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.

9,404Spaces on the map

4,172awake

2,701asleep

2,531unavailable

States from the Hugging Face API, read 2026-11-14 04:05 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

1,891 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 docling-project/DeskForge · Documents and knowledge
2 tools at the last check: DeskForge_ground DeskForge_duel_api · on Hugging Face
awake, answering with tools Hamtst/wan2-2-free-uncensored · Documents and knowledge
2 tools at the last check: wan2_2_free_uncensored_generate_video wan2_2_free_uncensored_extract_frame · on Hugging Face
awake, answering with tools hugging-apps/flux2-klein-tailsteer · Documents and knowledge
2 tools at the last check: flux2_klein_tailsteer__chain flux2_klein_tailsteer_generate · on Hugging Face
awake, answering with tools hugging-apps/jev-27b-vl · Documents and knowledge
2 tools at the last check: jev_27b_vl_decide jev_27b_vl_escalate · on Hugging Face
awake, answering with tools hugging-apps/matilda-jev · Documents and knowledge
2 tools at the last check: matilda_jev_decide_one matilda_jev_decide_request · on Hugging Face
awake, answering with tools hugging-apps/minimax-h3-prompt-rewriter-8 · Documents and knowledge
2 tools at the last check: minimax_h3_prompt_rewriter_8_rewrite minimax_h3_prompt_rewriter_8_rewrite_1 · on Hugging Face
awake, answering with tools hugging-apps/qwen-drive-1-vqa-demo · Documents and knowledge
2 tools at the last check: qwen_drive_1_vqa_demo_answer_question qwen_drive_1_vqa_demo_plan_scene · on Hugging Face
awake, answering with tools inclusionAI/llada-ui-gui-agent-demo · Documents and knowledge
2 tools at the last check: llada_ui_gui_agent_demo_ground llada_ui_gui_agent_demo_act · on Hugging Face
awake, answering with tools innoai/flux-klein-9b-kv · Documents and knowledge
2 tools at the last check: flux_klein_9b_kv_update_dimensions_from_image flux_klein_9b_kv_infer · on Hugging Face
awake, answering with tools ivannm/WAN2.2_I2V_LIGHTNING_4-8step_custom_copy · Documents and knowledge
2 tools at the last check: WAN2_2_I2V_LIGHTNING_4_8step_custom_copy_generate_video WAN2_2_I2V_LIGHTNING_4_8step_custom_copy_extract_frame · on Hugging Face
awake, answering with tools Limmmavinnny/wan2-2-fp8da-aoti-old-backup · Documents and knowledge
2 tools at the last check: wan2_2_fp8da_aoti_old_backup_generate_video wan2_2_fp8da_aoti_old_backup_extract_frame · on Hugging Face
awake, answering with tools Menyudadas/wan2-2-fp8da-aoti-preview2 · Documents and knowledge
2 tools at the last check: wan2_2_fp8da_aoti_preview2_generate_video wan2_2_fp8da_aoti_preview2_extract_frame · on Hugging Face
awake, answering with tools Mnichal/wan2-2-i2v-v3 · Documents and knowledge
2 tools at the last check: wan2_2_i2v_v3_generate_video wan2_2_i2v_v3_extract_frame · on Hugging Face
awake, answering with tools Racchhyyyuu/wan555 · Documents and knowledge
2 tools at the last check: wan555_generate_video wan555_extract_frame · on Hugging Face
awake, answering with tools redstoneleo/Edge-TTS-MCP-Server · Documents and knowledge
2 tools at the last check: Edge_TTS_MCP_Server_list_voices Edge_TTS_MCP_Server_text_to_speech · on Hugging Face
awake, answering with tools TontaubeAI/tontaube-v1-tts-demo · Documents and knowledge
2 tools at the last check: tontaube_v1_tts_demo__lambda_ tontaube_v1_tts_demo_synthesize · on Hugging Face
awake, answering with tools AlekseyCalvin/Deforum_Soonr · Documents and knowledge
2 tools at the last check: Deforum_Soonr_process Deforum_Soonr_stop_gen · on Hugging Face
awake, answering with tools Aura1in/wan777 · Documents and knowledge
2 tools at the last check: wan777_generate_video wan777_extract_frame · on Hugging Face
awake, answering with tools bliztech/qwen-image-2-1 · Documents and knowledge
2 tools at the last check: qwen_image_2_1_prepare qwen_image_2_1_generate_image · on Hugging Face
awake, answering with tools Flubstar/wan2.2_14b_i2v_480p_lightning_nsfw_diffusers · Documents and knowledge
2 tools at the last check: wan2_2_14b_i2v_480p_lightning_nsfw_diffusers_generate_video wan2_2_14b_i2v_480p_lightning_nsfw_diffusers_extract_frame · on Hugging Face
awake, answering with tools ForgeWM/forgewm-world-model · Documents and knowledge
2 tools at the last check: forgewm_world_model_generate_example forgewm_world_model_generate · on Hugging Face
awake, answering with tools FudanCVL/sam2matting · Documents and knowledge
2 tools at the last check: sam2matting_image_matting sam2matting_video_matting · on Hugging Face
awake, answering with tools hugging-apps/eovsam-open-vocab-segmentation · Documents and knowledge
2 tools at the last check: eovsam_open_vocab_segmentation_apply_preset eovsam_open_vocab_segmentation_segment · on Hugging Face
awake, answering with tools hugging-apps/minimax-h3-prompt-rewriter-5 · Documents and knowledge
2 tools at the last check: minimax_h3_prompt_rewriter_5_rewrite minimax_h3_prompt_rewriter_5_rewrite_1 · on Hugging Face
awake, answering with tools hugging-apps/omnialign-demo · Documents and knowledge
2 tools at the last check: omnialign_demo_run_word_alignment omnialign_demo_run_sentence_alignment · on Hugging Face
awake, answering with tools hugging-apps/unispace-gen-edit · Documents and knowledge
2 tools at the last check: unispace_gen_edit_generate unispace_gen_edit_edit · on Hugging Face
awake, answering with tools hugging-apps/zdtaichu5-9b-demo · Documents and knowledge
2 tools at the last check: zdtaichu5_9b_demo__preview_gallery zdtaichu5_9b_demo_answer · on Hugging Face
awake, answering with tools Luminia/CorridorKey · Documents and knowledge
2 tools at the last check: CorridorKey_process_video CorridorKey_process_video_v2 · on Hugging Face
awake, answering with tools mehmetkeremturkcan/urbananonymizer · Documents and knowledge
2 tools at the last check: urbananonymizer__toggle_boxes urbananonymizer_anonymize · on Hugging Face
awake, answering with tools Surpem/supertron3-0-8b-demo · Documents and knowledge
2 tools at the last check: supertron3_0_8b_demo_ground supertron3_0_8b_demo_call_tools · on Hugging Face
awake, answering with tools ufrik/best-swp · Documents and knowledge
2 tools at the last check: best_swp_on_mode_change best_swp_face_swap · on Hugging Face
awake, answering with tools yalishanda/dynamics-needed · Documents and knowledge
2 tools at the last check: dynamics_needed__autofill_from_file dynamics_needed_humanize · on Hugging Face
awake, answering with tools abhi199424/voice-clone-studio · Documents and knowledge
2 tools at the last check: voice_clone_studio_on_language_change voice_clone_studio_clone_voice · on Hugging Face
awake, answering with tools aF08529/wan777 · Documents and knowledge
2 tools at the last check: wan777_generate_video wan777_extract_frame · on Hugging Face
awake, answering with tools akashgundgire78/zero123-views · Documents and knowledge
2 tools at the last check: zero123_views_on_lora_change_ui zero123_views_infer · on Hugging Face
awake, answering with tools arvban/bindscout · Documents and knowledge
2 tools at the last check: bindscout_score bindscout_score_target · on Hugging Face
awake, answering with tools asnelt/mnistvit · Documents and knowledge
2 tools at the last check: mnistvit_predict_base64 mnistvit_predict_file · on Hugging Face
awake, answering with tools asterxlabs/asternet-vietnamese-ocr · Documents and knowledge
2 tools at the last check: asternet_vietnamese_ocr_recognize_line asternet_vietnamese_ocr_recognize_document · on Hugging Face
awake, answering with tools bahadobay/dodona · Documents and knowledge
2 tools at the last check: dodona_list_questions dodona_ask · on Hugging Face
awake, answering with tools boneyland/UniSS · Documents and knowledge
2 tools at the last check: UniSS_transcribe UniSS_translate · on Hugging Face
awake, answering with tools boooozhang/FAHR-Face · Documents and knowledge
2 tools at the last check: FAHR_Face_analyze FAHR_Face_runtime_check · on Hugging Face
awake, answering with tools burhanyilmaz/clef-playground · Documents and knowledge
2 tools at the last check: clef_playground_decide clef_playground_decide_json · on Hugging Face
awake, answering with tools cbensimon/wan2-2-fp8da-aoti-preview-33 · Documents and knowledge
2 tools at the last check: wan2_2_fp8da_aoti_preview_33_generate_video wan2_2_fp8da_aoti_preview_33_extract_frame · on Hugging Face
awake, answering with tools ChopperBlu/wan22-i2v · Documents and knowledge
2 tools at the last check: wan22_i2v_enhance_video wan22_i2v_generate_video · on Hugging Face
awake, answering with tools daniel042310/bfs-best-face-swap · Documents and knowledge
2 tools at the last check: bfs_best_face_swap_on_mode_change bfs_best_face_swap_face_swap · on Hugging Face
awake, answering with tools elbobo/wan2-2-i2v-v3 · Documents and knowledge
2 tools at the last check: wan2_2_i2v_v3_generate_video wan2_2_i2v_v3_extract_frame · on Hugging Face
awake, answering with tools erz-official/wan222 · Documents and knowledge
2 tools at the last check: wan222_generate_video wan222_extract_frame · on Hugging Face
awake, answering with tools gdzla/WAN-TWO-THREE · Documents and knowledge
2 tools at the last check: WAN_TWO_THREE_generate_video WAN_TWO_THREE_extract_frame · on Hugging Face
awake, answering with tools Guaryn/wan2-2-fp8da-aoti-preview-2 · Documents and knowledge
2 tools at the last check: wan2_2_fp8da_aoti_preview_2_generate_video wan2_2_fp8da_aoti_preview_2_extract_frame · on Hugging Face
awake, answering with tools gum798/WAN2.2_I2V_LIGHTNING_4-8step_custom · Documents and knowledge
2 tools at the last check: WAN2_2_I2V_LIGHTNING_4_8step_custom_generate_video WAN2_2_I2V_LIGHTNING_4_8step_custom_extract_frame · 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.