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.

9,406Spaces on the map

4,171awake

2,703asleep

2,532unavailable

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

9,406 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 peter-sk/DFM-Mimir-Demo · Other
2 tools at the last check: DFM_Mimir_Demo_respond DFM_Mimir_Demo__check_login_status · on Hugging Face
awake, answering with tools pt2g/qwen-image-2.1-uncensored-gguf · Documents and knowledge
2 tools at the last check: qwen_image_2_1_uncensored_gguf_update_ui_mode qwen_image_2_1_uncensored_gguf_generate · on Hugging Face
awake, answering with tools yangshuman/irodori-tts-anime-demo · Bookings and appointments
2 tools at the last check: irodori_tts_anime_demo__on_schedule_change irodori_tts_anime_demo_generate · on Hugging Face
awake, answering with tools alexnixxflex/wan2-2-fp8da-aoti · Documents and knowledge
2 tools at the last check: wan2_2_fp8da_aoti_generate_video wan2_2_fp8da_aoti_extract_frame · on Hugging Face
awake, answering with tools anshgoyalevil/wan2-2-i2v-v3-WOW · Documents and knowledge
2 tools at the last check: wan2_2_i2v_v3_WOW_generate_video wan2_2_i2v_v3_WOW_extract_frame · on Hugging Face
awake, answering with tools Demiurge12/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 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/fasth3-8step-v2-demo · Data, search and analytics
2 tools at the last check: fasth3_8step_v2_demo_generate fasth3_8step_v2_demo_status · 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 hysts-mcp/FLUX.1-schnell · Other
2 tools at the last check: FLUX_1_schnell_get_seed FLUX_1_schnell_infer · 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 inlineresearch/inline-skin-lora-krea2-demo · Other
2 tools at the last check: inline_skin_lora_krea2_demo_generate inline_skin_lora_krea2_demo_generate_1 · 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 multimodalart/FireRed-Image-Edit-1.0-Fast · Other
2 tools at the last check: FireRed_Image_Edit_1_0_Fast_infer FireRed_Image_Edit_1_0_Fast_load_example_data · on Hugging Face
awake, answering with tools pollen-robotics/reachy-mini-knowledge-tool · Online store and commerce
2 tools at the last check: reachy_mini_knowledge_tool_get_info reachy_mini_knowledge_tool_search_docs · 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 cbensimon/FLUX-1-schnell-mcp · Other
2 tools at the last check: FLUX_1_schnell_mcp_get_seed FLUX_1_schnell_mcp_infer · on Hugging Face
awake, answering with tools cedricbonhomme/cve-to-mitre-attack-mapper · Other
2 tools at the last check: cve_to_mitre_attack_mapper_classify_cve cve_to_mitre_attack_mapper_classify_cve_1 · on Hugging Face
awake, answering with tools dsba-admin/alien-lm · CRM and sales
2 tools at the last check: alien_lm_run_alienlm alien_lm_run_alienlm_1 · 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 genzeonplatform/healthcare-brain-laboratory-ner · Other
2 tools at the last check: healthcare_brain_laboratory_ner_extract_entities healthcare_brain_laboratory_ner_extract_entities_1 · on Hugging Face
awake, answering with tools hiromikaleson/FireRed-Image-Edit-1.0-Fast · Other
2 tools at the last check: FireRed_Image_Edit_1_0_Fast_infer FireRed_Image_Edit_1_0_Fast_load_example_data · 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/mathbananamind-1-1 · Other
2 tools at the last check: mathbananamind_1_1_solve mathbananamind_1_1_solve_1 · 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/molparser-mobile-v2 · Other
2 tools at the last check: molparser_mobile_v2_recognize_molecule molparser_mobile_v2__show_info · on Hugging Face
awake, answering with tools hugging-apps/nasa-ibm-ai4science-nasa-ibm-lunar-foundation-model · Other
2 tools at the last check: nasa_ibm_ai4science_nasa_ibm_lunar_foundation_model_generate nasa_ibm_ai4science_nasa_ibm_lunar_foundation_model_generate_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 hugging-apps/polaris-pro-scientific-vlm · Other
2 tools when last seen awake, 2026-11-10: polaris_pro_scientific_vlm_on_task_change polaris_pro_scientific_vlm_run_inference · 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 mrm8488/embeddinggemma-typed-decisions · Other
2 tools at the last check: embeddinggemma_typed_decisions_load_preset embeddinggemma_typed_decisions_decide · 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.