_and_paths mcp_sentiment_sort_flight_offers mcp_sentiment_remove_non_direct mcp_sentiment_convert_eur_to_usd mcp_sentiment_get_eur_to_usd_rate · on Hugging Face
  • awake, answering with tools Mwsjr419/Qwen-Image-Edit-Rapid-AIO-Loras-Plus · Documents and knowledge
    6 tools at the last check: Qwen_Image_Edit_Rapid_AIO_Loras_Plus_on_lora_change_ui Qwen_Image_Edit_Rapid_AIO_Loras_Plus_infer Qwen_Image_Edit_Rapid_AIO_Loras_Plus_set_output_as_image1 Qwen_Image_Edit_Rapid_AIO_Loras_Plus_set_output_as_image2 Qwen_Image_Edit_Rapid_AIO_Loras_Plus_set_output_as_extra Qwen_Image_Edit_Rapid_AIO_Loras_Plus_add_derived_ref · on Hugging Face
  • awake, answering with tools Sologid/n-atlas-cassava-umuahia · Documents and knowledge
    6 tools at the last check: n_atlas_cassava_umuahia_respond n_atlas_cassava_umuahia_respond_localized n_atlas_cassava_umuahia_transcribe n_atlas_cassava_umuahia_yarn_voice_catalog n_atlas_cassava_umuahia_speak_with_yarngpt n_atlas_cassava_umuahia_speak_with_yarngpt_localized · on Hugging Face
  • awake, answering with tools stable-ai/limix-2-tabular-demo · Documents and knowledge
    6 tools at the last check: limix_2_tabular_demo__peek limix_2_tabular_demo_run_classification limix_2_tabular_demo__peek_1 limix_2_tabular_demo_run_regression limix_2_tabular_demo__peek_2 limix_2_tabular_demo_run_imputation · on Hugging Face
  • awake, answering with tools Succuba/joycaption-beta-one-gguf · Developer tools and code
    6 tools at the last check: joycaption_beta_one_gguf_toggle_name_box joycaption_beta_one_gguf_build_prompt joycaption_beta_one_gguf_build_prompt_1 joycaption_beta_one_gguf_build_prompt_2 joycaption_beta_one_gguf_build_prompt_3 joycaption_beta_one_gguf_stream_caption · on Hugging Face
  • awake, answering with tools 10ml-team/perfume-finder · Documents and knowledge
    6 tools at the last check: perfume_finder_search_perfumes perfume_finder_perfume_profile perfume_finder_similar_perfumes perfume_finder_perfume_alternatives perfume_finder_explain_note perfume_finder_compare_perfumes · on Hugging Face
  • awake, answering with tools abuzarhussain/qwen-image-2-1-demo · Documents and knowledge
    6 tools at the last check: qwen_image_2_1_demo_generate qwen_image_2_1_demo_edit qwen_image_2_1_demo__lambda_ qwen_image_2_1_demo_generate_transparent qwen_image_2_1_demo__login qwen_image_2_1_demo__login_1 · 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 agentN0/orcarouter-qwen3.8-27b-uncensored-demo · Documents and knowledge
    6 tools at the last check: orcarouter_qwen3_8_27b_uncensored_demo_respond orcarouter_qwen3_8_27b_uncensored_demo_inspect_uploads orcarouter_qwen3_8_27b_uncensored_demo_analyse_uploads orcarouter_qwen3_8_27b_uncensored_demo__lambda_ orcarouter_qwen3_8_27b_uncensored_demo_run_probe orcarouter_qwen3_8_27b_uncensored_demo_api_chat · on Hugging Face
  • awake, answering with tools Agents-MCP-Hackathon/simple-calculator · Bookings and appointments
    6 tools at the last check: simple_calculator_calculate simple_calculator_get_dad_joke simple_calculator_greet simple_calculator_generate_image2 simple_calculator_get_google_book_filtered simple_calculator_get_google_books_book_by_id · on Hugging Face
  • awake, answering with tools alihmaou/mymcptools · Bookings and appointments
    6 tools at the last check: mymcptools_blagues mymcptools_meteo mymcptools_multiplicateur mymcptools_prim_api_prochain_passage mymcptools_strawberry mymcptools_sum_numbers · on Hugging Face
  • awake, answering with tools AnishHF/Qwen3-VL-Demo · Documents and knowledge
    6 tools at the last check: Qwen3_VL_Demo_generate_image Qwen3_VL_Demo_generate_video Qwen3_VL_Demo_generate_pdf Qwen3_VL_Demo_load_and_preview_pdf Qwen3_VL_Demo__lambda_ Qwen3_VL_Demo__lambda__1 · on Hugging Face
  • awake, answering with tools anne-voigt/pdac-genomics-agent · Data, search and analytics
    6 tools at the last check: pdac_genomics_agent_query_variant_status pdac_genomics_agent_variant_by_subtype pdac_genomics_agent_variant_by_clinical_attribute pdac_genomics_agent_variant_by_variant pdac_genomics_agent_panel pdac_genomics_agent__check_login_status · 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 badRobot1007/Qwen-Image-Edit-Rapid-AIO-Loras-Experimental · Documents and knowledge
    6 tools at the last check: Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_on_lora_change_ui Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_infer Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_set_output_as_image1 Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_set_output_as_image2 Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_set_output_as_extra Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_add_derived_ref · on Hugging Face
  • awake, answering with tools bennie2390/Qwen-Image-Edit-Rapid-AIO-Loras-Experimental · Documents and knowledge
    6 tools at the last check: Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_on_lora_change_ui Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_infer Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_set_output_as_image1 Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_set_output_as_image2 Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_set_output_as_extra Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_add_derived_ref · on Hugging Face
  • awake, answering with tools bhatanerohan/SAM3d-text-to-3d · Documents and knowledge
    6 tools at the last check: SAM3d_text_to_3d_generate_3d_ui SAM3d_text_to_3d_update_counter SAM3d_text_to_3d_edit_3d_ui SAM3d_text_to_3d_update_counter_1 SAM3d_text_to_3d_generate_3d_model SAM3d_text_to_3d_edit_3d_model · 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