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 Opentrons/opentronsai-mcp-server · Developer tools and code
3 tools at the last check:opentronsai_mcp_server_generate_protocolopentronsai_mcp_server_simulate_protocolopentronsai_mcp_server_get_relevant_api_docs· on Hugging Face - awake OSadeQ/qwen3-4b-thinking-2507-demo · Other
3 tools when last seen awake, 2026-11-10:qwen3_4b_thinking_2507_demo_thinkqwen3_4b_thinking_2507_demo_think_1qwen3_4b_thinking_2507_demo__lambda_· on Hugging Face - awake, answering with tools persie2020/wan555 · CRM and sales
3 tools at the last check:wan555_refresh_lora_display_configwan555_generate_videowan555_extract_frame· on Hugging Face - awake, answering with tools pielahoto/agv-simulation-planner · Data, search and analytics
3 tools at the last check:agv_simulation_planner_check_sat_collisionagv_simulation_planner_plan_space_time_pathagv_simulation_planner_detect_deadlocks· on Hugging Face - awake pinkpekoe/gemma-4-nutrition-json-demo · Other
3 tools when last seen awake, 2026-11-11:gemma_4_nutrition_json_demo_analyzegemma_4_nutrition_json_demo_analyze_1gemma_4_nutrition_json_demo_reset· on Hugging Face - awake, answering with tools Poij134/wan2-2-fp8da-aoti-preview-2-latest · Documents and knowledge
3 tools at the last check:wan2_2_fp8da_aoti_preview_2_latest_handle_add_framewan2_2_fp8da_aoti_preview_2_latest_generate_videowan2_2_fp8da_aoti_preview_2_latest_extract_frame· on Hugging Face - awake, answering with tools pookparn/bespoke-nimble-9b-demo · Other
3 tools at the last check:bespoke_nimble_9b_demo__refresh_score_choicesbespoke_nimble_9b_demo__refresh_score_choices_1bespoke_nimble_9b_demo_decide· on Hugging Face - awake, answering with tools productiononeandonly/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, answering with tools psychofict/cwbass-v2-segmentation · Documents and knowledge
3 tools at the last check:cwbass_v2_segmentation_segmentcwbass_v2_segmentation_segment_1cwbass_v2_segmentation__lambda_· on Hugging Face - awake, answering with tools ptoloudis/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 rafaeliscoding/gradio · Other
3 tools at the last check:gradio_analyze_textgradio_reverse_textgradio_count_vowels· on Hugging Face - awake, answering with tools rafathsn/mcp_information_server · Developer tools and code
3 tools at the last check:mcp_information_server_query_database_toolmcp_information_server_inspect_repository_toolmcp_information_server_search_legal_database_tool· on Hugging Face - awake RagsHugg/text-processor-mcp · Other
3 tools when last seen awake, 2026-11-10:text_processor_mcp_analyze_texttext_processor_mcp_extract_keywordstext_processor_mcp_check_reading_level· on Hugging Face - awake, answering with tools raubatz/background-removal-cpu · Documents and knowledge
3 tools at the last check:background_removal_cpu_fnbackground_removal_cpu_fn_1background_removal_cpu_process_file· on Hugging Face - awake, answering with tools Recodary1970/enhancerdjjdjd · Documents and knowledge
3 tools at the last check:enhancerdjjdjd_generate_reference_videoenhancerdjjdjd_check_authenhancerdjjdjd_check_auth_1· on Hugging Face - awake, answering with tools Recodary1970/Jjdjdhdhjd · Documents and knowledge
3 tools at the last check:Jjdjdhdhjd_generateJjdjdhdhjd_check_authJjdjdhdhjd_check_auth_1· on Hugging Face - awake, answering with tools ricky5932/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 rishi2025/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 rizwanrajput/sana-wm · Documents and knowledge
3 tools at the last check:sana_wm__lambda_sana_wm__sync_num_framessana_wm_infer· on Hugging Face - awake, answering with tools roop0726/meanvc2-voice-conversion · Documents and knowledge
3 tools at the last check:meanvc2_voice_conversion_prep_live_referencemeanvc2_voice_conversion_run_live_sessionmeanvc2_voice_conversion_convert· on Hugging Face - awake, answering with tools rootcraniax/DeepSeek-V4.1-Flash-Abliterated-Cybersecurity-Demo · Marketing, email and messaging
3 tools at the last check:DeepSeek_V4_1_Flash_Abliterated_Cybersecurity_Demo_chat_turnDeepSeek_V4_1_Flash_Abliterated_Cybersecurity_Demo_run_benchDeepSeek_V4_1_Flash_Abliterated_Cybersecurity_Demo_load_doc· on Hugging Face - awake, answering with tools rphrp1985/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, answering with tools sarach-ku/mls-demo · Real estate
3 tools at the last check:mls_demo_predictmls_demo_predict_1mls_demo_predict_2· on Hugging Face - awake, answering with tools Sarah-okeson/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 sciencellama/FLUX.2-klein-9B · Documents and knowledge
3 tools at the last check:FLUX_2_klein_9B_update_dimensions_from_imageFLUX_2_klein_9B_update_steps_from_modeFLUX_2_klein_9B_infer· on Hugging Face - awake, answering with tools seyhunak/tell-4b-demo · Other
3 tools at the last check:tell_4b_demo_decidetell_4b_demo_classify_batchtell_4b_demo_raw_decide· on Hugging Face - awake, answering with tools SharpMeow/autopipeline-ink · Documents and knowledge
3 tools at the last check:autopipeline_ink_ink_sampleautopipeline_ink_ink_uploadautopipeline_ink_list_samples· on Hugging Face - awake, answering with tools shinerising/xenomi-gguf-chat · Documents and knowledge
3 tools at the last check:xenomi_gguf_chat__bot_streamxenomi_gguf_chat_load_modelxenomi_gguf_chat_generate· on Hugging Face - awake, answering with tools ShoneP/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 shrey77777/penclaw-warlock-demo · Documents and knowledge
3 tools at the last check:penclaw_warlock_demo_generate_chat_responsepenclaw_warlock_demo_generate_chat_response_1penclaw_warlock_demo__lambda_· on Hugging Face - awake, answering with tools sssaaadwa/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 Steezus/sports-mcp · Other
3 tools at the last check:sports_mcp_upcoming_gamessports_mcp_recent_scoressports_mcp_team_next_and_last· on Hugging Face - awake, answering with tools sugash028/vera-rec-indovent · Documents and knowledge
3 tools at the last check:vera_rec_indovent_respondvera_rec_indovent_check_passwordvera_rec_indovent_check_password_1· on Hugging Face - awake, answering with tools suko/whisper-taiwanese-demo · Other
3 tools at the last check:whisper_taiwanese_demo_update_countwhisper_taiwanese_demo_transcribewhisper_taiwanese_demo__lambda_· on Hugging Face - awake, answering with tools sultan1411/image-video-studio · Documents and knowledge
3 tools at the last check:image_video_studio_generate_imageimage_video_studio_edit_imageimage_video_studio_generate_video· on Hugging Face - awake, answering with tools susuland/Susulan · Documents and knowledge
3 tools at the last check:Susulan_set_dims_from_imageSusulan__lambda_Susulan_run· on Hugging Face - awake, answering with tools SwapnilS-15/toolcaller-demo · Other
3 tools at the last check:toolcaller_demo_preset_jsontoolcaller_demo_runtoolcaller_demo_run_1· on Hugging Face - awake, answering with tools Szmyga/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 Tamoghna1995/rtdetr-sportsmot · Documents and knowledge
3 tools at the last check:rtdetr_sportsmot_pick_randomrtdetr_sportsmot_detectrtdetr_sportsmot_detect_1· on Hugging Face - awake, answering with tools techprotrade/luuna-emotional-voice-demo · Data, search and analytics
3 tools at the last check:luuna_emotional_voice_demo_compare_emotionluuna_emotional_voice_demo_inspect_audioluuna_emotional_voice_demo_asset_health· on Hugging Face - awake, answering with tools theViolet/mad2img · Other
3 tools at the last check:mad2img_square_numbermad2img_greet_usermad2img_multiply_numbers· on Hugging Face - awake, answering with tools tom11111111/qwythos-9b-demo · Documents and knowledge
3 tools at the last check:qwythos_9b_demo_chatqwythos_9b_demo_chat_1qwythos_9b_demo_clear_chat· on Hugging Face - awake, answering with tools tomoyasenda/HyperVision · Documents and knowledge
3 tools at the last check:HyperVision_super_resolve_and_embedHyperVision_compare_image_embeddingsHyperVision_super_resolve_and_embed_1· on Hugging Face - awake, answering with tools Tr2882/LP6 · Documents and knowledge
3 tools at the last check:LP6_update_mode_uiLP6_update_lora_selectionLP6_generate· on Hugging Face - awake, answering with tools TyBruce/text-processor-mcp-tutorial · Other
3 tools at the last check:text_processor_mcp_tutorial_analyze_texttext_processor_mcp_tutorial_extract_keywordstext_processor_mcp_tutorial_check_reading_level· on Hugging Face - awake, answering with tools Uhvg856/wan2-2-fp8da-aoti-preview-2-latest · Documents and knowledge
3 tools at the last check:wan2_2_fp8da_aoti_preview_2_latest_handle_add_framewan2_2_fp8da_aoti_preview_2_latest_generate_videowan2_2_fp8da_aoti_preview_2_latest_extract_frame· on Hugging Face - awake, answering with tools ullahhafeez321/bert-sentiment-demo · Other
3 tools at the last check:bert_sentiment_demo_predict_sentimentbert_sentiment_demo_predict_sentiment_1bert_sentiment_demo__lambda_· on Hugging Face - awake, answering with tools unisper/qwen-image-2-1 · Documents and knowledge
3 tools at the last check:qwen_image_2_1_create_inpaint_maskqwen_image_2_1_prepare_inpaintqwen_image_2_1_run_inpaint_pipeline· on Hugging Face - awake, answering with tools usernameyt/fastvideo-fasth3-8step-v2 · Data, search and analytics
3 tools at the last check:fastvideo_fasth3_8step_v2_generatefastvideo_fasth3_8step_v2_statusfastvideo_fasth3_8step_v2_selftest· on Hugging Face - awake, answering with tools velazquez3/scaxznoeuiv · Documents and knowledge
3 tools at the last check:scaxznoeuiv_on_language_changescaxznoeuiv_generate_tts_audioscaxznoeuiv_update_char_count· 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.