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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

1,893 match.

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  • awake, answering with tools amisima/Wan_2.2_I2V_Studio · Documents and knowledge
    166 tools at the last check: Wan_2_2_I2V_Studio_runtime_report Wan_2_2_I2V_Studio__lambda_ Wan_2_2_I2V_Studio__lambda__1 Wan_2_2_I2V_Studio__lambda__2 Wan_2_2_I2V_Studio__lambda__3 Wan_2_2_I2V_Studio__lambda__4 and more · on Hugging Face
  • awake, answering with tools Ben2390/Wan_2.2_I2V_Studio-2 · Documents and knowledge
    164 tools at the last check: Wan_2_2_I2V_Studio_2_runtime_report Wan_2_2_I2V_Studio_2__lambda_ Wan_2_2_I2V_Studio_2__lambda__1 Wan_2_2_I2V_Studio_2__lambda__2 Wan_2_2_I2V_Studio_2__lambda__3 Wan_2_2_I2V_Studio_2__lambda__4 and more · on Hugging Face
  • awake, answering with tools ppqxu/Wan_2.2_I2V_Studio · Documents and knowledge
    159 tools at the last check: Wan_2_2_I2V_Studio_runtime_report Wan_2_2_I2V_Studio__lambda_ Wan_2_2_I2V_Studio__lambda__1 Wan_2_2_I2V_Studio__lambda__2 Wan_2_2_I2V_Studio__lambda__3 Wan_2_2_I2V_Studio__lambda__4 and more · on Hugging Face
  • awake, answering with tools amisima/Qwen-2.1-Turbo-Qwen-Face-Swap-MOSS-Image-Edit-Outpaint-Qwen-Detail-Enhancer · Documents and knowledge
    118 tools at the last check: Qwen_2_1_Turbo_Qwen_Face_Swap_MOSS_Image_Edit_Outpaint_Qwen_Detail_Enhancer_on_operation_style_change Qwen_2_1_Turbo_Qwen_Face_Swap_MOSS_Image_Edit_Outpaint_Qwen_Detail_Enhancer_on_fast_lora_change Qwen_2_1_Turbo_Qwen_Face_Swap_MOSS_Image_Edit_Outpaint_Qwen_Detail_Enhancer_infer Qwen_2_1_Turbo_Qwen_Face_Swap_MOSS_Image_Edit_Outpaint_Qwen_Detail_Enhancer_describe_output Qwen_2_1_Turbo_Qwen_Face_Swap_MOSS_Image_Edit_Outpaint_Qwen_Detail_Enhancer_set_output_as_image1 Qwen_2_1_Turbo_Qwen_Face_Swap_MOSS_Image_Edit_Outpaint_Qwen_Detail_Enhancer_set_output_as_image2 and more · on Hugging Face
  • awake, answering with tools vml12/wan-studio-pro · Documents and knowledge
    84 tools at the last check: wan_studio_pro__lambda_ wan_studio_pro__lambda__1 wan_studio_pro__lambda__2 wan_studio_pro__lambda__3 wan_studio_pro__lambda__4 wan_studio_pro__lambda__5 and more · on Hugging Face
  • awake, answering with tools raubatz/flux2klein-lora-playground · Documents and knowledge
    84 tools at the last check: flux2klein_lora_playground_reencode_upload flux2klein_lora_playground_on_base_image_change flux2klein_lora_playground_resolve_input_download flux2klein_lora_playground_make_solid_base_image flux2klein_lora_playground_on_base_image_change_1 flux2klein_lora_playground_reencode_upload_1 and more · on Hugging Face
  • awake, answering with tools vml12/wan-studio-pro-v2 · Documents and knowledge
    79 tools at the last check: wan_studio_pro_v2__lambda_ wan_studio_pro_v2__lambda__1 wan_studio_pro_v2__lambda__2 wan_studio_pro_v2__lambda__3 wan_studio_pro_v2__lambda__4 wan_studio_pro_v2__lambda__5 and more · on Hugging Face
  • awake Gotlayeh/Qwen-2.1-Turbo · Documents and knowledge
    74 tools when last seen awake, 2026-11-10: Qwen_2_1_Turbo_on_lora_change_ui Qwen_2_1_Turbo_on_fast_lora_change Qwen_2_1_Turbo_infer Qwen_2_1_Turbo_describe_output Qwen_2_1_Turbo_set_output_as_image1 Qwen_2_1_Turbo_set_output_as_image2 and more · on Hugging Face
  • awake, answering with tools Jffddj/Qwen-2.1-Turbo · Documents and knowledge
    74 tools at the last check: Qwen_2_1_Turbo_on_lora_change_ui Qwen_2_1_Turbo_on_fast_lora_change Qwen_2_1_Turbo_infer Qwen_2_1_Turbo_describe_output Qwen_2_1_Turbo_set_output_as_image1 Qwen_2_1_Turbo_set_output_as_image2 and more · on Hugging Face
  • awake, answering with tools Ma1ru2f3/All-api · Documents and knowledge
    74 tools at the last check: All_api_on_lora_change_ui All_api_on_fast_lora_change All_api_infer All_api_describe_output All_api_set_output_as_image1 All_api_set_output_as_image2 and more · on Hugging Face
  • awake, answering with tools M3st3rJ4k3l/FLUX.2-Klein-Multi-LoRA-v2 · Documents and knowledge
    71 tools at the last check: FLUX_2_Klein_Multi_LoRA_v2_reencode_upload FLUX_2_Klein_Multi_LoRA_v2_on_base_image_change FLUX_2_Klein_Multi_LoRA_v2_on_reference_change FLUX_2_Klein_Multi_LoRA_v2_update_weight_sliders FLUX_2_Klein_Multi_LoRA_v2_add_custom_lora FLUX_2_Klein_Multi_LoRA_v2_add_custom_prompt and more · on Hugging Face
  • awake, answering with tools GeoGeo1/FLUX.2-Klein-Multi-LoRA-v2 · Documents and knowledge
    71 tools at the last check: FLUX_2_Klein_Multi_LoRA_v2_reencode_upload FLUX_2_Klein_Multi_LoRA_v2_on_base_image_change FLUX_2_Klein_Multi_LoRA_v2_on_reference_change FLUX_2_Klein_Multi_LoRA_v2_update_weight_sliders FLUX_2_Klein_Multi_LoRA_v2_add_custom_lora FLUX_2_Klein_Multi_LoRA_v2_add_custom_prompt and more · on Hugging Face
  • awake, answering with tools GTO83/FLUX.2-Klein-Multi-LoRA-v2 · Documents and knowledge
    71 tools at the last check: FLUX_2_Klein_Multi_LoRA_v2_reencode_upload FLUX_2_Klein_Multi_LoRA_v2_on_base_image_change FLUX_2_Klein_Multi_LoRA_v2_on_reference_change FLUX_2_Klein_Multi_LoRA_v2_update_weight_sliders FLUX_2_Klein_Multi_LoRA_v2_add_custom_lora FLUX_2_Klein_Multi_LoRA_v2_add_custom_prompt and more · on Hugging Face
  • awake, answering with tools Matejstein/FLUX.2-Klein-Multi-LoRA-v2 · Documents and knowledge
    71 tools at the last check: FLUX_2_Klein_Multi_LoRA_v2_reencode_upload FLUX_2_Klein_Multi_LoRA_v2_on_base_image_change FLUX_2_Klein_Multi_LoRA_v2_on_reference_change FLUX_2_Klein_Multi_LoRA_v2_update_weight_sliders FLUX_2_Klein_Multi_LoRA_v2_add_custom_lora FLUX_2_Klein_Multi_LoRA_v2_add_custom_prompt and more · on Hugging Face
  • awake, answering with tools MCP-1st-Birthday/Finance-Portfolio-Intelligence-Platform · Documents and knowledge
    69 tools at the last check: Finance_Portfolio_Intelligence_Platform_update_live_preview Finance_Portfolio_Intelligence_Platform_fetch_and_update_preview Finance_Portfolio_Intelligence_Platform_handle_load_past_portfolio Finance_Portfolio_Intelligence_Platform_handle_analysis Finance_Portfolio_Intelligence_Platform_export_current_analysis_pdf Finance_Portfolio_Intelligence_Platform_export_current_analysis_csv and more · on Hugging Face
  • awake, answering with tools mmmat32/FLUX.2-Klein-Multi-LoRA-3D-Angle · Documents and knowledge
    65 tools at the last check: FLUX_2_Klein_Multi_LoRA_3D_Angle_reencode_upload FLUX_2_Klein_Multi_LoRA_3D_Angle_on_base_image_change FLUX_2_Klein_Multi_LoRA_3D_Angle_on_reference_change FLUX_2_Klein_Multi_LoRA_3D_Angle_img_to_b64 FLUX_2_Klein_Multi_LoRA_3D_Angle__lambda_ FLUX_2_Klein_Multi_LoRA_3D_Angle_update_prompt_with_camera and more · on Hugging Face
  • awake, answering with tools Hittler-AI/FLUX.2-Klein-Multi-LoRA · Documents and knowledge
    57 tools at the last check: FLUX_2_Klein_Multi_LoRA_reencode_upload FLUX_2_Klein_Multi_LoRA_on_base_image_change FLUX_2_Klein_Multi_LoRA_on_reference_change FLUX_2_Klein_Multi_LoRA_update_weight_sliders FLUX_2_Klein_Multi_LoRA_add_custom_lora FLUX_2_Klein_Multi_LoRA_add_custom_prompt and more · on Hugging Face
  • awake, answering with tools CirujanoRetro/FLUX.2-Klein-Multi-LoRA · Documents and knowledge
    57 tools at the last check: FLUX_2_Klein_Multi_LoRA_reencode_upload FLUX_2_Klein_Multi_LoRA_on_base_image_change FLUX_2_Klein_Multi_LoRA_on_reference_change FLUX_2_Klein_Multi_LoRA_update_weight_sliders FLUX_2_Klein_Multi_LoRA_add_custom_lora FLUX_2_Klein_Multi_LoRA_add_custom_prompt and more · on Hugging Face
  • awake, answering with tools yayite/FLUX.2-Klein-Multi-LoRA · Documents and knowledge
    57 tools at the last check: FLUX_2_Klein_Multi_LoRA_reencode_upload FLUX_2_Klein_Multi_LoRA_on_base_image_change FLUX_2_Klein_Multi_LoRA_on_reference_change FLUX_2_Klein_Multi_LoRA_update_weight_sliders FLUX_2_Klein_Multi_LoRA_add_custom_lora FLUX_2_Klein_Multi_LoRA_add_custom_prompt and more · on Hugging Face
  • awake, answering with tools gcc9/FLUX.2-Klein-Multi-LoRA · Documents and knowledge
    57 tools at the last check: FLUX_2_Klein_Multi_LoRA_reencode_upload FLUX_2_Klein_Multi_LoRA_on_base_image_change FLUX_2_Klein_Multi_LoRA_on_reference_change FLUX_2_Klein_Multi_LoRA_update_weight_sliders FLUX_2_Klein_Multi_LoRA_add_custom_lora FLUX_2_Klein_Multi_LoRA_add_custom_prompt and more · on Hugging Face
  • awake, answering with tools Rickie1092/rdvid · Documents and knowledge
    55 tools at the last check: rdvid__lambda_ rdvid__lambda__1 rdvid__lambda__2 rdvid__lambda__3 rdvid__lambda__4 rdvid__lambda__5 and more · on Hugging Face
  • awake Rodmanai/LeoAi-Lite · Documents and knowledge
    55 tools when last seen awake, 2026-11-10: LeoAi_Lite_ask_leo LeoAi_Lite_respond LeoAi_Lite_maybe_generate_quick_replies LeoAi_Lite__lambda_ LeoAi_Lite_respond_1 LeoAi_Lite_maybe_generate_quick_replies_1 and more · on Hugging Face
  • awake, answering with tools prithivMLmods/Map-Anything-v1 · Documents and knowledge
    53 tools at the last check: Map_Anything_v1__lambda_ Map_Anything_v1__lambda__1 Map_Anything_v1__lambda__2 Map_Anything_v1__lambda__3 Map_Anything_v1__lambda__4 Map_Anything_v1__lambda__5 and more · on Hugging Face
  • awake, answering with tools higuys123445/Qwen-Image-Edit-2511-Custom-Lora-Fast · Documents and knowledge
    49 tools at the last check: Qwen_Image_Edit_2511_Custom_Lora_Fast_on_lora_change_ui Qwen_Image_Edit_2511_Custom_Lora_Fast_on_fast_lora_change Qwen_Image_Edit_2511_Custom_Lora_Fast_append_nsfw_triggers Qwen_Image_Edit_2511_Custom_Lora_Fast_append_nsfw_triggers_1 Qwen_Image_Edit_2511_Custom_Lora_Fast_append_nsfw_triggers_2 Qwen_Image_Edit_2511_Custom_Lora_Fast_prefetch_loras and more · on Hugging Face
  • awake, answering with tools okabento/Qwen-Image-Edit-2511-Custom-Lora-Fast · Documents and knowledge
    49 tools at the last check: Qwen_Image_Edit_2511_Custom_Lora_Fast_on_lora_change_ui Qwen_Image_Edit_2511_Custom_Lora_Fast_on_fast_lora_change Qwen_Image_Edit_2511_Custom_Lora_Fast_append_nsfw_triggers Qwen_Image_Edit_2511_Custom_Lora_Fast_append_nsfw_triggers_1 Qwen_Image_Edit_2511_Custom_Lora_Fast_append_nsfw_triggers_2 Qwen_Image_Edit_2511_Custom_Lora_Fast_prefetch_loras and more · on Hugging Face
  • awake, answering with tools Secretporter/Qwen-Image-Edit-2511-Custom-Lora-Fast2 · Documents and knowledge
    49 tools at the last check: Qwen_Image_Edit_2511_Custom_Lora_Fast2_on_lora_change_ui Qwen_Image_Edit_2511_Custom_Lora_Fast2_on_fast_lora_change Qwen_Image_Edit_2511_Custom_Lora_Fast2_append_nsfw_triggers Qwen_Image_Edit_2511_Custom_Lora_Fast2_append_nsfw_triggers_1 Qwen_Image_Edit_2511_Custom_Lora_Fast2_append_nsfw_triggers_2 Qwen_Image_Edit_2511_Custom_Lora_Fast2_prefetch_loras and more · on Hugging Face
  • awake, answering with tools sfsf345323ed/W2CL · Documents and knowledge
    47 tools at the last check: W2CL__lambda_ W2CL__lambda__1 W2CL__lambda__2 W2CL__lambda__3 W2CL__lambda__4 W2CL__lambda__5 and more · on Hugging Face
  • awake, answering with tools hugging-apps/gnm-v3-head-demo · Documents and knowledge
    46 tools at the last check: gnm_v3_head_demo_render_view gnm_v3_head_demo_render_view_1 gnm_v3_head_demo_render_view_2 gnm_v3_head_demo_render_view_3 gnm_v3_head_demo_render_view_4 gnm_v3_head_demo_render_view_5 and more · on Hugging Face
  • awake, answering with tools Armanarmy/Wan_2.2_I2V_14B_Custom_Lora · Documents and knowledge
    40 tools at the last check: Wan_2_2_I2V_14B_Custom_Lora__lambda_ Wan_2_2_I2V_14B_Custom_Lora__lambda__1 Wan_2_2_I2V_14B_Custom_Lora__lambda__2 Wan_2_2_I2V_14B_Custom_Lora__lambda__3 Wan_2_2_I2V_14B_Custom_Lora__lambda__4 Wan_2_2_I2V_14B_Custom_Lora__lambda__5 and more · on Hugging Face
  • awake, answering with tools crydamour/Wan_2.2_I2V_14B_Custom_Lora · Documents and knowledge
    40 tools at the last check: Wan_2_2_I2V_14B_Custom_Lora__lambda_ Wan_2_2_I2V_14B_Custom_Lora__lambda__1 Wan_2_2_I2V_14B_Custom_Lora__lambda__2 Wan_2_2_I2V_14B_Custom_Lora__lambda__3 Wan_2_2_I2V_14B_Custom_Lora__lambda__4 Wan_2_2_I2V_14B_Custom_Lora__lambda__5 and more · on Hugging Face
  • awake tabrezahmed51/Qwen-Image-Edit-Rapid-AIO-Loras-Experimental · Documents and knowledge
    40 tools when last seen awake, 2026-11-10: Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_validate_url Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_on_version_change Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_start_download Qwen_Image_Edit_Rapid_AIO_Loras_Experimental__lambda_ Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_cancel_download Qwen_Image_Edit_Rapid_AIO_Loras_Experimental__lambda__1 and more · on Hugging Face
  • awake, answering with tools Vid2882/LP1 · Documents and knowledge
    40 tools at the last check: LP1__lambda_ LP1__lambda__1 LP1__lambda__2 LP1__lambda__3 LP1__lambda__4 LP1__lambda__5 and more · on Hugging Face
  • awake, answering with tools razaali10/Urban_Drainage · Documents and knowledge
    39 tools at the last check: Urban_Drainage_openswmm_register_model_file Urban_Drainage_openswmm_read_inp_file Urban_Drainage_openswmm_validate_inp_file Urban_Drainage_openswmm_get_model_summary_file Urban_Drainage_openswmm_run_simulation_file Urban_Drainage_openswmm_detect_2d_features_file and more · on Hugging Face
  • awake, answering with tools alaub/uqied · Documents and knowledge
    38 tools at the last check: uqied_randomize_seed_value uqied__lambda_ uqied_infer uqied_lora_checks_change uqied_lora_checks_change_1 uqied_lora_checks_change_2 and more · on Hugging Face
  • awake, answering with tools traderharikrishna/Wan_2.2_I2V_14B_Custom_Lora · Documents and knowledge
    37 tools at the last check: Wan_2_2_I2V_14B_Custom_Lora__lambda_ Wan_2_2_I2V_14B_Custom_Lora__lambda__1 Wan_2_2_I2V_14B_Custom_Lora__lambda__2 Wan_2_2_I2V_14B_Custom_Lora__lambda__3 Wan_2_2_I2V_14B_Custom_Lora__lambda__4 Wan_2_2_I2V_14B_Custom_Lora__lambda__5 and more · on Hugging Face
  • awake Ridinthatjawn/Wan_2.2_I2V_14B_Custom_Lora · Documents and knowledge
    37 tools when last seen awake, 2026-11-10: Wan_2_2_I2V_14B_Custom_Lora__lambda_ Wan_2_2_I2V_14B_Custom_Lora__lambda__1 Wan_2_2_I2V_14B_Custom_Lora__lambda__2 Wan_2_2_I2V_14B_Custom_Lora__lambda__3 Wan_2_2_I2V_14B_Custom_Lora__lambda__4 Wan_2_2_I2V_14B_Custom_Lora__lambda__5 and more · on Hugging Face
  • awake, answering with tools multimodalart/Qwen-Image-Edit-Angles-2 · Documents and knowledge
    29 tools at the last check: Qwen_Image_Edit_Angles_2_update_prompt_from_sliders Qwen_Image_Edit_Angles_2_update_prompt_from_sliders_1 Qwen_Image_Edit_Angles_2_update_prompt_from_sliders_2 Qwen_Image_Edit_Angles_2_update_prompt_from_sliders_3 Qwen_Image_Edit_Angles_2_sync_3d_to_sliders Qwen_Image_Edit_Angles_2_maybe_infer and more · on Hugging Face
  • awake, answering with tools Jeffgold/JauCPC · Documents and knowledge
    26 tools at the last check: JauCPC_update_calculator JauCPC_session_create JauCPC_upload_file JauCPC_upload_file_direct JauCPC_list_session_files JauCPC_download_file and more · on Hugging Face
  • awake, answering with tools MCP-1st-Birthday/JauCPC · Documents and knowledge
    26 tools at the last check: JauCPC_update_calculator JauCPC_session_create JauCPC_upload_file JauCPC_upload_file_direct JauCPC_list_session_files JauCPC_download_file and more · on Hugging Face
  • awake, answering with tools linoyts/Qwen-Image-Edit-Angles · Documents and knowledge
    22 tools at the last check: Qwen_Image_Edit_Angles_update_prompt_from_sliders Qwen_Image_Edit_Angles_update_prompt_from_sliders_1 Qwen_Image_Edit_Angles_update_prompt_from_sliders_2 Qwen_Image_Edit_Angles_update_prompt_from_sliders_3 Qwen_Image_Edit_Angles_sync_3d_to_sliders Qwen_Image_Edit_Angles_maybe_infer and more · on Hugging Face
  • awake, answering with tools Aahana787/Qwen-NSFW-Editor · Documents and knowledge
    21 tools at the last check: Qwen_NSFW_Editor_clear_lora_stack Qwen_NSFW_Editor_preset_undress_cum Qwen_NSFW_Editor_preset_undress_only Qwen_NSFW_Editor_preset_creampie_only Qwen_NSFW_Editor_preset_handjob Qwen_NSFW_Editor_preset_blowjob and more · on Hugging Face
  • awake, answering with tools MCP-1st-Birthday/Falconzz_M.C.P_Hackathon · Documents and knowledge
    20 tools at the last check: Falconzz_M_C_P_Hackathon_update_api_key_and_client Falconzz_M_C_P_Hackathon_update_prompts_and_save Falconzz_M_C_P_Hackathon_load_prompt Falconzz_M_C_P_Hackathon_load_prompt_1 Falconzz_M_C_P_Hackathon_load_prompt_2 Falconzz_M_C_P_Hackathon_load_prompt_3 and more · on Hugging Face
  • awake, answering with tools murtadha9/edit-video-by-typing · Documents and knowledge
    19 tools at the last check: edit_video_by_typing_switch_language edit_video_by_typing_interpret_command edit_video_by_typing_refresh_plan edit_video_by_typing_fill_trim edit_video_by_typing_fill_merge edit_video_by_typing_fill_vertical and more · on Hugging Face
  • awake, answering with tools OraRL/video-ora-9b-demo · Documents and knowledge
    18 tools at the last check: video_ora_9b_demo__video_profile_ui video_ora_9b_demo__video_profile_ui_1 video_ora_9b_demo_partial video_ora_9b_demo_partial_1 video_ora_9b_demo_partial_2 video_ora_9b_demo_run_video_grounding and more · on Hugging Face
  • awake, answering with tools richardchencccc/of3gs-demo · Documents and knowledge
    18 tools at the last check: of3gs_demo_load of3gs_demo_load_1 of3gs_demo_load_2 of3gs_demo_load_3 of3gs_demo_load_4 of3gs_demo__preview_images and more · on Hugging Face
  • awake, answering with tools Xhaheen/Derive_2026_dxb · Documents and knowledge
    18 tools at the last check: Derive_2026_dxb_update_api_key_and_client Derive_2026_dxb_update_prompts_and_save Derive_2026_dxb_load_prompt Derive_2026_dxb_load_prompt_1 Derive_2026_dxb_load_prompt_2 Derive_2026_dxb_load_prompt_3 and more · on Hugging Face
  • awake, answering with tools townbox/character-animation-for-agents · Documents and knowledge
    16 tools at the last check: animate_mesh rig prepare_asset animate inbetween edit_joints and more · on Hugging Face
  • awake, answering with tools jrhode666/stay-true-tatbot · Documents and knowledge
    16 tools at the last check: stay_true_tatbot__send stay_true_tatbot__send_1 stay_true_tatbot__lambda_ stay_true_tatbot__lambda__1 stay_true_tatbot__lambda__2 stay_true_tatbot__lambda__3 and more · on Hugging Face
  • awake, answering with tools NLarchive/Qagents-workflows · Documents and knowledge
    16 tools at the last check: Qagents_workflows_respond Qagents_workflows_respond_1 Qagents_workflows__lambda_ Qagents_workflows_show_help Qagents_workflows_show_status Qagents_workflows__lambda__1 and more · on Hugging Face
  • awake Bambangd3/Qwen-Image-Edit-2509-Custom · Documents and knowledge
    15 tools when last seen awake, 2026-11-10: Qwen_Image_Edit_2509_Custom_clear_lora_stack Qwen_Image_Edit_2509_Custom__lambda_ Qwen_Image_Edit_2509_Custom__lambda__1 Qwen_Image_Edit_2509_Custom__lambda__2 Qwen_Image_Edit_2509_Custom__lambda__3 Qwen_Image_Edit_2509_Custom__lambda__4 and more · 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