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.
7Maps never sells placement. Rankings come only from live checks and real use.
Spaces
4,172 match.
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 jli1122/zim-me · Other
3 tools at the last check:zim_me_toggle_seedzim_me_generate_imagezim_me_generate_image_1· on Hugging Face - awake, answering with tools JMCC63/lfm3-vl-2b · Documents and knowledge
3 tools at the last check:lfm3_vl_2b_run_imagelfm3_vl_2b_run_videolfm3_vl_2b_do_clear· on Hugging Face - awake, answering with tools joanfox/reachy-mini-story-tool · Other
3 tools at the last check:reachy_mini_story_tool_start_storyreachy_mini_story_tool_continue_storyreachy_mini_story_tool_stop_story· on Hugging Face - awake, answering with tools joeWorld/qwen38-flash-next · Documents and knowledge
3 tools at the last check:qwen38_flash_next_chatqwen38_flash_next_resetqwen38_flash_next_on_thinking_change· on Hugging Face - awake, answering with tools Jrmichael/Qwen-Image-Edit-2511-Custom · Other
3 tools at the last check:Qwen_Image_Edit_2511_Custom_check_safetyQwen_Image_Edit_2511_Custom_inferQwen_Image_Edit_2511_Custom_load_example· on Hugging Face - awake, answering with tools jtore/qwen38-cyber-redteam-demo · Documents and knowledge
3 tools at the last check:qwen38_cyber_redteam_demo_chat_turnqwen38_cyber_redteam_demo_chat_turn_1qwen38_cyber_redteam_demo__lambda_· on Hugging Face - awake, answering with tools Juanmartinezsanchez9/whisper-large-v3 · Documents and knowledge
3 tools at the last check:whisper_large_v3_transcribewhisper_large_v3_transcribe_1whisper_large_v3_yt_transcribe· on Hugging Face - awake Kadulouz/Qwen-Image-Edit-2511-LoRAs-Fast · Marketing, email and messaging
3 tools when last seen awake, 2026-11-07:Qwen_Image_Edit_2511_LoRAs_Fast_check_safetyQwen_Image_Edit_2511_LoRAs_Fast_inferQwen_Image_Edit_2511_LoRAs_Fast_load_example· on Hugging Face - awake, answering with tools KaitoT/twitterapi-io-mcp · Data, search and analytics
3 tools at the last check:twitterapi_io_mcp_search_tweetstwitterapi_io_mcp_get_user_infotwitterapi_io_mcp_get_user_last_tweets· on Hugging Face - awake, answering with tools KalamZiraAI313786/Qwen-Image-Edit-2511-LoRAs-Fast · Marketing, email and messaging
3 tools at the last check:Qwen_Image_Edit_2511_LoRAs_Fast_check_safetyQwen_Image_Edit_2511_LoRAs_Fast_inferQwen_Image_Edit_2511_LoRAs_Fast_load_example· on Hugging Face - awake, answering with tools KevinJustinSpredlhuaba/qwen-image-2.1-loras · Documents and knowledge
3 tools at the last check:qwen_image_2_1_loras_update_mode_uiqwen_image_2_1_loras_update_lora_selectionqwen_image_2_1_loras_generate· on Hugging Face - awake, answering with tools kevinppaulo/qwen-image-2.1-uncensored-aio-loras · Documents and knowledge
3 tools at the last check:qwen_image_2_1_uncensored_aio_loras_update_mode_uiqwen_image_2_1_uncensored_aio_loras_update_lora_selectionqwen_image_2_1_uncensored_aio_loras_generate· on Hugging Face - awake, answering with tools KGFCode/laya-decision-lab · Other
3 tools at the last check:laya_decision_lab_analyzelaya_decision_lab_input_statuslaya_decision_lab_input_status_1· on Hugging Face - awake, answering with tools korrante/qwen-image-2.1-uncensored-aio-loras · Documents and knowledge
3 tools at the last check:qwen_image_2_1_uncensored_aio_loras_update_mode_uiqwen_image_2_1_uncensored_aio_loras_update_lora_selectionqwen_image_2_1_uncensored_aio_loras_generate· on Hugging Face - awake, answering with tools kprsnt/retail-shelf-intelligence · Data, search and analytics
3 tools at the last check:retail_shelf_intelligence_run_shelf_analysisretail_shelf_intelligence_run_shelf_analysis_1retail_shelf_intelligence_execute_eval_benchmarks· on Hugging Face - awake, answering with tools LazyHuman/laya-browser-demo · Documents and knowledge
3 tools at the last check:laya_browser_demo_load_samplelaya_browser_demo_predict_next_actionlaya_browser_demo_systemone_request· on Hugging Face - awake, answering with tools LemonPigeons/lit-search · Data, search and analytics
3 tools at the last check:lit_search_s2_search_paperslit_search_s2_paperlit_search_s2_related· on Hugging Face - awake, answering with tools LG-AI-Research/exaone-tabular-demo · Documents and knowledge
3 tools at the last check:exaone_tabular_demo__column_choicesexaone_tabular_demo__previewexaone_tabular_demo_run_prediction· on Hugging Face - awake, answering with tools lior1982/Z-Image-Turbo · Other
3 tools at the last check:Z_Image_Turbo_toggle_seedZ_Image_Turbo_generate_imageZ_Image_Turbo_generate_image_1· on Hugging Face - awake, answering with tools littlepp2005/everygen-free-image · Other
3 tools at the last check:everygen_free_image_toggle_seedeverygen_free_image_generate_imageeverygen_free_image_generate_image_1· on Hugging Face - awake, answering with tools lkuchlan/text-processor-mcp · Other
3 tools at the last check:text_processor_mcp_analyze_texttext_processor_mcp_extract_keywordstext_processor_mcp_check_reading_level· on Hugging Face - awake, answering with tools longtimes2023/LTX-2.5 · Documents and knowledge
3 tools at the last check:LTX_2_5_set_dims_from_imageLTX_2_5__lambda_LTX_2_5_run· on Hugging Face - awake, answering with tools LouRi65/Z-Image-Turb · Other
3 tools at the last check:Z_Image_Turb_toggle_seedZ_Image_Turb_generate_imageZ_Image_Turb_generate_image_1· on Hugging Face - awake, answering with tools lucashudsn/wavereader · CRM and sales
3 tools at the last check:wavereader_score_weekwavereader_rank_region_weekwavereader_explain_score· on Hugging Face - awake, answering with tools Maarkerrss/radiance-chrome-qwen · Other
3 tools at the last check:radiance_chrome_qwen_generateradiance_chrome_qwen_editradiance_chrome_qwen_face_swap· on Hugging Face - awake, answering with tools maikramer/Seamless-Texture · Other
3 tools at the last check:Seamless_Texture_api_generate_textureSeamless_Texture_api_get_presetsSeamless_Texture_api_get_history· on Hugging Face - awake, answering with tools maniac0541/image-upscaler-2x · Documents and knowledge
3 tools at the last check:image_upscaler_2x_upscale_png_2ximage_upscaler_2x_test_mcp_connectionimage_upscaler_2x_upscale_png_base64· on Hugging Face - awake, answering with tools marborox03/FireRed-Image-Edit-1.0-Fast · Other
3 tools at the last check:FireRed_Image_Edit_1_0_Fast_check_safetyFireRed_Image_Edit_1_0_Fast_inferFireRed_Image_Edit_1_0_Fast_load_example· on Hugging Face - awake, answering with tools mdhdilawardeo/background-removal · Documents and knowledge
3 tools at the last check:background_removal_fnbackground_removal_fn_1background_removal_process_file· on Hugging Face - awake, answering with tools MEXXY109/Qwen3.8-27B-OBLITERATED-Demo · Health
3 tools at the last check:Qwen3_8_27B_OBLITERATED_Demo__zerogpu_health_checkQwen3_8_27B_OBLITERATED_Demo_generate_responseQwen3_8_27B_OBLITERATED_Demo__check_login_status· on Hugging Face - awake, answering with tools mimigona1/fin_B · Documents and knowledge
3 tools at the last check:fin_B_authenticatefin_B_authenticate_1fin_B_generate_video· on Hugging Face - awake, answering with tools minphak/dexgraspvla-dataset-worker · Data, search and analytics
3 tools at the last check:dexgraspvla_dataset_worker_start_generationdexgraspvla_dataset_worker_generation_statusdexgraspvla_dataset_worker_stop_generation· on Hugging Face - awake, answering with tools minphak/locate-anything-sam3 · Documents and knowledge
3 tools at the last check:locate_anything_sam3_run_imagelocate_anything_sam3_create_image_exportlocate_anything_sam3_run_video· on Hugging Face - awake, answering with tools moligaloo/Z-Image-Turbo · Other
3 tools at the last check:Z_Image_Turbo_toggle_seedZ_Image_Turbo_generate_imageZ_Image_Turbo_generate_image_1· on Hugging Face - awake, answering with tools mrfakename/VDN-H3 · Documents and knowledge
3 tools at the last check:VDN_H3_generateVDN_H3_generate_conditionedVDN_H3_generate_conditioned_b64· on Hugging Face - awake, answering with tools MrPr0F1L3z/DeepSeek-V4.1-Flash-Abliterated-Cybersecurity · Documents and knowledge
3 tools at the last check:DeepSeek_V4_1_Flash_Abliterated_Cybersecurity_chat_turnDeepSeek_V4_1_Flash_Abliterated_Cybersecurity_chat_turn_1DeepSeek_V4_1_Flash_Abliterated_Cybersecurity__check_login_status· on Hugging Face - awake, answering with tools multimodalart/FLUX.2-Klein-Migration · Documents and knowledge
3 tools at the last check:FLUX_2_Klein_Migration_apply_presetFLUX_2_Klein_Migration_update_dimensionsFLUX_2_Klein_Migration_infer· on Hugging Face - awake, answering with tools Mungert/GradLLM · Other
3 tools at the last check:GradLLM_pingGradLLM_service_statusGradLLM_gpu_entrypoint· on Hugging Face - awake, answering with tools murtadha9/change-image-format · Documents and knowledge
3 tools at the last check:change_image_format_switch_languagechange_image_format_toggle_qualitychange_image_format_convert_images· on Hugging Face - awake, answering with tools murtadha9/match-audio-sound · Documents and knowledge
3 tools at the last check:match_audio_sound_update_run_buttonmatch_audio_sound_match_audio_soundmatch_audio_sound_switch_language· on Hugging Face - awake, answering with tools murtadha9/shrink-pdf-size · Documents and knowledge
3 tools at the last check:shrink_pdf_size_switch_languageshrink_pdf_size_compress_pdfshrink_pdf_size_compress_batch· on Hugging Face - awake, answering with tools Naumanrajput/Z-Image-Turbo · Other
3 tools at the last check:Z_Image_Turbo_toggle_seedZ_Image_Turbo_generate_imageZ_Image_Turbo_generate_image_1· on Hugging Face - awake, answering with tools NightPrince/muslim-6b-pro-demo · Marketing, email and messaging
3 tools at the last check:muslim_6b_pro_demo_respondmuslim_6b_pro_demo_respond_1muslim_6b_pro_demo_clear_chat· on Hugging Face - awake, answering with tools niklasm222/text-processor-mcp · Other
3 tools at the last check:text_processor_mcp_analyze_texttext_processor_mcp_extract_keywordstext_processor_mcp_check_reading_level· on Hugging Face - awake niuhesanlu/qwen-heretic-jp-danbooru-demo · Documents and knowledge
3 tools when last seen awake, 2026-11-10:qwen_heretic_jp_danbooru_demo_chatqwen_heretic_jp_danbooru_demo_generate_tagsqwen_heretic_jp_danbooru_demo_backend_status· on Hugging Face - awake, answering with tools nkasmanoff/qwen-drive-1-vqa-demo · Documents and knowledge
3 tools at the last check:qwen_drive_1_vqa_demo_answer_questionqwen_drive_1_vqa_demo_plan_sceneqwen_drive_1_vqa_demo_detect_boxes· on Hugging Face - awake, answering with tools NNNan/em3m-gen · Other
3 tools at the last check:em3m_gen_generateem3m_gen_sample_random_promptem3m_gen_generate_1· on Hugging Face - awake, answering with tools Norod78/old-gods · Documents and knowledge
3 tools at the last check:old_gods_toggle_promptold_gods_toggle_seedold_gods_bless· on Hugging Face - awake, answering with tools nums-ai/causilo-tabular-demo · Documents and knowledge
3 tools at the last check:causilo_tabular_demo__column_choicescausilo_tabular_demo__previewcausilo_tabular_demo_run_prediction· on Hugging Face - awake, answering with tools Onlyforregister/flights-proxy · Travel and hospitality
3 tools at the last check:flights_proxy_search_flightsflights_proxy_google_flightsflights_proxy_ryanair_explore· on Hugging Face
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:
[](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.