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.

9,410Spaces on the map

4,187awake

2,693asleep

2,530unavailable

States from the Hugging Face API, read 2026-11-14 13:05 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

4,187 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 jovalie/druckertts · Other
2 tools at the last check: druckertts_synthesize druckertts_synthesize_1 · on Hugging Face
awake, answering with tools Joynt3drenders/wan2-2-fp8da-aoti-preview-2c-finishing · Documents and knowledge
2 tools at the last check: wan2_2_fp8da_aoti_preview_2c_finishing_generate_video wan2_2_fp8da_aoti_preview_2c_finishing_extract_frame · on Hugging Face
awake, answering with tools JP-D/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 jrhode666/real-estate-agent-demo · Real estate
2 tools at the last check: real_estate_agent_demo_chat_step real_estate_agent_demo__lambda_ · on Hugging Face
awake, answering with tools jsjames7715/cyber-strike-offsec-35b · Documents and knowledge
2 tools at the last check: cyber_strike_offsec_35b_respond cyber_strike_offsec_35b__lambda_ · on Hugging Face
awake, answering with tools Judy-chen333/JEMM · Documents and knowledge
2 tools at the last check: JEMM_decide JEMM_decide_1 · on Hugging Face
awake, answering with tools Julio90909/wanmanlove · Documents and knowledge
2 tools at the last check: wanmanlove_generate_video wanmanlove_extract_frame · on Hugging Face
awake, answering with tools junaidmalik/Qwen-Image-2.1 · Documents and knowledge
2 tools at the last check: Qwen_Image_2_1_generate Qwen_Image_2_1_edit · on Hugging Face
awake, answering with tools junma/PanCancerSeg-Liver · Documents and knowledge
2 tools at the last check: PanCancerSeg_Liver__lambda_ PanCancerSeg_Liver_run_inference · on Hugging Face
awake, answering with tools junma/PanCancerSeg-Lung · Documents and knowledge
2 tools at the last check: PanCancerSeg_Lung__lambda_ PanCancerSeg_Lung_run_inference · on Hugging Face
awake, answering with tools JYTeam2025/QW-Img · Documents and knowledge
2 tools at the last check: QW_Img_infer QW_Img_check_token_func · on Hugging Face
awake, answering with tools JYTeam2025/wan2-2 · Documents and knowledge
2 tools at the last check: wan2_2_generate_video wan2_2_extract_frame · on Hugging Face
awake, answering with tools k0t0vich/muscriptor-a2m · Documents and knowledge
2 tools at the last check: muscriptor_a2m_transcribe_audio muscriptor_a2m__check_login_status · on Hugging Face
awake, answering with tools kaidjuric/text-to-music · Other
2 tools at the last check: text_to_music_generate_music text_to_music_generate_music_1 · on Hugging Face
awake, answering with tools Kanishar22/wan2-2-fp8da-aoti-preview · Documents and knowledge
2 tools at the last check: wan2_2_fp8da_aoti_preview_generate_video wan2_2_fp8da_aoti_preview_extract_frame · on Hugging Face
awake, answering with tools kappa81/azure-mcp-web-search · Data, search and analytics
2 tools at the last check: azure_mcp_web_search_web_search azure_mcp_web_search_web_fetch · on Hugging Face
awake, answering with tools karthein52/qwen-image-2-1t · Documents and knowledge
2 tools at the last check: qwen_image_2_1t_prepare qwen_image_2_1t_generate_image · on Hugging Face
awake, answering with tools Kauwa96/wan555 · Documents and knowledge
2 tools at the last check: wan555_generate_video wan555_extract_frame · on Hugging Face
awake, answering with tools kawaimahiro/gqa-relay-zerogpu-test · Health
2 tools at the last check: gqa_relay_zerogpu_test_relay_health gqa_relay_zerogpu_test_kaggle_call · on Hugging Face
awake kb-ai/Wan2.2 · Documents and knowledge
2 tools when last seen awake, 2026-11-11: Wan2_2_generate_video Wan2_2_extract_frame · on Hugging Face
awake, answering with tools Kekechann/wan777 · Documents and knowledge
2 tools at the last check: wan777_generate_video wan777_extract_frame · on Hugging Face
awake kenken999/gradio4 · Documents and knowledge
2 tools when last seen awake, 2026-11-11: gradio4_respond gradio4__check_login_status · on Hugging Face
awake, answering with tools KevinY999/readerlm-v2-demo · Other
2 tools at the last check: readerlm_v2_demo_toggle_schema readerlm_v2_demo_convert_html · on Hugging Face
awake, answering with tools kikomops/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 kiranmaya/Qwen-Image-Edit-2511-LoRAs-Fast · Other
2 tools at the last check: Qwen_Image_Edit_2511_LoRAs_Fast_infer Qwen_Image_Edit_2511_LoRAs_Fast_load_example · on Hugging Face
awake, answering with tools kiranmaya/wan22imgtovideo · Documents and knowledge
2 tools at the last check: wan22imgtovideo_generate_video wan22imgtovideo_extract_frame · on Hugging Face
awake, answering with tools Kirkuku/kv-i2v · Documents and knowledge
2 tools at the last check: kv_i2v_generate_video kv_i2v_extract_frame · on Hugging Face
awake, answering with tools KKNTR/videolora · Documents and knowledge
2 tools at the last check: videolora_generate_video videolora_extract_frame · on Hugging Face
awake, answering with tools Kkss0001/qwen-image-2-1-studio · Documents and knowledge
2 tools at the last check: qwen_image_2_1_studio_show_reference qwen_image_2_1_studio_generate · on Hugging Face
awake, answering with tools kkxao/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 Knskumara/qwen-image-edit · Other
2 tools at the last check: qwen_image_edit_infer qwen_image_edit_load_example · on Hugging Face
awake, answering with tools Ksheeraj18/oibrestral-roman-telugu · Documents and knowledge
2 tools at the last check: oibrestral_roman_telugu_transcribe oibrestral_roman_telugu_clear_all · on Hugging Face
awake, answering with tools kukuxz007/wan777 · Documents and knowledge
2 tools at the last check: wan777_generate_video wan777_extract_frame · on Hugging Face
awake, answering with tools kuro12/wan555 · Documents and knowledge
2 tools at the last check: wan555_generate_video wan555_extract_frame · on Hugging Face
awake, answering with tools kushubu/Wan2.2-I2V-Lightning · Documents and knowledge
2 tools at the last check: Wan2_2_I2V_Lightning_generate_video Wan2_2_I2V_Lightning_extract_frame · on Hugging Face
awake, answering with tools Kvager/wan2-2-fp8da-aoti-preview-2c · Documents and knowledge
2 tools at the last check: wan2_2_fp8da_aoti_preview_2c_generate_video wan2_2_fp8da_aoti_preview_2c_extract_frame · on Hugging Face
awake, answering with tools lalaninj/jev-9b-decision-demo · Other
2 tools at the last check: jev_9b_decision_demo_decide jev_9b_decision_demo_escalate · on Hugging Face
awake, answering with tools Lampyy/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 Lampyy/wan555 · Documents and knowledge
2 tools at the last check: wan555_generate_video wan555_extract_frame · on Hugging Face
awake, answering with tools Lavanet/QWEN_EDIT_IMAGE · Data, search and analytics
2 tools at the last check: QWEN_EDIT_IMAGE_api_predict QWEN_EDIT_IMAGE_api_pose_still · on Hugging Face
awake, answering with tools lburgwar/wan777 · Documents and knowledge
2 tools at the last check: wan777_generate_video wan777_extract_frame · on Hugging Face
awake, answering with tools le3hyo/embeddinggemma-2-search-lab · Documents and knowledge
2 tools at the last check: embeddinggemma_2_search_lab_search_documents embeddinggemma_2_search_lab_search_documents_1 · on Hugging Face
awake, answering with tools lerobis/reel-lab · Documents and knowledge
2 tools at the last check: reel_lab_generate_video reel_lab_extract_frame · on Hugging Face
awake, answering with tools Licevesta/kira-mod-lab · Other
2 tools at the last check: kira_mod_lab_infer kira_mod_lab_load_example_data · on Hugging Face
awake, answering with tools Lici43/kira-mod-lab · Other
2 tools at the last check: kira_mod_lab_infer kira_mod_lab_load_example_data · on Hugging Face
awake, answering with tools LightOpara/WAN2.2_I2V_LIGHTNING_4-8step_custom_dup · Documents and knowledge
2 tools at the last check: WAN2_2_I2V_LIGHTNING_4_8step_custom_dup_generate_video WAN2_2_I2V_LIGHTNING_4_8step_custom_dup_extract_frame · on Hugging Face
awake, answering with tools LinmingXHL/uncensored-imageTOimage2Ref · Documents and knowledge
2 tools at the last check: uncensored_imageTOimage2Ref_generate uncensored_imageTOimage2Ref_edit · on Hugging Face
awake, answering with tools lior1982/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 lmennela/Qwable-9B-Claude-Fable-5-Demo · Other
2 tools at the last check: Qwable_9B_Claude_Fable_5_Demo__lambda_ Qwable_9B_Claude_Fable_5_Demo_respond · on Hugging Face
awake, answering with tools LocalDoc/azerbaijani-ocr · Documents and knowledge
2 tools at the last check: azerbaijani_ocr_read_line azerbaijani_ocr_read_page · 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.